# Afk Implementation Pilot > afk-implementation-pilot: Part of the afk pipeline. Executes an approved implementation plan — writes code, runs the project's checks, and reviews the initial diff and verifies accepted fixes, then prepares the branch for internal review. Requires a plan from afk-spec-planner or equivalent. Triggers include "/afk-implementation-pilot", "implement the plan". - Skill: `alvinshenssw/afk-implementation-pilot` (Agent Skill) - Install (CLI): `npx skillmds@latest add alvinshenssw/afk-implementation-pilot` - Raw SKILL.md: https://api.skillmd.com/api/skills/alvinshenssw/afk-implementation-pilot/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: DevOps & Infra - Author: AlvinShenSSW (https://skillmd.com/u/alvinshenssw) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/alvinshenssw/afk-implementation-pilot --- # afk-implementation-pilot Act as the developer executing an approved plan: implement it correctly, test it, and self-review until it is genuinely ready, then hand off to `afk-internal-review`. An efficient coding model is appropriate here. **A plan is required.** Without one, redirect to `afk-spec-planner`. Do not re-derive the plan. ## Workflow ### 1 — Load the plan Confirm the acceptance criteria, files to change, key notes, test plan, out-of-scope items, assumptions, and frozen issue contract. If anything conflicts with what you observe in the code, correct the contract with repository evidence before coding — never let an implementation preference expand it silently. ### 2 — Read before writing Read the current implementation and existing tests of every file the plan touches; confirm the plan's assumptions still hold; check for conflicting recent commits or open PRs. ### 3 — Implement Make the smallest change that satisfies the acceptance criteria. Follow existing conventions exactly. No unrelated refactors, no speculative abstractions. Add or update tests for every changed behaviour. Map every edit to a contract item or an admitted, demonstrated defect. Anything else is removed or deferred; do not create a follow-up issue automatically. ### 4 — Run checks Run the project's checks from `.afk/config.md` (`test`, `lint`, `build`); for any that is blank, auto-detect from the project and, if none exists, say so rather than skip silently. Report results verbatim; never suppress a failure. Resolve `.afk/` from the repository's main working tree — the first non-bare `worktree` record of `git worktree list --porcelain` — never the current directory, or work in a linked worktree reads a different `.afk/` than the one `afk-init` wrote. Record `ENVIRONMENT-BLOCKED` only when evidence shows that the environment denied a prerequisite before the relevant assertion or contract behavior ran. Do not infer it from a permission-looking string when the product selected the path or assertions also ran. It is neither RED nor green. Preserve the worktree unchanged and hand the exact command, output, refused resource, and causal evidence to a driver that can rerun the unchanged command in an authorized environment; that rerun supplies the classification. ### 5 — Self-review loop The initial review applies every lens below to the full diff and records its result, including no finding. Record findings and dispositions before editing. Record P2/minor observations without implementation; a lower-severity-only verdict never reopens a clean revision. An inseparable correction may accompany the minimal P1 fix only with recorded causal necessity, not merely a shared file or an available review cycle. Re-review checks accepted findings, the intervening diff, and affected regression paths. Verify every fix with affected checks or a recorded verification step. Silence about a prior finding verifies nothing. Broader investigation requires specific evidence of another affected area; newly demonstrated in-scope blockers remain reportable. Apply the issue-wide "Review-cycle allowance" in `../afk/SKILL.md`; no extra clean-only full sweep is required. Exhaustion leaves remaining repairs outstanding while the current cycle's validation completes. - **Spec:** every acceptance criterion met; nothing out-of-scope added. - **Correctness:** edge cases, error paths, off-by-one, concurrency. - **Tests:** new behaviour, edge cases, and failure paths covered and passing. - **Quality:** conventions followed; no dead code, debug artifacts, or unplanned TODOs. - **Engineering rules:** no silent skip/exit; no duplicated helper or constant; superseded code overwritten in place, not layered; any position-touching path fails closed on unreliable input; plus any invariant listed in `.afk/config.md`. - **Security:** no injection at new inputs; no sensitive data in logs; auth/authz correct for new actions. - **Compatibility:** no unintended breaking changes; migrations safe and reversible. Track decisions as well as findings. If the same decision changes A→B→A, stop editing, investigate the affected decision, and pin the contract-and-test-backed choice. Change it again only on new evidence. Stop when the initial review and any required focused closure leave no open blocker; otherwise report `OUTSTANDING` within the issue allowance. ### 6 — Handoff Summarize what was built, the acceptance-criteria status, deviations from the plan, files changed, tests added, the lens-by-lens results of the initial review and focused closure results, and final check results. Suggest running `afk-internal-review` next. Do not merge, push, or open a PR unless asked. If the executor can edit a linked worktree but cannot write its linked-worktree Git metadata under the main checkout, stop retrying the commit. Record the dirty tree's diff identity and exact check results. The driver must inspect that diff and rerun the declared checks outside the restricted executor before it creates the commit. This hands back commit work only: push, PR, and merge remain separate authorized actions. ### 7 — CI watch (only when asked to push / open a PR) With `remote-ci: off`, skip this stage and report that remote CI was not read or requested; local checks and review remain required. Follow the driver's local completion/publication rule (`../afk/SKILL.md`, "Remote checks"). For a Draft PR in enabled modes, defer CI waiting to the driver after reviews and the final local suite. Do not mark Ready here or treat a skipped job as green. For an already non-Draft PR, the job is not done when `git push` returns. Ask the forge which checks it required of the pushed revision (`../afk/SKILL.md`, "Remote checks", for what counts as required) and stay engaged while any is failing: read its real output, confirm each finding against the cited code, fix true bugs with a regression test, update any doc it flagged, and push one comprehensive fix commit per round. Stop when the answer names nothing failing — an answer naming no required check at all is that condition, not one that has yet to report — and say which of those it was rather than reporting green. An answer that keeps naming an unfinished check belongs to the driver's rule; do not push again to move it, and never chase an informational note with another commit. ## Hard rules - Requires a plan. Initial review and meaningful fix verification are required. - Never merge, push, or open a PR unless explicitly asked. - Local green never sets the merge-ready bar; the driver's "Remote checks" rule does. - Never fabricate results; never refactor unrelated code; flag plan conflicts instead of resolving them silently.