Scaffold deterministic quality gates per WORKFLOW.md §11 — pre-commit (lint, format, secret-scan), pre-push (build, unit, integration). Detects the project's stack and recommends a hook runner (Husky / lefthook / pre-commit / native), scaffolds the runner config, and updates AGENTS.md Quality Gates. Use when the user wants to wire hooks, configure pre-commit / pre-push, set up quality gates, prevent --no-verify bypass, or close the WORKFLOW §11 advisory-vs-deterministic gap. Opt-in skill; not auto-installed.
Universal agent behavior and documentation discipline — think before coding, decide when grounded (only ask on judgment calls), ground in real patterns, prefer simplicity, make surgical changes, define verifiable goals, verify before claiming done, and write documentation that captures only definitions and decisions. Auto-invokes on non-trivial changes, refactors, debugging, "think before coding", "ground before coding", "verify done", "decide when grounded", "employee not co-pilot", "before implementing", on documentation work — "writing docs", "writing readme", "writing architecture", "writing adr", "writing task", "audit docs" — or whenever the task is ambiguous enough that guardrails matter.
Open a GitHub pull request with a uniform body shape. Four phases — preflight (`gh` auth + branch pushed), scope assembly (commits + diff vs base), draft body (Summary / Test plan / Links), open + report URL. Title format = Conventional Commits, type inferred from the dominant commit type in the range. `gh` CLI soft-fail with install hint. Triggers on "open a PR", "create a pull request", "submit a PR", "gh pr create", "/ad-pr".
Scaffold deterministic quality gates per WORKFLOW.md §11 — pre-commit (lint, format, secret-scan), pre-push (build, unit, integration). Detects the project's stack and recommends a hook runner (Husky / lefthook / pre-commit / native), scaffolds the runner config, and updates AGENTS.md Quality Gates. Use when the user wants to wire hooks, configure pre-commit / pre-push, set up quality gates, prevent --no-verify bypass, or close the WORKFLOW §11 advisory-vs-deterministic gap. Opt-in skill; not auto-installed in the universal set.
Universal agent behavior and documentation discipline — think before coding, decide when grounded (only ask on judgment calls), ground in real patterns, prefer simplicity, make surgical changes, define verifiable goals, verify before claiming done, and write documentation that captures only definitions and decisions. Auto-invokes on non-trivial changes, refactors, debugging, "think before coding", "ground before coding", "verify done", "decide when grounded", "employee not co-pilot", "before implementing", on documentation work — "writing docs", "writing readme", "writing architecture", "writing adr", "writing task", "audit docs" — or whenever the task is ambiguous enough that guardrails matter.
Open a GitHub pull request with a uniform body shape. Four phases — preflight (`gh` auth + branch pushed), scope assembly (commits + diff vs base), draft body (Summary / Test plan / Links), open + report URL. Title format = Conventional Commits, type inferred from the dominant commit type in the range. `gh` CLI soft-fail with install hint. Triggers on "open a PR", "create a pull request", "submit a PR", "gh pr create", "/ad-pr".
Read-only drift audit — compare AGENTS.md, ARCHITECTURE.md, and ADR statuses against what the code actually does. Outputs a drift list, never writes files. Use when the user wants to audit, review for drift, sanity-check, or report inconsistencies between the repo's docs and its code.
Generate AGENTS.md at the repo root by scanning the codebase first, pre-filling placeholders from observed signals, and asking only the genuine gaps. Use whenever the user wants to bootstrap, scaffold, generate, create, set up, or audit AGENTS.md / CLAUDE.md / agents.md (the operational guide for agents working on this project).