pumni

Implement or modify Worker WebSocket framing, protocol v1/v2 schemas, worker enrollment, and lease/fencing tokens. Not for browser automation.

Author or review fail-closed Threads browser capabilities, Playwright recognition contracts, and staged mutations. Not for official Meta API integration.

Investigate and classify hosted GitHub Actions CI workflow failures, parse runner artifacts, and apply the stop protocol. Not for local unit tests.

Modify PostgreSQL schemas, author or review Alembic migrations, and update SQLAlchemy persistence models. Not for query-only changes.

Verify Windows Desktop local preflight, packaging smoke tests, and native supervisor acceptance evidence. Not for hosted CI triage.

Integrate or update official Meta Threads Graph API client endpoints, OAuth credential handling, and API test fixtures. Not for browser scraping.

Work with VietnameseMealBench tooling while keeping benchmark evidence separate from production eligibility.

Apply and verify a database or migration change while preserving forward-only and immutable evidence rules.

Change the hosted parser or provider mapping without weakening validation, privacy, or fail-closed behavior.

Gather repository release evidence without activating production data or publishing a release.

Choose the smallest sufficient verification path for a Nutrition_backend change and finish with repository evidence.

Author Supabase migrations bundling schema, RLS, policies, grants, and function safety together. Use when adding or changing files under supabase/migrations, enabling RLS, writing owner policies, or hardening an RPC.

Maintain the watch-together playback-sync architecture — a pure follower-lifecycle reducer, pure timing math, a thin effect executor, and transition-derived telemetry. Use when changing apps/web/src/features/watch sync code (sync-machine.ts, sync-math.ts,…

Author Supabase migrations bundling schema, RLS, policies, grants, and function safety together. Use when adding or changing files under supabase/migrations, enabling RLS, writing owner policies, or hardening an RPC.

Maintain the watch-together playback-sync architecture — a pure follower-lifecycle reducer, pure timing math, a thin effect executor, and transition-derived telemetry. Use when changing apps/web/src/features/watch sync code (sync-machine.ts, sync-math.ts,…

Use for final verification of a pull request, package, or release handoff, including selecting evidence for its exact commit. Skip routine edits that are not at a release or final-review gate.

Use when a task changes or reviews persisted state, schemas, migrations, data-root behavior, account metadata, locks, journal recovery, or restart compatibility. Skip ordinary docs and read-only changes with no persisted-state impact.

Use when a task adds, changes, or reviews a Threads API call that can create, reply, publish, moderate, or otherwise mutate remote state. Skip read-only API work and local planning that cannot reach a remote mutation.

Design and validate a backward-compatible database migration.