correctness fixes from the first real folio dispatch, and spec authoring skills (#82)

* docs: add the apache 2.0 license text

package.json has declared Apache-2.0 since the first release and .goreleaser.yaml
globs LICENSE* into the archives, so that glob has been matching nothing. npm
only picks up a license from the package directory, hence the copy under
pkg/spec.

* fix(sidecar): close the soft keyboard after typing on android

* test(sidecar): pin the guarded ime dismissal

* fix(sidecar): treat a failed ime probe as no keyboard open

* ci(folio): let the ios leg clear state for itself

* ci(folio): drop the stale frontboard note from the ios job

* docs(ci): record what the ios calibration assumes and where it was measured

* fix(ios): replace the session when a launch blows its bound

a launch the simulator refuses is never reported: xctest records it as a test
failure the runner cannot see, then holds the session's main thread for about
four minutes on a diagnostic chain. so the only signal is the expired bound,
and every later call queues behind the same wedge. restart the session once and
launch again, bounded so the launch path stays inside testrun's backstop.

* test(ios): cover the session replacement a wedged launch needs

* fix(ios): share one deadline across the restart and the second launch

the recovery a blown bound triggers now costs at most launchRecoveryTimeout
whatever it spends it on, so the launch path tops out at 150s and testrun's
three minute backstop stays a backstop.

* test(ios): the restart a blown launch triggers has to be bounded

* docs(ci): the ios leg does not convict on the runner, and a seed cannot fix it

seed 28 reproduced its walk on macos-15 and reached the bug at the step it
convicts at locally. it still could not be judged: the run did not return
home between step 19 and step 136, so the counting invariant saw a rise of
15 against a window of 37 submits.

* docs(sidecar): record why the stale ime flag stays out of reach

* test(folio): add commonTest source sets to core and shared

* fix(folio): reject amounts parseCents cannot represent

* fix(folio): cap a transaction at one million dollars

* test(spec): give the fake dom a real tree and a walking querySelectorAll

* style(sidecar): make ktlint clean, formatting only

ktlint -F over every kotlin file except DriverBackend.kt, then hand
fixes where the reflow read worse and for the long lines ktlint cannot
break. No behaviour changes.

DriverBackend.kt is left untouched to avoid a conflict with concurrent
work; its three over-long lines still fail fmt-kotlin.

* fix(spec): deepQueryAll returns matches in document order

* ci(folio): say what the android gate found, not why

The gate proves only that AddTransactionScreen is absent from the trace.
Claiming the run never got past login was an inference it cannot make: the
run that produced it had logged in and was stuck on the new account screen.
Name the routes the trace does record instead.

* test(runner): a relaunch must not convict the submit counting property

* test(browser): compare ax.find across both hosts on one page

* test(spec): name the shadow match in the grammar both hosts parse

* ci: move every action off the node20 runtime

checkout v4->v7, setup-go v5->v7, setup-node v4->v7, setup-java v4->v5,
upload-artifact v4->v7, cache v4->v6, upload-pages-artifact v3->v5,
deploy-pages v4->v5, setup-chrome v1->v2, setup-android v3->v4,
goreleaser-action v6->v7. setup-bun and android-emulator-runner are
already node24; buf-setup-action stays on its deliberate SHA pin.

setup-chrome v2 resolves stable from Chrome for Testing rather than the
official installer, so the ci.yml comment about the action's default no
longer held.

* feat(verifier): report a relaunch on state.lastAction

* test(verifier): pin the relaunch field on both hosts

* fix(runner): keep the action the app was relaunched after

* test: pin that a nested undefined does not survive the wire

* fix(folio): uninstall before installing in just ios

folio's signed-in session lives in the data container, which an install
over the top keeps, so a local run started right after just ios opened on
the previous run's Home screen and diverged at step 1. On CI's fresh
simulator the uninstall is a no-op, so the ios leg is unchanged.

* style(sidecar): bring the last three lines under the line limit

* fix(ios): the runner must not answer ok for a launch that failed

XCTest records a refused launch as a test issue that never throws, so the
companion returned ok for an app that never started. Check the state the
app actually reached and report the refusal instead.

* test(ios): a refusal the runner names costs no session restart

The session restart is for a launch that never answers. A launch that
reports the app's state has already said what a fresh session would.

* fix(folio): attribute a created account by its whole key, not a suffix

createdAccountHasNonZeroBalance matched the created card with endsWith, so
an older account whose name ends with the typed one ("Emergency Fund" for a
typed "Fund") was judged instead whenever the new card was clipped out of
the reading. Build both keys the card can carry, the plain name and web's
initials + name, and compare them whole.

* fix(hierarchy): object selectors resolve by the same rule as string ones

* test(verifier): both ax.find selector forms resolve the same element

* test(browser): the cross-host fixture uses the object selector form

* fix(replay-ui): wrap the tab strip so its last tabs stay clickable

* test(replay-ui): drive the fuzzer onto a violating step with a panel

* feat(folio): judge a submit against the account's own balance

The counting invariant can only close its window on Home, and the iOS run
in #78 went 117 steps between two Home readings: 37 submits against a rise
of 15 transactions is no evidence about the double tap sitting inside it.
The ledger and the add-transaction screen both show the account's own
balance, and an accepted submit pops back to the ledger, so a window
bounded by those readings holds one action.

The bound is an upper one: a balance that has not moved is a commit still
in flight, a rejected submit or a tap that never landed, and none of those
is a violation. Moving by more than the one submit in the window typed is.

* test(runner): an overlay dismissal must not convict the counting property

* docs(runner): point the guard comment at the renamed test

* docs(replay-ui): name the viewport the tab overflow was measured at

* feat(folio): close the submit window on the account's own screens

submitCommitsOneTransactionPerAction now states its rule over two windows:
the Home counts it already compared, and the account balance the ledger and
the add-transaction screen redraw on nearly every frame of the transaction
flow. Same rule, and the second window is usually one action wide.

* fix(sidecar): reach the adb server the environment names

buildDadb hardcoded localhost:5037, so a serial-addressed device always
resolved through this machine's adb server and ADB_SERVER_SOCKET was
ignored. Read the endpoint the way the adb CLI does instead.

Fixes #79

* test(sidecar): pin the adb server endpoint parsing

* fix(sidecar): close a keyboard standing in the snapshot

A tap on a text field raises the keyboard and nothing closed it, so the
tree the picker chooses from was missing every app node underneath it,
the submit control included. Close it before the read rather than after
the tap: the picker only ever sees snapshots, and the keyboard is still
on its way up when the tap returns.

Fixes #78

* test(sidecar): pin the tree-guarded keyboard dismissal

* chore(make): a target that runs folio's unit tests

* chore(folio): a just recipe for the unit tests

* ci: run folio's unit tests on every pr

* ci: switch to jdk 21 only for the folio step

* docs(sidecar): put the measured read cost in the dismissal bound

* fix(folio): decline the two demanding properties across a relaunch

The runner now keeps lastAction and marks it relaunched: true where it used
to report nothing at all, so the two properties that demand an effect judge
a step whose process may have died before the write landed.
submitChangesBalanceByTypedAmount and createdAccountHasNonZeroBalance both
decline there. The counting bound does not: a relaunch cannot manufacture a
transaction, and the submit is counted, so declining would throw away the
detection the runner fix restored.

* docs(folio): say why the merged card key cannot be made injective

Folio rejects a duplicate account name, so the twin the drop rule guards
against is two names the web key cannot tell apart, not two accounts
sharing a name. State what closing the rest would cost and what the tree
would have to carry to close it properly.

* test(folio): pin that two accounts can render the same card text

The proof behind the comment: "Travel1" holding 25 transactions and
"Travel12" holding 5 merge to the same string, so no identity key read off
a web card can tell them apart.

* fix(sidecar): bound the diagnostic adb reads

adbOutput and readLogcat read to EOF and then waited with no timeout, so
a wedged adb held the step for as long as it liked; one stall over a
remote adb server measured ~100s. The bound has to sit on the read, not
on waitFor: a wedged adb never reaches EOF, so a bounded waitFor after
the read is a line that never runs.

* test(sidecar): pin the bound on a wedged adb read

* fix(sidecar): an unreadable animation count is not idle

Defaulting the count to zero made a dumpsys that said nothing mean
nothing is animating, so a degraded link broke out of the settle early
and handed the runner a frame caught mid-animation. Unknown now waits,
inside the deadline waitForIdle already holds.

* test(sidecar): unknown animation state must not read as idle

* fix(folio): stop spending the submit budget on taps the app refused

The window is an upper bound on the transactions an interval could hold, and
a bound inflated by taps that commit nothing is a bound the app can never
exceed: #78 read a rise of 15 transactions against 37 submits. TxnSubmit is
clickable(enabled = amount.isNotBlank()) and parseCents refuses anything its
regex misses, so a tap whose landing frame shows a refused amount cannot have
committed. Over four recorded android runs that is 19, 11, 25 and 25 of 35,
26, 42 and 42 submit taps.

A relaunch is excepted: a fresh process draws an empty field whatever was
submitted.

* feat(folio): read the amount field into every submit window

Each of the three windows asks whether the tap could have committed, off the
field as the landing frame shows it.

* fix(sidecar): a foreground read that fails degrades the typing guard

An unreadable dumpsys passed a null owner to typeChunks, which switches
the mid-type focus guard off outright and lets the rest of the string
spray into whatever holds the foreground. Fall back to the launched
bundle instead: the guard stays armed, typing still happens, and the
degradation is said out loud rather than assumed away.

* test(sidecar): pin the degraded typing guard both ways

* test(runner): answer Snapshot and Hierarchy off one tree in the fakes

* feat(runner): skip a step whose tree changed between two reads

* test(runner): cover the reread's cost to the existing snapshot rules

* fix(ios): clear app state before the automation session attaches

New performs the clear-state reset, so the uninstall and reinstall no
longer land underneath a live XCTest session that is already bound to
the app. Launch refuses a clear-state request the driver was not built
for rather than reinstalling under its own session.

* fix(ios): the device path clears before its runner session too

* fix(testrun): thread clear-data into the ios drivers

* test(runner): a skipped step must not swallow the action before it

* fix(runner): hold the action back on a step nothing verified

* refactor(runner): drop the empty branch from the hold path

* docs(runner): describe both modes of the composing test driver

* fix(sidecar): erase a field by selecting it, not one delete per character

maestro's eraseText sends one delete per character through its
instrumentation, measured 29.6 ms/char on the API 34 emulator. The
4096-character string the corpus types cost ~121s to clear, a fifth of a
20 minute run spent on one step, and it recurred every time that field
was typed into again.

Select the content and delete the selection instead: two key events at
any length, measured 0.15s to 1.16s for 4096 characters across API 34,
35 and 36. The result is read back off the tree, and a field that is not
empty, or that the tree cannot report on, is finished off per character
in batches rather than assumed clear.

Fixes #80

* test(sidecar): pin the constant-cost erase and its residue check

* fix(sidecar): find the erased field by class, past the keyboard's own focus

The check that decides whether the select-all worked looked for an
"editable" attribute maestro's tree does not carry, so it answered
"cannot tell" every time and every erase paid the per-character
fallback. Worse, an open keyboard puts a second focused node in the
tree, one of the IME's own keys, carrying no text: taking the first
focused node would read a field still holding 4096 characters as empty,
which is the one answer that stops the erase early.

Match the text field by class instead. Measured against the real
backend, 4096 characters now clear in 385ms on API 34, 409ms on API 35
and 870ms on API 36, verified empty, where the fallback took ~4s.

* test(sidecar): use the tree the device really returns

* docs(ci): the android step number describes a local emulator, not ci

the leg disables animations and the number was measured with them on. the
first real dispatch carries 4 transitional steps over 200, so the cross-fade
wait does still fire in ci, just far less often.

* fix(android): say what the sdk lookup checked, not just to set ANDROID_HOME

* fix(doctor): resolve adb and emulator the way a run does

* docs(cli): the android doctor checks are not path-only

* fix(testrun): preflight resolves adb through the sdk, not just PATH

* docs(skills): add a spec review skill and the skills index

* fix(testrun): report a sidecar that dies at startup as the exit it was

* test(testrun): cover the sidecar shutdown path after an early exit

* docs(skills): add a property patterns catalogue skill

* fix(folio): bound the total-balance move instead of demanding it exactly

The write finishes before AddTransactionViewModel navigates, but nothing
establishes that Home's total has re-rendered before the frame is read, and
an equality convicts a healthy app for a total one frame behind. A delta of
zero is exactly the shape nine of the eleven measured android false
convictions had. 2x still exceeds x, so all four recorded convictions
survive, checked against the traces.

The trade is real: a balance that moves by LESS than the amount typed is no
longer judged anywhere in this spec.

* docs(folio): say what property 2 demands now that it is a bound

* docs(skills): add a spec authoring skill

covers hooks, extractors, selectors, properties, actions and the order to write them in, with a complete sample spec that typechecks against the real export surface.

* docs(skills): ground the property patterns catalogue in the merged specs

* docs(skills): name the selector keys that still substring match

* docs(skills): add a setup skill for adopting sanderling

* docs(skills): add a run triage skill

* docs(skills): point the setup skill at its siblings

* docs(manual): correct the flags the cli reference gets wrong

--launcher-activity does not exist in cmd/sanderling/main.go. --device,
--android-app-path and --arm do and were undocumented. runs.md still listed
--max-steps and --exit-on-violation as unshipped, and described --clear-data
as opt-in when the default is already true, contradicting itself ten lines on.

* test(folio): pin that a commit stays in the window until Home reads it

The interaction that keeps a stale Home card list from ever banking counts
the budget has already forgotten: a submit lands on the ledger, so the
reading that resets the window is a whole action later and the submit is
still in it. Characterization, not a regression: no code changed and it
cannot go red first.

* docs(folio): record why a banked card reading can be trusted as current

The freshness rule rests on the app popping one entry back to the ledger,
not on anything the frame carries, so the assumption and the measurements
behind it belong next to it.

* refactor(folio): name the balance property for the bound it asserts

it stopped being an equality and became |delta| <= typed, so the old name
demanded more than the property does. renamed with the ci gate's
GATED_PROPERTIES in the same commit so the gate never sees a name it does
not know.

* fix(android): a refused uninstall must not pass for clear-state

adb uninstall answers Failure [DELETE_FAILED_INTERNAL_ERROR] both when the package was never installed and when it refuses to remove one, so the failure text cannot say which happened and the old code installed over the top either way, keeping the data clear-state was asked to drop. Ask pm path instead, and fall back to pm clear when the app is still there.

* fix(ios): a failed simctl uninstall must fail the reinstall

simctl install over an installed app carries its data container across, so discarding the uninstall error reported a clear-state that never happened. Uninstalling an app that is not installed exits 0 on a booted simulator, so every failure here is a real one.

* fix(ios): a failed devicectl uninstall must fail the reinstall

same hole as the simulator path: devicectl install over an app keeps its data, and the discarded uninstall error hid it. Uninstalling a bundle id that is not installed exits 0 with 'App uninstalled.' on a paired iPhone, so a failure here is always real.

* docs(android): say why the uninstall text cannot be read

* test(android): name the uninstall failure for what it says, not why

* docs(ci): the ios leg convicts on the runner now, and why it did not before

* docs(ci): the cross-fade wait does not fire on ci, say so

* fix(runner): a bounded hold puts the swallow back one step later

the hold carries one action; letting the runner act again while the verifier
is still skipped overwrites it, so the carried action reaches no spec. hold
for as long as the verifier is skipped, and settle on a held step so the
reread pair is not tighter than the window the detector was measured over.

* test(runner): pin what the two reads are compared on

structuralShape excluding text and bounds is the decision separating this
feature from a run that verifies nothing, and only prose held it. adding
either field back now turns a case red.

* fix(ci): close shell injection into the npm publish job

A refname is attacker-controlled and git permits backtick, $, (, ; and |
in it. Three sites substituted it into a run: block, and NODE_AUTH_TOKEN
sat at job level, so a pushed tag ran arbitrary commands with the publish
credential in reach.

The tag now goes through env:, is validated against an anchored version
pattern before anything consumes it, and reaches the other jobs as a job
output. The token is scoped to the publish step. release-npm declares
contents: read instead of inheriting the repo default.

* fix(ios): recognise every shape a blown launch bound arrives in

The runner transport reports a blown budget two ways, its own comment says
so: the context's error once cancellation has landed, and the connection's
i/o timeout when the deadline armed from that context fires first. The
legacy transport reports it as a gRPC status. errors.Is against
context.DeadlineExceeded only matches the first, so the session restart
never fired for the other two and a wedged session stayed wedged.

* test(ios): drive the launch recovery with what the transports return

The wedged-session fake answered with ctx.Err() raw, which is the one
shape the guard already matched. The recovery now runs against the error
each transport really produces for the same expiry, taken from a runner
and a legacy companion that never answer.

* test(runner): pin both guard writes to what the spec reads

deleting lastAction.Relaunched or lastAction.Applied left the whole suite
green, so the only producer of the two fields every spec-side guard reads
had nothing holding it. both now assert the value out of the trace.

* fix(testrun): a run that judged nothing is not a green run

every step skipped means no property ever evaluated, so no violations is the
absence of a verdict rather than a clean one. the hold makes that reachable
now, so the run says it instead of exiting 0.

* fix(ios): stop the app before clearing its state

Launch terminated and then cleared; the clear moved to construction and
left nothing stopping the app first. The container wipe deletes files a
live app still holds open, and the CI ios leg passes no app path so the
wipe is the path it takes. simctl stops it, since the clear now runs
before any automation session exists. On a device the uninstall that is
its only clear takes the running app with it.

* test(ios): pin the stop that has to precede a clear

The ordering probe now records the stop, and a scripted xcrun holds what
reaches the tool: terminate before get_app_container, with the previous
run's files gone after. A simctl terminate that finds nothing to stop
still leaves the clear a success.

* docs(spec): an unbounded eventually is violated at run end

* docs(skills): an unreached eventually convicts at run end

* docs(skills): noUncaughtExceptions only fires on web

* fix(ios): a device clear-state that cannot happen must fail

--clear-data on a physical device with no --ios-app-path warned and then
ran anyway, so the run started on the previous run's data while the flag
said it started clean. There is no data-container wipe on a device, so
there is nothing to fall back to.

* test(ios): a device clear-state without an app path ends the run

* docs(skills): the stock properties each cover one platform

* docs(ci): the balance property demands a bound, not an equality

* fix(ios): the clear-state guard checks the bundle that was cleared

A bool only said that something was cleared, so Launch(ctx, otherBundle,
clearState=true) passed the guard and reported a reset that had reached a
different app. Record what was cleared and compare against the bundle
being launched.

* test(ios): a clear-state launch for an uncleared bundle is refused

* docs(manual): the flagship property is a bound, and say what that costs

* fix(ios): one address picker for every bring-up

bringUpRunner reads the picker from a field, and NewDevice only ever set
the device one, so a device driver that reached bringUpRunner would call
nil. The two fields held the same function; keeping one leaves no path
that can be wired without it.

* test(ios): a device driver can bring a runner up

* docs(skills): both shipped balance forms are bounds now

* docs(skills): name the balance predicate that still exists

* docs(skills): quote the doctor the binary actually prints

* docs(skills): screen= is the chrome driver's url, web only

* docs(skills): substring selector matching is native only

* docs(skills): web selectors are exact, native ones are substrings

* fix(ci): a run that wrote no trace is not evidence about folio

run_dir is empty when the run produced no output directory, and the
fallback made trace ./trace.jsonl. A stray trace in the working directory
was then read as this run's, so a run that wrote nothing reported 'found
the submit bug' and exited 0, defeating the missing-trace check below it.

* fix(ci): fail folio when a gated property is not in the spec

Nothing tied GATED_PROPERTIES to the spec it gates. Renaming a property
left the classifier matching nothing: ios and web blamed the spec for
finding a different bug, and android silently reclassified a real
conviction as 'judging health only' and stayed green.

replay-ui-summary.sh already makes this check for its own list. The spec
path becomes SPEC-overridable the same way, so the check is testable.

* test(ci): cover the folio classifier's verdicts

21 cases through a stubbed sanderling: every exit path, the drift check,
a missing trace, a zero-byte trace, an empty glob and a truncated line.
Asserts the flags that reached the binary, not just the exit code.

Invoked as bash -eo pipefail -c, which is what a run: block does. Running
folio-run.sh itself under -e would kill it at the first non-zero
sanderling test, which is the exit code it exists to read.

* docs(skills): defaultActions bundles five of the eight generators

* test(ios): name the picker test for what it covers

* docs(skills): three of the replay-ui properties are cross-panel

* docs(manual): state.exceptions is web only and reportError does not exist

* fix(folio): the bound carries no unconfirmed-submit guard

deleting confirmedApplied here broke 0 of 355 tests: under a bound a submit
that may not have landed moves the balance by 0, which the bound already
permits, so the guard could only ever drop the double commit it exists to
catch. the relaunch guard stays for a reason the bound does not cover, and
both tests now assert a verdict that changes when their guard does.

* docs(ci): three of the replay-ui properties are cross-panel

* docs(manual): the starter property only fires on web

* test(folio): judge the conjunct on the landings a real run produces

three of the 18 frames the recorded ios run drove it down, each with the
second commit the bound is there to catch. neutering the comparison reddens
it: a second commit on 357900 went unjudged.

* test(folio): the walk drives the composition the spec runs

countSubmitsInWindow never saw an amountText here, so every walk test counted
submits the app must have refused. with the field passed, a refused submit no
longer buys a later double tap an alibi: without it the window reads 3, not 1.

* docs(folio): say which double submit the conjunct can see, and which it cannot

the home landing is the counting invariant's, three of three in the recorded
ios run; this one gets the interleaving whose second pop is cancelled. it is
still the only judge on the 18 ledger landings that run produced.

* docs(folio): the narrow window is not where the detection comes from

the double taps land on home, so the counting form convicts them; what turned
0 convictions into 4 on the recorded ios run is submitCouldCommit, which drops
the windows at those three steps from 5/4/7 to 2/1/2.

* docs(skills): folio drives three platforms from one spec

* fix(folio): an amount over the app's cap spends no window budget

the corpus reaches TxnSubmit with 999999999999999999999, AMOUNT_REGEX takes it
and AddTransactionViewModel refuses it against MAX_TRANSACTION_AMOUNT_CENTS, so
counting it was budget a double submit could hide behind.

* docs(folio): say which form judged one step, not which node was read once

* docs: a bound still needs the relaunch guard, and eventually does convict

* fix(sidecar): the hierarchy rpc serves the tree the snapshot reads

the runner compares the two per step, but snapshot settles and closes a
keyboard while hierarchy was a bare contentDescriptor. measured on emulator
-5556 (api 34) with an ime open: 489 nodes against the snapshot's 134. both
now come off snapshotTree under the same lock; the reread still costs ~75ms
when no keyboard is up.

* docs(runner): say what makes the two reads comparable

the reread's comment claimed the round trip was the only interval between
them; what it left out is that the two rpcs have to read the same way, which
the repo's own android backend did not do.

* refactor(runner): name the settle predicate for what it means

* ci: add a headless-chrome composite action

The setup-chrome / apparmor sysctl / launch-check trio is copied across
three jobs. The old comment described setup-chrome v1 semantics: under v2
stable is the default and the alternative is Chrome for Testing latest,
not a dev Chromium, so it is restated for what the pin actually does.

* ci(examples): add the folio setup actions

folio-app holds the per-platform toolchain and app build, so a caller
guards one step instead of eight. folio-simulator boots the simulator,
installs folio and leaves the app stopped.

* ci(examples): add the replay-ui fixture action

Records a trace and serves it with sanderling replay. The step page URL
is a composite output rather than GITHUB_ENV, so it is scoped to the one
step that drives it.

* ci(examples): one dispatch workflow for every example

folio.yml and replay-ui.yml ran the same operation: build sanderling for
a platform, bring a target up, run a spec against it, classify the trace,
upload the run. They are now one matrix over four examples, each naming
its own runner.

The job is named for what it fuzzes. 'dogfood' named why we run it, not
what runs, the same error as a diagnostic that reports a motivation
instead of an observation.

The matrix is computed by a plan job because jobs.<id>.if cannot read the
matrix context, so a static matrix has no way to leave a leg out. Seeds,
budgets, timeouts, runners and artifact names are unchanged.

* ci: reuse the headless-chrome action in the browser job

Same three steps the examples workflow needs, and the comment explaining
the AppArmor sysctl now lives in one place.

* ci: move the folio jdk step to setup-java v5

The only setup-java left on v4; every other one moved.

* ci: pin third-party actions to commit shas

buf-setup-action was already pinned with a comment saying why; the other
five rode mutable major tags, so a tag move is an unreviewed change to
what runs. Each major currently resolves to the release named in the
comment, so this freezes today's behaviour rather than changing it.

actions/* stay on major tags: they are first-party to the runner.

* ci(replay-ui): name the run directory for what it fuzzes

runs/dogfood and the '### replay-ui dogfood' heading carried the same
naming error as the job name: dogfooding is why the run exists, not what
it fuzzes.

* docs(driver): state the log level scale on LogEntry

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* docs(sidecar): name the device the node counts came off

* fix(chrome): keep a log entry the level scale cannot rank

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* fix(chrome): record console levels on the logcat scale

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* docs(ci): say why upload-pages-artifact needs no include-hidden-files

v3 to v5 crossed v4's change to exclude dot-files. build/site has none,
so nothing was dropped, and the underscore directory is not hidden.

* test(browser): drive a console error through to the spec

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* docs(ioscompanion): name the vacuity behind the empty log slice

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* ci: run the folio classifier's test in make test-ci-scripts

* fix(chrome): keep the message of an object console argument

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* test(browser): cover console.error with an error object

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* feat(spec): let the runner install state.logs in the page

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* feat(verifier): encode state.logs for the web host

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* feat(chrome): install the step's logs in the page

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* test(ci): pin three real folio traces from run 31902501859

ios convicted on submitCommitsOneTransactionPerAction, web on both gated
properties, android ran its full 200 steps healthy. Every step is kept;
of each step only step, violations, witnesses and residuals survive.

hierarchy is replaced by the quoted "...Screen" resource ids it held, in
order. It cannot just be dropped: it is 95% of the bytes and also the
only place the android route gate's grep can match, so dropping it flips
that leg from healthy to 'never reached'. 8.4MB to 59KB.

* test(ci): drive the classifier over the real traces

Four cases on real data: each leg's real verdict, plus the android trace
cut before it reached the transaction screen, which is what proves the
route gate reads a real hierarchy dump.

Also corrects the hand-written fixtures. They set is_error to false on a
plain violation; internal/trace/writer.go tags that field omitempty, so a
real trace omits it entirely. Harmless to the classifier, but a fixture
that does not look like reality is the thing that hides drift.

* test(runner): teach the web fakes to take the step's logs

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* fix(runner): install the step's logs before the page extracts

On web every extractor reading is replaced by the one the page computed,
and the page answered logs: [], so noLogcatErrors counted an empty array
however full of errors the console was.

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* test(runner): cover the logs reaching the page and failing to

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* test(spec): cover the host pushing state.logs into the page

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* test(browser): drive console.error through to a fired property

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* fix(runner): report a log fetch the driver could not make

The comment claimed the failure was warned about; nothing warned, so a
device whose log fetch failed every step held noLogcatErrors on evidence
nobody collected.

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* test(runner): cover the silently dropped log fetch

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* fix(ci): read the route the spec reports, not the hierarchy dump

The android health gate grepped the trace for "AddTransactionScreen",
which occurs in exactly one place: the hierarchy dump, as a resource-id.
That is a debug artifact standing in for a fact the spec already reports,
and it was wrong in both directions. Against the real 8.4MB trace with
hierarchy stripped, the old gate failed a healthy 200-step run; against a
trace carrying the marker on a transition frame without the route ever
being reported, it passed and called it healthy.

It reads extractor_changes.route now, whose values come from SCREENS in
the spec, so the gate and the app agree on what being on a screen means.
routeOf answers null on a frame showing two screens, which is exactly the
frame the marker was matching.

The drift check grows to cover both new names: extract("route") and the
SCREENS key. The fixtures are re-derived keeping the route entry and no
hierarchy at all; the full artifacts and the fixtures give byte-identical
verdicts, which is what proves the coupling is gone.

Script and fixtures move together: either alone leaves the suite red.

* ci: check that the workflow references resolve

actionlint reads a local action's inputs but never checks its path
exists: uses: ./.github/actions/typo lints clean and fails only when the
job runs. Covers composite action paths, make targets including the ones
the examples matrix builds from $SANDERLING, and the scripts a run: step
invokes plus their executable bit.

Fails when it parses fewer references out of a file than that file
mentions, because a checker that matches nothing reports a safety it
never looked for.

* ci: lint the workflows on every pr

The workflows that fuzz the examples are dispatch-only, and GitHub will
not dispatch a workflow that is not on the default branch, so their first
real run is after merge. actionlint and the reference checker are the
only things that can fail before that.

actionlint is pinned by commit, and its tool version is pinned too so a
new release cannot change what CI enforces.

* ci: collapse the four workflows into one

Nine jobs written out one by one, each with its own steps and its own
calibrated seed and budget as literals. Triggers are pull requests, master
and v* tags, and a dispatch with no inputs.

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* ci: inline the two composite actions with one caller each

Both existed to give the matrix a per-target hook. folio-app and
headless-chrome stay: three and three callers.

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* ci: check that no run: block interpolates an expression

A ${{ }} lands in the script text before bash reads the line, and
actionlint only flags the contexts it already knows are attacker
controlled. Nothing enforced the rule the workflow follows. Also drops the
matrix table lookup, which has no table to read now.

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* ci(folio): name the run, not the fuzzer, in the clean-run message

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* docs: point at the workflow that holds the release secrets now

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* ci: name every job Category (variant), and gate the lot on one check

Follows the convention in antithesishq/bombadil: the display name is what
groups a run in the Actions UI, so Check (tests), Check (browser),
Check (workflows), Folio (android), Folio (ios), Folio (web), Replay UI,
Release and Docs. Every job carries a name, so none of them falls back to
its kebab-case id.

All checks passed needs all nine and runs with if: always(), so branch
protection has one check to point at and a skipped job cannot read as a
pass. Release and docs now gate on startsWith(github.ref, 'refs/tags/v')
alongside master, which is the form the trigger filter already uses.

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* ci: split the release job back in two

Collapsing them left the npm publish steps in a job holding contents:
write, because GoReleaser needs it, so npm ci ran its dependency lifecycle
scripts with a write-capable GITHUB_TOKEN in reach of the same job as a
live NPM_TOKEN. Release (npm) is back on contents: read and Release (cli)
keeps contents: write, which is what they each had before.

Each validates the tag from its own copy of the pattern rather than
waiting on a job that exists only to pass a string. Release (cli) is tags
only: there is no CLI to cut on a merge.

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* ci: run folio on pull requests

folio was skipped on pull requests, so ios, android and web only ever ran
after a merge. The three legs are 3 to 19 minutes and run in parallel, and
a superseded pull request run already cancels itself.

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ

* ci: draw each group as its own box in the run graph

The run graph boxes jobs together when they share the same dependencies and
the same dependents. All ten jobs fed only all-checks-passed, so all ten drew
as one pile. A gate per group gives each group a dependent that is exactly
that group.

Release and docs now need the checks, which they should have all along: npm
publish and the pages deploy ran on a merge without waiting for the test job.
Folio stays unblocked so a 20 minute leg does not wait on a 3 minute one.

Claude-Session: https://claude.ai/code/session_01ShuAy8q8ZfPi8KHxwc8JpQ
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# Skills for writing sanderling specs
Agent skills for adopting sanderling: getting it running against your app, writing
property specifications, reviewing them for the failure modes that make a spec
look like it works when it does not, and reading a run honestly.
Copy the ones you want into your agent's skills directory (`.claude/skills/` for
Claude Code) or point your agent at this directory directly.
Start with `sanderling-setup`, then `sanderling-spec-authoring`. Run
`sanderling-spec-review` over anything before you trust it.
The reasoning behind the rules these encode is in
[docs/development/design-principles.md](../docs/development/design-principles.md),
section 8 in particular.
@@ -0,0 +1,442 @@
---
name: sanderling-property-patterns
description: Decide what a sanderling spec should assert. A catalogue of property shapes that are sound (cross-panel agreement, bounds on an effect, counting actions against effects, input and navigation invariants), each with the tempting unsound version beside it. Use when starting a spec, when adding a property to one, or when a property keeps convicting an app that behaved.
---
# Choosing what to assert
You have sanderling driving your app and now you have to say what must be true.
This is the hard part, and it fails in two directions: you freeze, or you write
six properties none of which can ever be false.
One rule orders everything below. **Soundness outranks detection.** A property
that convicts more often and is sometimes wrong is strictly worse than one that
convicts less and is never wrong, because a false conviction costs someone a day
and then costs the whole suite its credibility. When a property cannot establish
what it needs, it declines.
Each shape below gives the sound form and the tempting form next to it, because
the tempting one is usually what gets written first. The examples are from the
two specs in this repo: `replay-ui/sanderling/spec.ts` (sanderling fuzzing its
own trace browser) and `examples/folio/sanderling/spec.ts` with
`examples/folio/sanderling/predicates.ts` (a KMP finance app).
Once you have written properties, run `sanderling-spec-review` over them. It
audits what this file helps you build.
## 1. Two parts of the UI derive the same fact and must agree
Reach for this first, always. If your app shows the same number in two places,
or shows a thing and a count of that thing, or renders a list and a selection
into that list, you have a property and you do not have to think about windows,
calibration, or attribution to write it.
It is the strongest shape available. It holds on any run against any data, so
nothing needs recalibrating when a fixture changes; it needs no reasoning about
which action caused what; and an app that drifted on one of the two paths cannot
satisfy it. It is the backbone of `replay-ui/sanderling/spec.ts`, which states it
three times over: the toolbar's step count against the number of rows the list
renders, the toolbar's step against the step the screenshot panel built its URL
from, and the tab badge's violation count against the number of rows the
violations panel shows.
```ts
const stepCountMatchesTheList = always(() => {
const current = toolbar.current;
const rows = stepRows.current;
if (!current || current.stepCount === null || rows.length === 0) return true;
return current.stepCount === rows.length;
});
```
**What goes wrong: reading the second value off the wrong element.** Scope each
reading to the panel you mean, by name, not by position in the tree.
```ts
// tempting: the first screenshot on the page
s.ax.find({ "data-testid": "screenshot" })
// sound: the before panel's screenshot
s.ax.find([{ "data-testid": "state-before" }, { "data-testid": "screenshot" }])
```
Both versions pass most of the time. The fuzzer put the before panel on another
tab, which left the after panel's image first on the page, and the first version
fired against a UI that was behaving correctly.
**What else goes wrong: never getting both readings onto one step.** This
shape's failure mode is vacuity, not false conviction, which makes it quiet. An
undirected run over replay-ui went 40 steps without switching a single tab out
of roughly 15 clickable elements, leaving both tab-facing properties vacuously
true. The fix is in the action tree, not the property: give the action that
brings the second reading into view its own weight.
```ts
const switchATab = actions(() => {
const tabs = tabElements.current;
return tabs.length === 0 ? [] : [Tap({ on: from(tabs).generate() })];
});
export const actionsRoot = weighted(
[25, switchATab],
[20, showAViolatingStepWithItsPanel],
[25, defaultActions],
);
```
Weighting one half is usually not enough, and this is the part that surprises
people. `badgeCountMatchesThePanel` needs a badge, which a tab strip renders
only for a step that has a violation, and a panel to compare it against, which
exists only while a particular tab is selected. Undirected actions put both on
the same step 0 times in the 80 steps of replay-ui's first dogfood run. Aiming
at the violating step alone just moved the misses to the other side: still 0
judged. `showAViolatingStepWithItsPanel` in that spec aims at both halves in
sequence, selecting a violating row and then opening a panel if none is up.
It also opens the *after* panel deliberately, because the before panel's
screenshot is what `screenshotShowsTheSelectedStep` reads, and covering it up
would buy one property's evidence with another's. When two properties read the
same screen, an action tree can starve one to feed the other, and nothing in the
run output will say so.
## 2. An effect must not exceed what the actions could have caused
When the app has an effect you can measure (money moved, rows added, a counter
climbed), state a bound on it rather than a prediction of it.
**Prefer an upper bound to an equality.** This is the single most valuable
sentence in this file.
Folio shipped one of these both ways and the equality lost, so the two are worth
reading side by side. Each line is the last line of a predicate in
`examples/folio/sanderling/predicates.ts`, after the guards, at a step where
exactly one submit sits in the window:
```ts
// what folio's total-balance property demanded, until 6e8e6d5
Math.abs(currTotalBalance - prevTotalBalance) === typedAmount
// what it demands now
Math.abs(currTotalBalance - prevTotalBalance) <= typedAmount
// and the same bound stated as the violation, over the account's own balance
Math.abs(currAccountBalance - prevAccountBalance) > typedAmount
```
All three catch the bug, because a double submit moves the balance by twice the
typed amount and twice x exceeds x. Only the equality also convicts an app that
behaved. A balance that has not moved is a commit still in flight (folio's
`createTransaction` runs in a coroutine, and Home's total re-renders on the
store's own schedule), a submit the app rejected, or a tap that never landed,
and none of those is evidence of anything.
The asymmetry is the point. Moving by more than one submit's worth is not
something a correct app can do, so the bound needs no case for any of the three.
The equality needs a case for each, and every one you forget is a false
conviction. Two of those cases are facts the runner cannot promise you (see
below): an action it could not confirm was applied, and an action it had to
relaunch the app after. Both leave the balance under the bound and both break an
equality, so a bound counts them and an equality has to decline on them.
You do give something up, so make the trade deliberately. A bound cannot see a
balance that moved by *less* than the typed amount, and for a ledger that is a
real bug. The question to settle before giving it up is whether your readings are
tight enough to tell "moved by less" from "has not finished moving yet". If they
are not, the equality was never detecting that bug either; it was reporting it at
random.
The bound has one precondition, and it is the same one as shape 3: it bounds the
effect by what the actions in the window could have caused, so the window has to
count every action that could cause the effect. Miss one and the bound is not a
bound.
## 3. Count the actions, not the amounts
The same bound, stated in counts. One action must not produce two effects.
```ts
!committedTransactionsExceedSubmits({
countsBefore: homeTxnCounts.previous ?? null,
countsAfter: homeTxnCounts.current,
submitsInWindow: submitsSinceCounts.current,
})
```
Reach for this whenever the effect is countable. No arithmetic on values the UI
formatted and you parsed back, no float precision to reason about, and it stays
sound however wide the window between two readings gets, since both sides
accumulate over the same window.
It has exactly two failure modes and both are about the window. Neither makes it
unsound. Both make it useless, quietly.
**The window has to close often enough to attribute anything.** The window opens
when you last read the fact and closes when you read it again, so a run that
wanders away from that screen accumulates budget on one side of the bound
without accumulating evidence on the other. Measured on a real iOS run: it went
from step 19 to step 136 without returning to the screen the property reads,
giving a transaction rise of 15 against a window of 37 submits. 15 is not more
than 37, so nothing was reported. The same run also gave 4 against 7, 6 against
13, and 1 against 1. Sound throughout, detected nothing.
The obvious fix is to read the fact somewhere the run visits often. The better
one, when the wide window is the app's own shape rather than an accident, is to
**state the same rule a second time over a narrower window**, which is what
folio's spec now does:
```ts
const submitCommitsOneTransactionPerAction = always(
next(
() =>
!committedTransactionsExceedSubmits({ /* Home's counts, wide window */ }) &&
!committedAmountExceedsOneSubmit({ /* this account's balance, narrow window */ }),
),
);
```
The counting form can only close its window on a Home reading, and a walk that
stays inside the transaction flow leaves it hundreds of steps and dozens of
submits wide. The second conjunct says the same thing in money about the one
account whose screen the walk is already on, and the transaction flow redraws
that balance on nearly every frame, so its window is usually a single action
wide, narrow enough to tell one commit from two. One rule, two windows, and the
narrow one is where the detection actually comes from.
That only works because the two readings are kept from spanning two accounts:
`readAccountBalance` drops its carrier on every route that is not the ledger or
the transaction screen, transition frames included. A narrow window buys nothing
if the pair it compares straddles two different subjects.
**The window must not be spent on actions that provably could not cause the
effect.** A bound inflated by taps that commit nothing is a bound the app can
never exceed, which is slack a real double submit hides behind. Folio's
transaction submit is `clickable(enabled = amount.isNotBlank())`, so a tap with
an empty field never fires at all, and the app's own `parseCents` refuses
anything outside `^\d+(\.\d{1,2})?$` or parsing to zero. Measured over four
recorded Android runs, 19, 11, 25 and 25 of 35, 26, 42 and 42 submit taps landed
with the amount field empty, which is roughly half the budget in every one.
`submitCouldCommit` in `predicates.ts` is that rule, and note how narrowly it is
drawn. It returns false only where folio's own code **must** have refused, and
returns true for anything it cannot rule out, including an undefined reading and
an amount too large for the app to hold. Over-counting costs a detection;
under-counting convicts a healthy app.
Establishing that an action could not have had an effect is app knowledge, not
something the runner can tell you, and it has to come from the frame the tap
read. Folio reads the amount field on the landing frame, which is sound because
the tap changes nothing about it and one action runs per step.
`element.enabled` is on every `AccessibilityElement` for the general case,
though whether your platform populates it honestly is worth checking on a real
tree rather than assuming.
The mirror of this rule matters just as much: an action whose effect you cannot
rule out **must** be counted. Leaving out submits whose dispatch the runner
could not confirm is what once convicted a healthy app here, when the property
saw a transaction rise of one against a window of zero.
## 4. A value the user can reach must stay inside its legal range
Anything the user can type, or a URL can carry, or a deep link can set, is
attacker-controlled input to your app even when the attacker is a fuzzer. The
property is that it stays legal, and it is cheap: one reading, no window, no
attribution.
```ts
const selectedStepIsInRange = always(() => {
const current = toolbar.current;
if (!current || current.step === null || current.stepCount === null) return true;
return current.step >= 1 && current.step <= current.stepCount;
});
```
Two things make that sound. The bound comes from the app's own reading of how
many steps the run has, not from a number you typed after looking at a fixture.
And it asserts legality rather than a prediction:
```ts
// tempting: I tapped next, so it must now be on step n + 1
toolbar.current.step === (toolbar.previous?.step ?? 0) + 1
```
which is false at the end of the run, false when the tap did not land, and false
whenever the app is within its rights to clamp. Assert what must not happen.
## 5. State machine and navigation invariants
Every screen with a selection, a mode, or a route has invariants that are true
by construction and therefore worth stating, because "by construction" is
exactly what breaks.
**Exactly one, not at least one.** The looser version is the tempting one and it
gives up the interesting half of the bug.
```ts
const exactlyOneStepIsSelected = always(() => {
const rows = stepRows.current;
if (rows.length === 0) return true;
return rows.filter((row) => row.active).length === 1;
});
```
Two selected rows is a stuck selection. Zero is the toolbar showing a step the
list has no row for, which is what an off-by-one or a failed clamp looks like
from the list's side, and `>= 1` would never see it.
**A view change must not be a navigation.** Switching a tab, opening a menu or
toggling a theme must leave the app where it was.
```ts
const switchingTabsKeepsTheStep = always(
next(() => {
const previousTabs = activeTabs.previous;
const previousToolbar = toolbar.previous;
const currentToolbar = toolbar.current;
if (previousTabs === undefined || previousTabs === activeTabs.current) return true;
if (!previousToolbar || !currentToolbar) return true;
return previousToolbar.step === currentToolbar.step;
}),
);
```
Note the guard: it declines unless the tab strip actually changed. A property
about an event must first establish that the event happened.
The tempting unsound version of a navigation property is asserting the route you
were hoping for, `route.current === "home"` after tapping submit. The app is
within its rights to show a validation error and stay, and folio does exactly
that for an amount of zero. State what must not happen, not what you wanted to.
Deriving the route at all deserves care, and folio's `routeOfFrame` is the
pattern: it returns the screen only when exactly one screen marker is in the
tree, and null otherwise. Android's hierarchy dump carries the outgoing and the
incoming screen together on 425 of 1879 steps measured across 17 runs, better
than one frame in five. Such a frame is evidence about neither screen, and
ranking the markers to pick one is how a spec convicts itself on an animation.
## 6. The ones you get for free, on one platform each
```ts
import { noUncaughtExceptions, noLogcatErrors } from "@sanderling/spec/defaults";
export const properties = { noUncaughtExceptions, /* yours */ };
```
Both read a field the driver fills, and each field is filled on one platform, so
check which one is yours before counting either as coverage. Folio's spec exports
neither, and that is the tell: one spec drives its Android, iOS and web builds,
and neither of these holds anything on all three.
`noUncaughtExceptions` fails when `state.exceptions` is non-empty. Only the web
runtime fills it, from `error` and `unhandledrejection` listeners installed in
the page by `pkg/spec/src/web-runtime.ts`. On web it is worth the line: a fuzzer
typing `'; DROP TABLE--` and a 4096-character string into every field it finds
will surface real breakage through it. On Android and iOS the field is never
populated, so the property holds at every step of a run that crashed.
`noLogcatErrors` fails on a log line at level `E`. An uncaught Java or Kotlin
throwable is logged there, so on Android it is the nearest equivalent and worth
turning on once you know your app's log hygiene can support it. It holds
vacuously on web and iOS.
That leaves iOS with neither, and it leaves both platforms uncovered for the
thing that matters most anyway. An app can be thoroughly wrong about money
without throwing once.
## The rules that cut across all of them
**Absence is unknown, never a default.** Extractors return null when the element
is not there, and a property handed null declines. `0`, `""` and `[]` are the
values that turn a property into one that fires on healthy runs: folio's
balances once parsed as `0` on web, so the check, an equality at the time,
became `|0 - 0| === typed` and was false at every healthy submit. Under today's
bound the same `0` reads as `|0 - 0| <= typed` and passes at every submit
instead, which is the same defect wearing green. An empty list has the same
problem in the other direction, and it is worse because it looks reasonable.
Android renders Home's own node a frame or two before its list, so `findAll` over the cards
comes back empty while the screen already claims to be Home. That is unknown,
not "no accounts", and reading it as zero accounts killed folio's counting
invariant outright: `countsBefore` was `{}` at every evaluation point of all 17
runs measured.
**Attribution needs injective keys.** If two distinct objects can produce the
same identity key, a value silently jumps between unrelated series. Merged UI
text is the usual culprit: web collapses an account card into a single node
whose text runs the name into the count, so an account named `Travel1` with 25
transactions and one named `Travel12` with 5 both render `TRTravel125
transactions`. No function of that string can separate them. Where a key can
collide, drop the reading rather than guess: `homeTxnCountsOf` leaves out any
name carried by more than one card, because subtracting two different accounts'
counts convicts a healthy app of double-submitting.
**Match whole keys, not endings.** `endsWith` attribution judges an older
account named `Emergency Fund` when the user typed `Fund`: have the new card
clipped out of the reading, the way a list clips any card, and the old account
is convicted for money it has held all along. Substring matching is looser
still. Build every form of the key the platforms can produce and compare each
one whole, which is what `createdAccountHasNonZeroBalance` does with
`account.name === typed || account.name === initialsOf(typed) + typed`. Note
that this bought detections as well as soundness: under the suffix test, a name
that two cards ended with was thrown away as unattributable rather than matched
to the one card that actually carried it.
**What the runner could not promise.** `state.lastAction` is
`Action & { applied: true | null; relaunched: true | null }`, and collapsing any
of its states is unsound:
- `null`, the whole field, means no action ran
- `applied: true` means the runner saw the dispatch succeed
- `applied: null` means it was dispatched and nobody can find out whether it
landed, because an RPC deadline can fire after the tap arrived
- `relaunched: true` means the runner had to bring the app back to the
foreground after this action, so the two readings straddle a restart
One rule covers the last two, and it is the rule that decides shape 2 for you.
An action the runner cannot fully vouch for **still counts toward a bound on
what the app could have done**, and it **never licenses attributing an effect to
it**. So a bound counts it and a property demanding an effect has to decline on
it. That is why `committedAmountExceedsOneSubmit`, which only bounds how far the
balance could have moved, needs no `confirmedApplied` guard, while
`createdAccountHasNonZeroBalance`, which demands that a card appear, does.
Demanding the effect of an action that may never have run convicts the app of
the runner's own uncertainty.
A relaunch is not symmetric with that, and folio is a good illustration of why a
bound can still need the guard. `SqlLedgerStore` starts its flows on
`stateIn(Eagerly, emptyList())` and Home composes the total unconditionally, so
a restarted app draws `$0.00` until sqlite answers. That is not a commit the
restart swallowed, it is a reading of the wrong process, and its size is
arbitrary. A bound cannot absorb it, so the balance properties keep
`acrossRelaunch` even though they are bounds. Work out what a restart does to
the reading, not just to the effect.
`relaunched` is the same shape of fact as `applied`, applied to app state rather
than to dispatch. The action itself did happen. What nobody can promise across
it is that the process ran continuously, that the commit survived, or that the
screen is showing the same slice of the same list it was. So a property assuming
continuous state declines, via `acrossRelaunch(lastAction)`.
`createdAccountHasNonZeroBalance` declines because Home redraws from the top and
the card carrying the typed name may be an older account laid out where the new
one used to be. `countSubmitsInWindow` uses the same call to **stop trusting its
own refusal evidence**, since a relaunch is the one thing that can put a form
state on screen other than the one the tap read.
Both fields are `true | null` rather than booleans, and that is deliberate: only
the positive report is a fact the runner can vouch for, so `null` is "not
reported" rather than "did not happen". `relaunched` shows why it has to be that
way. Web and iOS cannot read the foreground at all, so they never relaunch the
app and equally cannot promise it never restarted, and a `false` there would be
a claim nobody is in a position to make. Read the absence as a guarantee and you
have made the same mistake as reading a missing value as zero, one level up.
**Testing a property means both directions, every time.**
- it fires on the bug it exists to catch
- it stays silent on a run where the app behaved
The second is the one people skip and the one that catches unsoundness. Build
the fixture where the effect happens legitimately, at the boundary the property
draws, and assert silence: the commit that is still settling, the submit the app
refused, the card that scrolled into view rather than being created, the pair of
readings taken either side of a relaunch. A property you have only ever seen go
red is a property you have half tested.
Then hand it to `sanderling-spec-review`, which will ask how many steps it
actually judged on a real run.
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---
name: sanderling-run-triage
description: Work out what a finished sanderling run actually proves. Use before trusting a green run, before filing the bug a red run seems to show, and any time the exit code is the only thing anyone has looked at.
---
# Reading a run honestly
A run produces one number that is easy to read and several that are worth
reading. The easy one says whether a process finished. It does not say whether
anything was checked, whether what was checked was your app, or whether the
violation it reports is about the app at all.
Work through the sections in order and report what you established and what you
could not. "This run is not evidence, and here is the signal that says so" is a
complete and useful answer.
## 1. The exit codes
- **0** means the run completed. It does **not** mean no violations. Without
`--exit-on-violation` a run that recorded violations still exits 0: measured
on a ten step web run that recorded two, `run complete: 10 steps` and
`2 violation record(s)`, exit code 0.
- **2** means the run recorded a violation under `--exit-on-violation` and
stopped there. The same ten step run with the flag exits 2 after four steps.
- **1** means the harness broke. A bad target gives
`error: launch app: page load error net::ERR_UNSAFE_PORT` and exit 1, and
writes no run directory at all, because the trace is created after the launch
succeeds.
Anything other than 0 and 2 means the run did not complete, and a missing
`trace.jsonl` under a 0 or a 2 means there is nothing to judge rather than
nothing to report.
Exit 2 is not a conviction. `.github/scripts/folio-run.sh` is the worked example
worth reading in full: it exists because a thrown predicate reaches exit 2 by the
identical path a real conviction does, and so does a violation of a real but
unrelated property in the same spec. It sorts a trace's violations three ways,
by name and by `is_error`: convictions of the properties the leg gates on,
predicates that threw, and other real violations the leg has nothing to say
about. Do the same sort by hand before you call a 2 a finding.
## 2. Reading a witness
Witnesses live in `trace.jsonl`, one object per step under `witnesses`, keyed by
property name. A real conviction and a real throw from the same run:
```json
{"step": 4, "violations": ["countStaysUnderThree"],
"witnesses": {"countStaysUnderThree": {
"reason": "predicate false", "step": 4, "detected_step": 4,
"extractors": {"count": 3}}}}
{"step": 5, "violations": ["throwsOnceCountIsFour"],
"witnesses": {"throwsOnceCountIsFour": {
"reason": "Error: boom: no reading for this screen at <eval>:501:37(14)",
"is_error": true, "step": 5, "detected_step": 5,
"extractors": {"count": 4}}}}
```
`step` is where the failed obligation was armed and `detected_step` is where the
evaluation produced the violation; for a deferred obligation (a `next`, an
`eventually`) they differ, and `extractors` is `detected_step`'s state, not
`step`'s.
The discipline is one sentence: open the witness and confirm those values could
actually produce that verdict. An iOS witness read `typedAmount = 0`, and
`submitChangesBalanceByAtMostTypedAmount` in
`examples/folio/sanderling/predicates.ts` returns true at `typedAmount === 0`
before it compares anything. So the trace
appeared to show a conviction that could not have happened. The verdict was real
and the artifact was lying, and until that was resolved neither the bug report
nor the fix could be trusted.
When a witness value looks impossible, suspect the reading before you suspect
the property. Values reach a witness through the driver, and the driver can be
wrong in ways the spec cannot see: erasing a text field used to leave characters
behind, because a backspace only deletes to the left of the cursor and the
runner taps the field's centre, and 7 of 19 measured `InputText` observations
left residue that the spec then reasoned about as if it were the typed value.
Two more things the witness tells you, if the spec extracts them. folio declares
`extract("lastAction", s => s.lastAction)` precisely so they land in the trace:
`applied: true` means the runner saw the dispatch succeed, `applied: null` means
it was dispatched and nobody knows whether it landed, and `relaunched: true`
means the app restarted between the two readings. A property attributing an
effect to an action of unknown fate is unsound; see `sanderling-spec-review`.
Finally, a property violates once. After it fires, its residual stays `false`
(or `{"op": "error", ...}`) for every remaining step and it is never evaluated
again. Measured across steps 4 to 10 of that run, `countStaysUnderThree` reads
`{"op": "false"}` at every step after the first. So the violation count is a
count of distinct properties, not of occurrences, and everything after a
property's first violation is unchecked by that property.
## 3. A green run fails in two ways
Either it checked nothing, or it checked and the fuzzer never reached the bug.
These need opposite responses (fix the spec or the hooks; spend more budget or
better actions) and the exit code distinguishes neither.
The first is not a hypothetical. Against an empty page, six steps, exit 0, `no
violations`, and `countNeverNegative` judged **0 of 6**: its extractor returned
null every step, its guard short-circuited, and its residual read `{"op":
"true"}` at every step, exactly as it reads when it compares real values.
So count, per property, the steps where its guard passed and it compared
something (**judged**) against the steps where it returned true without
comparing anything (**declined**). `.github/scripts/replay-ui-summary.sh` does
this for the replay-ui spec and prints a judged/declined table for exactly this
reason. To do it by hand from a trace:
- fold `extractor_changes` forward per step. Only extractors whose value changed
are recorded, so a step with no entry for an extractor means unchanged, not
absent. Measured: `{"count": {"prev": 0, "curr": 2}}` at one step and no
`count` entry at the next.
- skip steps carrying `skipped_verification` or `transitional`. They advance
nothing.
- apply each property's own guard to the folded values and count.
That script also carries the honest warning about this technique: restating a
property's guard outside the property is a second copy that can drift, so it
checks that the trace's property names still match the ones it counts and that
the spec still declares the extractors it reads, and it fails loudly when either
moves.
Do not try to read judged-versus-declined off `residuals`. `always(p)` residuals
to `{"op": "true"}` whether `p` compared real values or short-circuited, so the
two are indistinguishable there.
## 4. A red run fails in two ways
Either a property was proved false about the app, or a predicate threw.
`is_error` in the witness separates them and they mean opposite things.
A conviction is a claim about the app. A throw is a claim about the spec, and it
is worse than an unhelpful result: the property is violated from that step on
whatever the app does, so it checks nothing for the rest of the run, and under
`--exit-on-violation` the run ended there so nothing past it was checked by
anything. The `reason` carries the JavaScript error and its location, which is
usually enough to find it: `Error: boom: no reading for this screen at
<eval>:501:37(14)`.
The third case is a real violation of a property that is not the one you are
asking about. It is a finding, and it is somebody's bug, but the run has nothing
to say about the question you asked it. Name the property before you claim the
result.
## 5. When a run is not evidence at all
Some runs never got far enough for any of the above to matter, and every one of
them exits 0 and reports no violations.
**It never reached the app.** A launch flake left a fuzzer on the device
launcher for 200 steps in 65 seconds, two nodes per snapshot, exit 0, no
violations (issue #81). The check is that the app's own marker appears in the
trace at all: the folio CI leg greps for `"AddTransactionScreen"` and fails the
run when it is absent, which is more honest than any exit code it could read.
The run's stdout also carries `app left foreground; relaunching` with the
package it found instead.
**The hierarchy is a handful of nodes.** `nodes=` in each step line is the
cheapest signal there is. Measured: 6 on a four-element page, 2 on an empty one.
A run whose `nodes` never leaves single digits is looking at a launcher, a
crash screen, or a page that failed to boot.
**It never left one screen.** `screen=` constant for the whole trace, or a
`route` extractor that never changes value.
**Steps far faster than the run's own median.** Take the per-step deltas from
each step's `timestamp` and compare them against the run's median. A stretch of
steps at a fraction of it is a driver that is not waiting for an app, because
there is no app to wait for: 200 steps in 65 seconds is 325 ms a step, against
seconds a step for a run that is driving something real.
**It spent its budget on one action.** Count `next_action` by kind and selector.
A run whose actions are one selector explored nothing, whatever its step count.
None of these change the exit code. All of them change what the run proves,
which is nothing.
## 6. `skipped_verification`, `transitional`, and the judged count
The runner skips the verifier for a step whose hierarchy was still moving: an
Android NavHost mid cross-fade after the retry budget, or a hierarchy fetch that
failed or came back empty. Pushing such a tree would poison the previous/current
extractor advance and make the next clean step convict a healthy app, so the
step is recorded for replay and judged by nothing. `transitional` marks the
tree; `skipped_verification` is set exactly when the verifier was skipped.
The run says so itself:
```
7 step(s) judged by nothing: the screen was still moving when it was read
```
Subtract it. `run complete: 240 steps` with that line is a 233 step run for
every purpose that matters, and `replay-ui-summary.sh` reports the pair as
"N steps recorded, M verified" for the same reason. A run with many of these is
telling you the driver could not get a clean read of your app, which is a
finding about the setup and worth chasing rather than quietly accepting the
smaller number.
## Reporting
For any run, report: the exit code and whether `--exit-on-violation` was set;
steps recorded against steps verified; per property, judged against declined;
for every violation, its `is_error` and the witness values you actually opened;
and which of the section 5 signals you checked. Name the step behind any claim.
A run is evidence only for the properties that judged, and only for the app it
was actually looking at. Everything else it produced is a log.
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---
name: sanderling-setup
description: Get sanderling running against an app that is not folio. Use before writing a spec for a new app, when deciding what test hooks the app needs, and when a run will not start or starts and sees nothing.
---
# Getting sanderling onto your app
The goal of setup is not a run that finishes. It is a run whose output you can
believe. Two things decide that, and both are usually treated as chores: the
handles the app exposes, and the state the app starts in. Everything else here
is plumbing.
Every flag below is one the binary accepts, checked against `sanderling test -h`
on this revision. That command is the authority, not this file and not the
manual. Check before you use a flag you have not seen work.
## 1. Install, then check the host
The CLI installs from the release script, and the spec package from npm:
```sh
curl -fsSL https://raw.githubusercontent.com/priyanshujain/sanderling/master/install.sh | bash
npm install --save-dev @sanderling/spec
```
Both come from the same release tag and the CLI bundles the package's TypeScript
when it evaluates your spec, so they move together.
`sanderling doctor` reports the host's readiness per platform and exits non-zero
if anything is missing. Each line names the check and, on a failure, what to do
about it. On a Mac with the Android SDK installed but a CLI built by a plain
`go build`, `sanderling doctor --platform android` says:
```
OK adb on PATH or under the Android SDK
OK emulator on PATH or under the Android SDK
OK java 17+ on PATH
FAIL sidecar JAR is real (not placeholder): placeholder JAR embedded; run `make sidecar && make sanderling` to embed the real fat JAR
error: 1 check(s) failed
```
Scope it with `--platform web|android|ios|ios-device|all` (default `all`). Web
needs a Chromium that launches headless. Android needs `adb`, an emulator, Java
17 or newer, and the embedded sidecar JAR. iOS needs `xcrun` and `simctl`;
`ios-device` adds `devicectl`, the macOS usbmuxd socket, a connected paired
device, and App Store Connect signing credentials.
The `adb` and `emulator` checks resolve through the same helpers a run uses, so
they search PATH, then `ANDROID_HOME` and `ANDROID_SDK_ROOT`, then
`~/Library/Android/sdk`, `~/Android/Sdk` and the Homebrew command-line-tools
paths. A host the doctor passes is a host a run can drive, and a failure names
every location it tried. What the doctor cannot tell you is the reverse: a
missing SDK can also surface during a run as `sidecar health check: context
deadline exceeded` about thirty seconds in, which names the symptom and not the
cause (issue #69). If you see it, go back to
`sanderling doctor --platform android` before believing anything about the
sidecar.
Two traps if you build from source rather than installing a release. A plain
`go build ./cmd/sanderling` embeds a placeholder sidecar JAR, so every Android
run stops at `sidecar: binary built without -tags withsidecar`; `make sanderling`
(or `make sanderling-android`) embeds the real one. And `go run ./cmd/sanderling
test` collapses the process exit code: a run that exits 2 comes back from
`go run` as 1 with `exit status 2` printed. Use the built binary whenever the
exit code matters, which is always in CI.
## 2. Point it at the app
Android takes the applicationId, boots an AVD with `--avd`, and picks between
attached devices with `--device <serial>` as `adb devices` prints it:
```sh
sanderling test --spec spec.ts --bundle-id com.example.app --avd Pixel_7_API_34
```
iOS takes `--platform ios` and `--ios-device`, which accepts a simulator name or
UDID, or a connected device's name, UDID, or CoreDevice id. `--ios-app-path`
points at the `.app` bundle and is what makes clear-state real; see section 4.
Web takes a URL as the bundle id:
```sh
sanderling test --spec spec.ts --platform web --bundle-id http://127.0.0.1:8799/index.html
```
The web target has to genuinely load. A page that boots to a blank canvas still
produces steps, still exits 0, and proves nothing: folio's own web leg needs
COOP/COEP headers or its sqlite worker never starts, which is why
`.github/scripts/folio-run.sh` serves the build itself instead of using a stock
static server. Confirm the app rendered before you read anything else.
## 3. Test hooks are a prerequisite, not a polish step
This is the part that decides whether a spec is possible at all. The header of
`replay-ui/sanderling/spec.ts` states it as the lesson it is:
> The hooks it drives (data-testid, data-step, ...) were added to the UI for
> this spec. Needing them is the lesson: a UI with no stable handles is a UI
> nothing can assert on, and that is as true for a person writing a test as it
> is for a fuzzer.
A fuzzer is not asking for anything a human test author does not need. It is
only less able to squint at a screenshot and guess. Budget the hooks as part of
adopting sanderling, before the spec, not after the first vacuous run.
`testTag` is the portable name. `internal/hierarchy/hierarchy.go` aliases it to
`resource-id`, `identifier` and `accessibilityIdentifier`, so one selector
matches on every platform. What you have to add differs:
**Compose on Android.** `Modifier.testTag("AddAccountSubmit")` alone does not
reach the accessibility tree. The tree only carries it when a root composable
sets `semantics { testTagsAsResourceId = true }`. folio does this once, at the
app root, through an expect/actual bridge:
`examples/folio/app/shared/src/androidMain/kotlin/app/folio/ui/TestTagBridge.android.kt`.
Without it every `testTag` selector matches nothing, every property over it
declines, and the run goes green having checked nothing.
**Web.** `data-testid` is the hook. Every `data-*` attribute on the element
reaches the spec under `attrs`, camel-cased the way `dataset` does it, so
`data-step-count` reads as `attrs.stepCount`. That is how the replay-ui spec
reads a panel's own claim about which step it is showing rather than re-deriving
it. Hooks that carry a value, not just an identity, are what make cross-panel
agreement properties possible.
**iOS.** `accessibilityIdentifier`, set via `.accessibilityIdentifier` in
SwiftUI or UIKit. Compose Multiplatform maps `testTag` to it for you.
Two rules about the names themselves. On Android and iOS a `testTag` selector
falls through to a substring compare, so `{testTag: "Sub"}` matches
`AddAccountSubmit`; on web the same selector compiles to an exact CSS attribute
match and hits nothing. Make each hook a whole distinct name rather than a
fragment of another, and you are right on both. And give every screen a marker
of its own, because a route extractor is what lets a property decline on the
screens it has nothing to say about.
The check that a hook exists is not that you added it. It is that you can point
at a step in a real trace where a selector over it resolved to a value.
`sanderling-spec-authoring` covers which hooks a spec needs and in what order to
add them; this section is about what each platform requires before any of that
reaches the tree.
## 4. A run must start from a known state
`--clear-data` defaults to true and is the difference between a repeatable run
and a measurement of your own leftovers. A second run that inherits the first
one's accounts, cache and completed onboarding diverges at step 1: the seed
reproduces nothing, the two runs' step counts are not comparable, and any number
you quote from the pair is noise.
What "clear" reaches depends on the platform, and in two cases it silently
reaches less than you expect:
- Android wipes app data through the sidecar. On OEM builds that deny
`pm clear`, pass `--android-app-path <apk>` and it uninstalls and reinstalls
instead.
- iOS simulator without `--ios-app-path` resets the data container only and
prints `clear-state requested without an app path: resetting the data
container only`. With the path it does a full `simctl` uninstall and install.
The container wipe is a real reset and folio's own iOS leg relies on it; the
reinstall path is the one that races FrontBoard.
- iOS on a physical device without `--ios-app-path` does not clear at all. It
prints `clear-state on a physical device requires --ios-app-path for a
reinstall; skipping (state not cleared)` and carries on. A device run left on
the default flag inherits every previous run's data.
- Web clears cookies and the target origin's storage. It cannot touch your
backend. If your app's state lives on a server, reset it yourself between
runs.
`--clear-data=false` is a legitimate choice in one situation: you have just
installed a fresh build, so the app is already in clear state and an in-run
reinstall would only add a failure mode. Outside that, a run that resumes is a
run you cannot repeat.
## 5. The device does not have to be local
Android talks to whatever adb server the environment names.
`ADB_SERVER_SOCKET=tcp:host:port` (or `tcp:port` for a server on this machine)
is read first, then the older `ANDROID_ADB_SERVER_ADDRESS` and
`ANDROID_ADB_SERVER_PORT` pair, then the loopback default. The CLI shells out to
`adb` and inherits it; the JVM sidecar resolves the same variables when it
attaches to a serial.
Two things to get right. Pass `--device <serial>` exactly as the remote server
reports it: with no serial the sidecar's target is a local `localhost:5555`, not
your remote device. And a serial that already looks like `host:port` is dialled
straight at adbd, bypassing any server, which is a different path with different
failure modes. A value the sidecar cannot parse fails the run rather than
falling back to loopback, and that is deliberate: emulator serials are numbered
per server, so a quiet fallback would drive whatever this machine calls
`emulator-5554` and report the results as the remote device's.
## 6. What a first run prints
A ten step web run, in full:
```
bundled spec: 16532 bytes (sha256=71375ed5bfc7)
bundled web spec: 33131 bytes (sha256=779bae3c8fee)
spec loaded into verifier
trace dir: runs/20260815-172356
running for 1m30s or 10 steps, whichever comes first (seed=7)
step index=1 screen="/index.html" nodes=6
...
step index=10 screen="/index.html" nodes=6
elapsed: 1.715s
run complete: 10 steps
no violations.
```
`nodes=` is the first number to read and the cheapest lie detector you have. On
that page, four elements plus html and body gave `nodes=6`. The same command
against an empty page gives `nodes=2` for every step, and still exits 0 with no
violations. If `nodes` is a handful and never grows, the run is looking at
something that is not your app.
`screen=` is web-only and has nothing to do with your spec's screen hooks: the
Chrome driver puts the URL hash, or the pathname when there is no hash, on the
root node, and only that driver writes the attribute. On Android and iOS it is
empty on every step, so an empty `screen=` there is the normal reading and not a
symptom. On web, a `screen=` that never changes means the run never left one
URL, which for a single-page app that routes in memory is also normal. Your
spec's own route extractor is the thing to trust on every platform.
The summary can carry a third line you should never skim past:
```
7 step(s) judged by nothing: the screen was still moving when it was read
```
Those steps were recorded but no property judged them, so the run's step count
and its checked count are different numbers. `sanderling-run-triage` is about
what to do with that.
Set `--max-steps` whenever you intend to compare two runs: a step budget is what
makes them comparable, since duration alone does not. `--seed` fixes the PRNG,
and seed 0 draws a random one and records it in `meta.json`.
## 7. The run directory
Each run writes `<output>/<UTC timestamp>/`, containing `meta.json`,
`trace.jsonl`, and one PNG per step under `screenshots/`. `--output` defaults to
`./runs`.
`meta.json` is the run's identity: seed, spec path, bundled spec sha256,
platform, bundle id, start and end times, generator, `max_steps`,
`duration_millis`, host, and the `--arm` label if you set one. Two runs that
differ in any of those are different runs and cannot be pooled.
If the app never launched, there is no run directory at all: the launch error
comes before the trace is created. `error: launch app: ...` with nothing under
`./runs` means the run never began, which is a different thing from a run that
began and found nothing.
Open a run with `sanderling replay <dir>`, which accepts either the parent runs
directory or a single run directory.
## Reporting
Say what you actually ran and what came back: the `doctor` output you got rather
than the one you expected, the exact `sanderling test` command, the step count
and the `nodes=` figure from the first run, and for each hook you added, the step
in a real trace where a selector over it resolved. Name what you could not
establish, particularly any platform you did not run on.
Setup is finished when a property can be written that could fail. Write it with
`sanderling-spec-authoring`, review it with `sanderling-spec-review`, and read
the run it produces with `sanderling-run-triage`.
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---
name: sanderling-spec-authoring
description: Write a sanderling spec for an app: test hooks, extractors, selectors, properties, and an action tree that reaches the states the properties read. Use when adopting sanderling for a new app, when adding a property to an existing spec, and when a run is green because it never reached the state the property was written for.
---
# Writing a sanderling spec
A spec is a TypeScript module the runner evaluates once per step. It exports
`properties` and `actionsRoot`, plus an optional `setup` and `generator`.
Writing one is easy. Writing one that would catch a real bug is not, because a
spec that checks nothing looks exactly like a spec that checks everything: both
are a green run.
So the order below is arranged around getting evidence early that each piece
reads what you think it reads. When the spec is written, audit it with
`sanderling-spec-review` before trusting a green run from it.
## Write it in this order
Hooks, then extractors, then **one** property, then run it and read the witness,
then everything else. Writing six properties before the first run is how people
end up with six that cannot fire, and nothing in the output tells you which.
## Hooks first
Your app needs stable handles or nothing can name what it is asserting on. The
hooks the replay UI's spec drives (`data-testid`, `data-step`) were added to the
UI for that spec, and its header says why: a UI with no stable handles is a UI
nothing can assert on, and that is as true for a person writing a test as it is
for a fuzzer.
Put a hook on the screen or route markers, on every container you will scope a
lookup to, and on every fact you will read. `testTag` is the portable one: it
surfaces as resource-id on Android and accessibilityIdentifier on iOS, and on
web it resolves to `data-testid` or `id`.
## Extractors
`extract(name, fn)` reads one fact off `state.ax` per step. `.current` is this
step's value, `.previous` the last step's, `undefined` on the first step.
Name every one. The name is what you get back later: `extractor_changes` in
`trace.jsonl` carries the prev/curr pair for each extractor whose value moved,
and the witness recorded at a violation carries the extractor values behind it,
by name. An unnamed extractor shows up as `extractor_3`, which tells you nothing
at the point you most need to know what the property was looking at.
The rule that decides whether the spec is worth anything:
> **Return `null` when the element is absent. Never `0`, `""`, or `[]`.**
An unreadable fact is unknown, and a default turns unknown into a claim. Both
directions bite. Folio parsed a missing balance as `0` and its property became
`Math.abs(0 - 0) === typedAmount`, false at every healthy submit. Read a missing
panel's row count as `0` and the property says the cart is empty when the truth
is that the cart is not on screen. Where the ambiguity is real, call it unknown:
an empty `findAll` is both "no rows" and "not drawn yet", and folio treats it as
unknown, which costs the very first account of a run and buys back every card
that arrived late.
Extractors run before properties and action generators, and they may not read
each other. If two readings must come off one parse, put the parse in a helper
both call: `examples/folio/sanderling/predicates.ts` does this with
`oncePerFrame`, keyed on the state object, since both hosts build a new state
object per step.
## Selectors
`ax.find` and `ax.findAll` take a string (`"id:CartBadge"`), an object
(`{id: "CartBadge"}`), or an array of objects for a path. Element handles carry
their own `.find` / `.findAll` scoped to their subtree.
The two forms resolve identically: an object key is matched by the same rule its
string form uses, so `{id: "X"}` and `"id:X"` can never pick different elements.
What differs is the rule per key. Measured against an Android dump holding
`com.app:id/CartBadge`, whose content-desc is `Cart, 3 items`, alongside
`AddAccountSubmit`:
| Selector | Resolves to |
|---|---|
| `{id: "CartBadge"}` | the badge: `id` matches the whole resource-id, or the part after `:id/` |
| `{id: "Sub"}` | nothing: `id` wants a whole name, not a fragment |
| `{testTag: "CartBadge"}` | the badge: `testTag` reaches resource-id on Android and accessibilityIdentifier on iOS |
| `{testTag: "Sub"}` | `AddAccountSubmit`, because every key outside the `id` / `desc` / `descPrefix` special cases is a **substring** match |
| `{desc: "Cart"}` | the badge: `desc` takes the whole description, or an iOS merged label starting `Cart, ` |
`testTag` is the portable key and the one to reach for, but name the element in
full. A substring match on `Sub` is not a match, it is a coincidence, and it
will one day pick a different control.
A selector that matches nothing makes every property over it vacuous, and
nothing anywhere reports that. This is why the selector you verify is the one
you found a real value for in a witness, not the one that looked right when you
wrote it.
**Scope the lookup to a container instead of taking the first match on the
page.** From `replay-ui/sanderling/spec.ts`: an earlier draft of
`screenshotShowsTheSelectedStep` took the first screenshot on the page, the
fuzzer put the "before" panel on another tab, which left the "after" panel's
image first, and the property fired against a UI that was behaving correctly. It
now reads `s.ax.find([{ "data-testid": "state-before" }, { "data-testid": "screenshot" }])`
and is scoped to the panel it means.
A screen marker is not enough scope on its own during a navigation. Android's
hierarchy dump carries the outgoing and the incoming screen together on 425 of
1879 steps measured across 17 runs, better than one frame in five, so a find
scoped to a screen the app has already left still resolves. Decide the route once
per frame, return `null` when more than one screen marker is present, and have
every reading take its answer from there. `routeOfFrame` in folio's
`predicates.ts` is that rule and carries the measurements.
## Properties
`always(f)` requires `f` at every step. `next(f)` inside it compares this step
to the next, which is how you state "this action had that effect". `now(f)`
evaluates at the current step inside a formula body.
`eventually(f).within(n, "steps" | "seconds" | "milliseconds")` requires `f`
before the window closes and convicts at the step it does not. Unbounded, it
does not stop being a liveness obligation: one that never fires is violated when
the run ends, with the reason `eventually never satisfied`. So an `eventually`
over a state your run may not reach fires on every run that does not reach it,
and that is the usual way a first spec ends up red for no reason. At the top
level an `eventually` is one goal for the whole run, armed once and discharged
for good the first time it holds; written inside `always` it re-arms at every
step, which asks for the window to be met from everywhere. Every formula has
`.implies`, `.and`, `.or`, `.not`.
The stock properties are in `@sanderling/spec/defaults`. Both are cheap and both
are narrower than their names suggest, so know which platform yours runs on.
`noUncaughtExceptions` fails when `state.exceptions` is non-empty, and today only
the web runtime fills it: `pkg/spec/src/web-runtime.ts` installs `error` and
`unhandledrejection` listeners in the page. On Android and iOS nothing populates
the field, so it holds at every step whatever the app does. Export it on web,
where it is free and real; on native, understand that a green run says nothing
about crashes.
`noLogcatErrors` fails on any log line the driver reports at level `E`, which is
where an uncaught Java or Kotlin throwable lands, so on Android it is the closest
thing to `noUncaughtExceptions`. It holds vacuously on web and iOS. Neither
platform has an equivalent today: an iOS crash is invisible to both properties.
## What makes a good first property
Prefer a **cross-panel agreement**: two parts of the UI that derive the same fact
by different paths must say the same thing. The toolbar prints a step count and
the list renders rows; a badge counts violation records and the panel counts the
rows it can show for them. Those hold on any run, so they never need
recalibrating against a fixture, and an app that gets the fact wrong in one of
the two places cannot satisfy them however it was driven there.
Three of the seven properties in `replay-ui/sanderling/spec.ts` are this shape:
`stepCountMatchesTheList`, `screenshotShowsTheSelectedStep` and
`badgeCountMatchesThePanel`. The rest of that spec shows what to write when no
second panel derives the fact: a range invariant on user input
(`selectedStepIsInRange`), a counting invariant inside one panel
(`exactlyOneStepIsSelected`), a no-effect property across an action
(`switchingTabsKeepsTheStep`), and the stock `noUncaughtExceptions`. All of them
still hold on any run, which is the property worth keeping.
Contrast a property that needs the fuzzer to reach a specific state, like
folio's "a submit moves the balance by no more than the amount typed". That is where
the real bugs are, and it is the harder thing to keep honest: it needs an action
tree that reaches the state, a window that closes often enough to bound what
happened inside it, and attribution that cannot blame the wrong action. Folio's
counting form went 117 steps between two readings on one iOS run and gathered 37
submits against a rise of 15 transactions, which is perfectly sound and says
nothing at all; the fix was to state the same rule over a number the app redraws
on nearly every frame, so the window is usually one action wide. Write these
second, and read `sanderling-spec-review` before you believe one.
Whichever you write, name the input that makes it return false before you move
on. If you cannot, it is decoration.
## Actions
`actions(() => Action[])` returns the candidate actions for this step and the
picker chooses one. The verbs are `Tap`, `DoubleTap`, `LongPress`, `InputText`,
`Scroll`, `Swipe`, `PressKey`, and `Wait`. The built-in generators are `taps`,
`doubleTaps`, `longPresses`, `typing`, `scrolls`, `swipes`, `pressKeys`, and
`waitOnce`. `defaultActions` bundles five of them: taps and typing at 100,
scrolls 50, swipes 25, double taps 10. `longPresses`, `pressKeys` and `waitOnce`
are not in it, so a spec that only exports `defaultActions` never presses android
back, never long-presses, and never waits. Weight those in yourself if the app
has behaviour behind them.
`weighted([n, generator], ...)` composes them with relative weights.
`whenRoute(routeExtractor, routes, body)` runs `body` only on the named screens.
The optional `setup` export runs before `actionsRoot` for as long as it returns
actions, which is where login and onboarding belong; it re-engages on its own if
the app logs itself out mid-run. Values come from `from(items)`,
`integers().between(min, max)`, `strings().length(min, max).alpha()`,
`emails().domain(host)`, and `edgeCaseText()`, all drawn from the run's seeded
PRNG so a seed replays exactly.
**The default enumeration explores, but reaching a specific interesting state
usually needs a weighted action of your own.** With about 15 clickable elements
on the replay UI's page, an undirected run went 40 steps without switching a
single tab, which left both tab-facing properties vacuously true. Its badge
agreement is worse: it needs two readings on one step, a badge, which only a
step that has a violation renders, and a violations panel to compare it against.
Undirected actions put both on the same step **0 times in the 80 steps of the
first dogfood run**. The property was reachable in principle and judged nothing
in practice, and aiming at the step alone just moved the misses to the other
side, 0 judged either way. It took an action that selects a violating step and
then opens a panel if none is up. Folio weights its transaction chain at 45 for
the same reason: both balance properties observe that flow and nothing else
reaches it.
So for every property, name the action in the tree that puts everything it reads
on screen at the same step. If there is none, add one, and give it enough weight
that a short run gets there.
## Soundness outranks everything else here
A property must never convict an app that behaved correctly. A property that
convicts more often and is sometimes wrong is strictly worse than one that
convicts less and is never wrong, because a false conviction costs someone a day
and then costs the whole suite its credibility. **When in doubt, a property
should decline to judge.**
Declining costs at most a detection. Convicting a healthy app costs the spec.
Concretely that means unknown stays `null`, a bound is preferred to an equality
where the window can hold more than one cause, and a value carried across a
screen change is dropped rather than compared.
It also means reading `state.lastAction` for what it actually promises, which is
three different things and not one:
- `state.lastAction === null`: no action ran.
- `applied: true`: the runner saw the dispatch succeed.
- `applied: null`: it was dispatched and nobody knows whether it landed.
The rule is short. **An action of unknown fate still counts toward bounds on
what the app could have done, but it never licenses attributing an effect to
it.** Leave it out of the bound and you convict a healthy app: folio saw a
transaction rise of one against a window of zero submits and called it a double
submit. Demand its effect and you convict the app of the runner's own
uncertainty.
`relaunched: true` says the runner had to bring the app back to the foreground
after the action, so the two readings straddle a restart. The action still
happened and still counts toward the bound, but nothing about state running
continuously between the two readings survives it, and a property demanding that
action's effect has to decline. Like `applied`, its null is "not reported", not
"the app never restarted": web and iOS cannot read the foreground at all, so only
an explicit `true` licenses declining.
## Run it, then read the witness
**Write one property, run it, and read the witness before you write the second.**
This is the step that gets skipped and it is the one that pays. A spec that has
never had its readings confirmed against a real run looks exactly like a spec
that has, right up until you find out that an extractor reads `null` on the
platform you care about, or that a selector matches nothing, or that the value
being compared is not the value you thought.
```sh
sanderling test --spec spec.ts --bundle-id com.example.app --platform android --duration 2m
sanderling replay
```
Confirm two things before adding anything. First, that each extractor holds a
real value at some step, by finding it in `extractor_changes` in `trace.jsonl`;
the replay UI's hierarchy panel separately tells you whether the element your
selector names is in the tree at all. Second, that the property actually
compared values on some step rather than short-circuiting on its own guard. A
green run is evidence only if you can point at a step where a property fired.
Only then write the next property.
Once a property is worth keeping, its logic is worth testing away from the
device. Folio keeps its predicates in a plain module and unit-tests them in
`pkg/spec/test/folio-*.test.ts`, run by `make test-spec-api`; the app's own
Kotlin tests are `make test-folio`. Those files are the model for testing a
property in isolation, including the direction people skip: a fixture where the
effect happens legitimately, asserting that the predicate stays silent.
## A spec to adapt
Complete and self-contained: a storefront whose header badge and cart panel both
know how many things are in the cart.
```ts
import { InputText, Tap, actions, always, extract, from, integers, weighted } from "@sanderling/spec";
import { defaultActions, noUncaughtExceptions } from "@sanderling/spec/defaults";
function wholeNumber(text: string | undefined): number | null {
if (!text) return null;
const parsed = Number(text.trim());
return Number.isInteger(parsed) ? parsed : null;
}
// The header badge: the app's own count of what is in the cart.
const badgeCount = extract("badgeCount", s =>
wholeNumber(s.ax.find({ testTag: "CartBadge" })?.text));
// The same fact by another path: the rows the cart panel renders. No panel is
// null rather than 0, because nothing on screen is a fact we do not have, and
// 0 would claim the cart is empty.
const cartRowCount = extract("cartRowCount", s => {
const panel = s.ax.find({ testTag: "CartPanel" });
return panel ? panel.findAll({ testTag: "CartRow" }).length : null;
});
const checkoutEnabled = extract("checkoutEnabled", s => {
const button = s.ax.find({ testTag: "CheckoutButton" });
return button ? button.enabled === true : null;
});
// Two parts of the UI count the cart by different routes through the app's own
// state, so they cannot disagree about how many things are in it.
const badgeMatchesTheCart = always(() => {
const badge = badgeCount.current;
const rows = cartRowCount.current;
if (badge === null || rows === null) return true;
return badge === rows;
});
// Checkout is offered exactly when there is something to check out.
const emptyCartCannotCheckOut = always(() => {
const rows = cartRowCount.current;
const enabled = checkoutEnabled.current;
if (rows === null || enabled === null) return true;
return rows > 0 || !enabled;
});
export const properties = {
noUncaughtExceptions,
badgeMatchesTheCart,
emptyCartCannotCheckOut,
};
const productCards = extract("productCards", s => s.ax.findAll({ testTag: "ProductCard" }));
const cartButton = extract("cartButton", s => s.ax.find({ testTag: "CartButton" }));
const quantityField = extract("quantityField", s =>
s.ax.find([{ testTag: "CartPanel" }, { testTag: "QuantityField" }]));
const addAProduct = actions(() => {
const cards = productCards.current;
return cards.length === 0 ? [] : [Tap({ on: from(cards).generate() })];
});
const openTheCart = actions(() => {
const button = cartButton.current;
return button ? [Tap({ on: button })] : [];
});
const quantities = integers().between(1, 5);
const changeAQuantity = actions(() => {
const field = quantityField.current;
return field ? [InputText({ into: field, text: String(quantities.generate()) })] : [];
});
// Both properties read the cart panel, so a run that never opens it judges
// nothing. defaultActions carries the rest of the app.
export const actionsRoot = weighted(
[35, addAProduct],
[25, openTheCart],
[15, changeAQuantity],
[25, defaultActions],
);
```
Both properties here decline whenever the panel is off screen, which is honest
and also the thing to measure first: if `openTheCart` never wins the draw, they
judge nothing, exactly like the replay UI's badge property did for 80 steps.
The two real specs in the repo are the fuller references.
`replay-ui/sanderling/spec.ts` is the cross-panel spec written the way this page
recommends. `examples/folio/sanderling/spec.ts` with its `predicates.ts` is the
harder kind, a spec that attributes effects to actions across screens, and every
comment in it records a way it was once wrong. `docs/manual/spec-language.md` is
the lookup reference for anything not covered here.
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---
name: sanderling-spec-review
description: Review a sanderling spec for properties that cannot fail, cannot pass, or convict a healthy app. Use before trusting any spec, after any spec change, and whenever a run is green but you are not sure it checked anything.
---
# Reviewing a sanderling spec
A spec that is wrong does not look wrong. It looks like a passing run. Every
failure below was found in a real spec that had been green for weeks, and each
was caught by reading a witness rather than an exit code.
Work through the checks in order. Report what you actually verified and what you
could not; a review that says "I could not establish this" is worth more than one
that implies coverage it did not check.
## 1. Can each property ever fail?
For every property, find the input that makes it return false, and say what it is.
If you cannot name one, the property is decoration.
The common shape is a guard that short-circuits on absent elements:
```ts
const badgeMatchesPanel = always(() => {
const badges = violationBadges.current;
const panels = panelCounts.current;
if (badges.length === 0 || panels.length === 0) return true; // declines
return panels.every((c) => c === badges[0]);
});
```
That guard is correct in isolation: with nothing on screen there is nothing to
disagree about. It is also how a property judges zero steps in an eighty step run
and reports success. Measured on a real run, that exact property judged **0 of 80
steps** while the job went green.
So counting matters. For each property, count the steps where its guard passed
and it actually compared values (**judged**) against the steps where it returned
true without comparing anything (**declined**). A property that judged nothing
proved nothing, whatever the exit code said.
You can reconstruct this from a trace: fold `extractor_changes` forward per step
to recover each extractor's value, then apply the property's own guard. Do not
try to read it from `residuals`: `always(p)` residuals back to `{"op":"true"}`
whether `p` compared real values or short-circuited, so the two are
indistinguishable there.
## 2. Can each property ever pass?
The mirror failure. A missing fact read as a value instead of as unknown turns a
property into one that fires on every healthy run.
```ts
// balances parse to 0 when the element is missing
Math.abs(currBalance - prevBalance) === typedAmount // 0 - 0 === typed, always
```
Check every extractor: does it return `null` when the element is absent, or does
it return `0`, `""`, or `[]`? An unreadable fact is unknown, never a default.
## 3. Would it convict an app that behaved correctly?
This is the only unforgivable failure. A property that convicts more often and is
sometimes wrong is strictly worse than one that convicts less and is never wrong,
because a false conviction costs someone a day and then costs the whole suite its
credibility.
Test both directions for every property, always:
- it fires on the bug it exists to catch
- it stays silent on a run where the app behaved
The second test is the one that matters and the one people skip. Build a fixture
where the effect happens legitimately and assert silence.
## 4. Is the attribution sound?
When a property blames an effect on an action, check it cannot blame the wrong one.
**Identity keys must be injective.** If two distinct objects can produce the same
key, a value can jump between unrelated series without anything noticing. Merged
UI text is the usual culprit: an account named `Travel1` with 25 transactions and
one named `Travel12` with 5 can both render `TRTravel125 transactions`. No
function of that string can separate them.
**Match whole keys, not endings or substrings.** `endsWith` attribution judges an
older account named `Emergency Fund` when the user typed `Fund`.
Selector matching has the same trap on Android and iOS, and it is easy to miss
which keys carry it. `id`, `desc` and `descPrefix` resolve by rules of their own
(exact or `:id/`-suffixed, exact or comma-prefixed, starts-with), so
`{id: "Sub"}` correctly matches nothing. Every other key, `text` and `testTag`
included, falls through to a substring compare, so `{testTag: "Sub"}` matches
`AddAccountSubmit`. That is not a match, it is a coincidence, and a property
built on it judges whichever element happens to contain the fragment.
The web path does not share the rule, which is its own trap. `web-runtime.ts`
compiles an object selector to CSS, and every key becomes an exact attribute
match (`descPrefix` alone becomes a `^=` prefix). So the loose selector that
resolved on Android resolves to nothing on web, and every property over it goes
vacuously true rather than red. Reviewing a cross-platform spec means checking
that each selector is exact enough for native and literal enough for web.
**Drop the carrier when the screen changes.** A value carried across a route
change is a value read from a screen that is no longer there.
## 5. Are the windows bounded?
A property that compares two readings and counts actions between them is only as
good as how often it closes the window.
Real numbers from a real leg: a run went from step 19 to step 136 without
returning to the screen the property read, so it saw a rise of 15 against a window
of 37 actions. 15 is not more than 37, so nothing was reported, and the same run
also gave 4 against 7, 6 against 13, and 1 against 1. The property was sound the
whole time and detected nothing.
Two fixes, and prefer the first:
- **Close the window more often.** Read the fact somewhere the run visits often,
not somewhere it visits rarely.
- **Do not spend budget on actions that cannot have caused anything.** If the
submit button is disabled when the field is empty, a tap on it committed
nothing and must not count. That one change halved the window on a real spec.
Prefer an **upper bound** to an equality. `|delta| > typedAmount` is sound where
`|delta| === typedAmount` convicts a commit still in flight, a refused submit, and
a tap that never landed.
## 6. Does every selector actually resolve?
A selector that matches nothing makes every property over it vacuous, and nothing
reports it. Verify by finding a step whose witness holds a real value for it, not
by reading the selector and believing it.
## 7. Does the property know what the runner could not promise?
`state.lastAction` distinguishes three things, and a property that collapses them
is unsound:
- `null` means no action ran
- `applied: true` means the runner saw the dispatch succeed
- `applied: null` means it was dispatched and nobody knows whether it landed
An action of unknown fate still counts toward **bounds on what the app could have
done**, and never licenses attributing an effect **to** it. `relaunched: true`
says the app restarted between two readings, so a property assuming continuous
state must decline.
## Reporting
For each property give: can it fail, can it pass, does it convict a healthy app,
how many steps it judged on a real run, and what you could not check. Name the
step and the witness values behind any claim that a property works.
A green run is evidence only if you can point at a step where a property actually
fired. Read the witness, not the exit code.