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Rules for agent-written UI: semantics before ARIA, keyboard parity, visible focus, and contrast that actually passes

Review an HTTP or RPC interface before it ships: naming, errors, pagination, versioning, and the parts that become permanent

Conventional Commits, branch naming, and a PR description template as standing rules

Review a schema migration before it runs: locks, blast radius, deploy compatibility, and a rehearsed rollback

Find why a test is flaky rather than retrying it: classify the cause, prove it, fix it, and quarantine honestly

Approval gates for risky agent actions: what needs asking, how to ask well, and what an approval does not cover

Turn a wall of logs into a ranked set of hypotheses, each with the evidence for it and the cheapest way to test it

Find why something is slow with measurement rather than intuition: baseline, profile, fix the top cost, verify

Structured PR review with risk classification, a correctness/security/test/perf checklist, and severity-tagged output

Rules for agent-written Python: explicit failures, boring data structures, dependency restraint, and honest type hints

Map an unfamiliar codebase into an architecture summary, entrypoints, conventions, and run/test instructions

Turn a question into a sourced brief — search plan, graded sources, claim ledger, and a brief template

CLAUDE.md-style rules for secrets, input validation, authz, dependency hygiene, and PII logging

Read an EXPLAIN plan, find the actual bottleneck, and propose the smallest index or rewrite that fixes it

Rules for agent-written SQL and migrations: no unbounded writes, no blocking locks, always a rollback path

Rules an agent must follow when writing TypeScript: type honesty, error handling, module boundaries, and what not to abstract

Rules for agent-written docs, commits, and PR descriptions: lead with the answer, cut hedging, and never invent certainty

Turns a merged PR list into polished, customer-facing release notes (test paid package)

A minimal workflow that greets you, inspects the repo, and summarizes it.