Adaptive terse-output mode that cuts filler, narration, preamble, and postamble from agent responses to reduce output-token burn — without ever cutting code, errors, decisions, explanations the human asked for, or verification steps. Use when the user says…
End-of-session ritual for AI working sessions — writes changelog with a session-economics footer (tokens, cost, contract score), updates status snapshot, scans staged diff for forbidden strings, checks audit trail integrity, writes a next-session contract…
Pre-flight procedure for writing and reviewing deployment runbooks that reference environment variables. Enforces git-grep-at-deployed-ref verification so runbook variable names match the code that will actually run. Covers finding the deployed SHA, grep…
Pre-publish scrub procedure for moving content from a private workspace to a public repository without leaking internal references, real pricing, employer names, or unverifiable claims. Covers file-level grep, claim softening, byte-verification after push,…
Safe discipline for landing multiple PRs through an automated merge gate. Prevents silent content loss from stacked merges, enforces hash-verification of target branch tips, and covers source-branch identification before pushing. Use when the user says "I…
Structured triage procedure for automated dependency-bump PRs (Dependabot, Renovate, or similar). Covers batching strategy, AI-reviewer false-positive handling, registry verification, and safe merge sequencing. Use when the user says "triage my dependency…
Manage an append-only decision log for AI-assisted projects, preventing silent reversals across sessions and models. Handles writing new entries, locking decisions, checking for conflicts with existing locked entries, and reading the ledger at session boot.…
Structured triage and rotation procedure for a leaked credential or API key. Enforces triage-before-revoke discipline to avoid turning a security incident into a production outage. Use when the user says "I leaked a key", "found a key in a commit", "API key…