Stage gate
Agent Skills for AI coding agents. codebase-seo: SEO + GEO audit that traces redirect loops, lints JSON-LD, and applies the fixes in your codebase.
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Quality gates for the three checkpoints of a feature cycle: after planning (--plan gates the plan for unstated assumptions and unverifiable success criteria), after development (--dev reviews the diff for overcomplication and non-surgical changes), and after merge or release (--release captures lessons into rules and keeps the agent memory file lean via progressive disclosure). Agent-agnostic: targets CLAUDE.md, AGENTS.md, GEMINI.md, or Copilot instructions — Claude Code, Codex, Cursor, Copilot, Gemini CLI, Antigravity. --release also bootstraps a new repo: creates the memory file if missing, prunes init-generated bloat. Use for "review my plan", "gate this diff", "is this overcomplicated", "post-merge hygiene", "capture lessons", "CLAUDE.md is too long", "AGENTS.md is too long", "set up CLAUDE.md for this repo". Scope with --plan, --dev, --release.
SKILL.md
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stage-gate
One skill, three gates, run at the boundary each gate is named after. --plan and
--dev are read-only reviews; --release writes. Reference paths below are
relative to this skill's directory (Claude Code exposes it as
${CLAUDE_SKILL_DIR}); the working directory is the user's project.
| Flag | Gate | When to run | Writes |
|---|---|---|---|
--plan | plan review | after planning, before any code | no |
--dev | diff review | after coding, before push/PR | no |
--release | hygiene pass | after merge or release | yes |
No flag: infer the gate. An uncommitted or unpushed diff → --dev. No diff but a
plan in the conversation → --plan. Clean tree on the default branch → --release.
Say which gate you picked and why before running it.
Gates do not chain. Each runs at a different moment in the cycle, so there is no
--full; run the one that matches where the work is.
Gate 1 — plan review (--plan)
Read references/plan-gate.md and check the plan in context against it: assumptions stated, interpretations surfaced, simpler path considered, every step traceable to the request and paired with a runnable verification.
Verdict is Ready to build or Needs answers, with the blocking questions listed. Do not start implementing — the gate ends when the verdict is delivered.
Gate 2 — diff review (--dev)
Read references/diff-review.md. Establish the diff first (unstaged + staged;
else the branch against --base, default: the repo's default branch), then
review every hunk through the three lenses: Simplicity, Surgical, Verification.
Report per finding:
File: src/foo.ts:12-40
Lens: Simplicity | Surgical | Verification
Guideline: <the rule it breaks>
Why: <one sentence>
Suggested action: <minimal change>
Close with a table — # | Finding | Lens | Blocks push? — and a verdict:
Ship or Trim first. Report only; fixing the diff is a separate request.
Gate 3 — hygiene pass (--release)
Read references/memory-hygiene.md. It targets the repo's agent memory file —
CLAUDE.md, AGENTS.md, GEMINI.md, or Copilot instructions, whichever the
repo uses (detection table in the reference). Two jobs, in order:
- Capture lessons. Recurring findings from this cycle's
--devreviews (or corrections the user made during the work) become rules in the agent's rules location, each ≤10 lines, deduped against what is already there. - Keep the memory file lean. Line-count triage — under 50 ideal, 50–100
acceptable, over 100 refactor into rules files per the reference. Always
confirm a
## Verificationsection exists, and that the coding guardrails (think-before-coding, simplicity, surgical, goal-driven) are linked so they stay always-on.
This gate is built to no-op fast: within thresholds, nothing new to capture, verification section present → report "no action needed" and stop. That is what makes running it every cycle affordable.
It also doubles as the day-zero bootstrap: no memory file → create one from the
reference's target shape; run once after your agent's init command (Claude
Code's /init and equivalents), it prunes the generated file's inferable
content and seeds the guardrails from the start.
Edit the working tree and stop — no git add, no git commit. Review and
commit belong to the user.
Sources
The plan and diff gates adapt karpathy-guidelines
(MIT), derived from Andrej Karpathy's observations
on LLM coding pitfalls. The hygiene gate adapts the reclaude progressive-disclosure
refactoring skill. The preventive halves of those guidelines belong in the project's
agent memory file; this skill checks compliance at the boundaries, it does not
replace them.