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app-coding-standards
by Expensify
Provides coding standards for the Expensify App's React Native code, including performance patterns, consistency rules, and clean React architecture. Use when writing, modifying, or reviewing App code.
measure-telemetry-span
by Expensify
Use when measuring a Sentry performance span locally with an agent-device replay flow on iOS simulator or Android emulator.
agent-device
by Expensify
Drive iOS and Android devices for the Expensify App - testing, debugging, performance profiling, bug reproduction, and feature verification. Use when the developer needs to interact with the mobile app on a device.
playwright-app-testing
by Expensify
Test the Expensify App using Playwright browser automation. Use when user requests browser testing, after making frontend changes, or when debugging UI issues
agent-device-evidence
by Expensify
Records iOS/Android native MP4 evidence for test/repro flows extracted from an Expensify GitHub PR or issue. Use when the user asks to "record the flow for PR #X", "capture mobile evidence for issue #Y", or "produce screenshots/videos for <PR or issue URL>". Mobile-native only - declines mWeb and Desktop.
sentry
by Expensify
Analyze Sentry issues, spans, crashes, and performance metrics. Use when user requests check in Sentry, asks about performance metrics and spans or asks about crash rates.
onyx
by Expensify
Onyx state management patterns — useOnyx hook, action files, optimistic updates, collections, and offline-first architecture. Use when working with Onyx connections, writing action files, debugging state, or implementing API calls with optimistic data.
lint-review
by marin-community
Run the read-only infra/lint PR reporter only when invoked by CI or explicitly requested; do not select it for the commit workflow's fix-and-respond review.
aiox-squad-creator
by SynkraAI
Squad Creator (Craft). Use to create, validate, publish and manage squads
deploy-hero-change
by marin-community
"Deploy a significant code change (backend, kernel, optimizer, data path) to the live hero run: relaunch it under a new run id from a permanent checkpoint, compare against the old run over a trial window, and roll back if the gate fails; use only when the user asks to deploy a change to the hero."
marina-applet
by marin-community
Build, validate, publish, update, inspect, query, roll back, or archive a dynamic Marina applet. Use for Artifact+-style web apps that should run behind Marina authentication, carry small bundled assets or data, use an applet-owned Postgres schema, or add a trusted Python ASGI backend without a Marina image deployment.
review-pr
by marin-community
Review an explicitly identified Marin pull request against the repository's correctness and maintainability expectations.
consult-echo
by marin-community
Search or cite Echo when Marin's prior-work policy applies, another selected workflow requires it, or the user explicitly asks; do not substitute it for local code search.
refresh-fork
by marin-community
Refresh a named Marin external fork pin onto a newer upstream base using its configured descriptor and required end-to-end test.
commit
by marin-community
Use only when a change is ready to commit, push, or open or update its pull request; do not activate during implementation.
query-finelog
by marin-community
Query Finelog logs and telemetry for Iris tasks, workers, profiles, training, vLLM, and cross-cluster forwarding. Use for schema discovery, SQL, memory or CPU summaries, hub-versus-regional comparisons, counter semantics, and query-performance diagnosis.
triage-canary
by marin-community
Triage a failed canary ferry run only when invoked by CI with the required CANARY context.
debug
by marin-community
Diagnose a stated code, JAX, Marin, Iris, Zephyr, or TPU fault or startup/performance regression; do not activate for ordinary implementation or optimization without a symptom.
manage-hero-run
by marin-community
Launch, resume, monitor, hand off, or seal an explicitly requested production-critical Marin run, normally at least 1e22 FLOPs.
run-ferries
by marin-community
Launch, monitor, or seal a Marin canary or daily ferry only when explicitly requested.
run-research
by marin-community
Run a coordinated multi-session research program only when explicitly requested; maintain a logbook and durable snapshots.
add-grant
by marin-community
Implement a fully specified request for a GCP IAM resource grant or Cloud Run IAP viewer in marin-iac.
review-grant
by marin-community
Review an explicitly identified marin-iac grant PR that edits IAM data or a deploy-target module, confirm its decrypted principals and roles, then apply only the confirmed grant.
task-logbook
by marin-community
Maintain a task logbook only when explicitly requested for durable cross-session notes, reproducible experiments, or a coordinating issue; entries are append-only while summary indices may change.