AFK implementation pipelines for coding agents (Claude Code / Kimi Code / Codex) — the autonomous execution layer on top of Matt Pocock's engineering skills
Skill Claude CodeCodex
Matt Pocock pipeline variant that dispatches implementation to Codex (via /codex:rescue + mp-implement-issue) and code-quality review to Codex (via /codex:adversarial-review), keeping only spec-compliance review as Claude Code subagents. Planning (Phase 0-2 + Phase 4) stays in this session. Use when the user wants a…
Skill Claude CodeCodex
Use when the user provides any kind of feature spec (rough notes / system design / partial spec / canonical PRD) and wants it implemented end-to-end autonomously on the Kimi Code CLI (AgentSwarm-engined), or invokes /kimi-mp-implement.
Skill Claude CodeCodex
Pick up a single AFK-labeled issue (from a PRD already decomposed by /to-tickets or /mp-implement) and implement it end-to-end using Matt Pocock's TDD + diagnose discipline. Use when user wants to drive one issue at a time, says "implement.
Skill Claude CodeCodex
Use when the user provides any kind of feature spec (rough notes / system design / partial spec / canonical PRD) and wants it implemented end-to-end autonomously on Claude Code alone — no external execution engine — or invokes /mp-implement.
Skill Claude CodeCodex
Use when receiving code review feedback, before implementing suggestions — verify each finding against the codebase, clarify unclear items first, act by severity, push back with evidence when the reviewer is wrong.
Skill Claude CodeCodex
Dispatch an independent reviewer subagent over a diff. Use when completing a task or feature, or before merging.
Skill Claude CodeCodex
Execute a decomposed plan in-session — fresh subagent per task, fixed spec-then-quality review loops. /mp-implement's Phase 3 fallback engine when the Workflow tool is unavailable.
Skill Claude CodeCodex
Use when starting feature work that needs isolation from the current workspace, or before executing implementation plans — ensures an isolated workspace exists via native worktree tools or git worktree fallback.
Skill Claude CodeCodex
Run the verification and read its output before claiming work is complete, fixed, or passing — evidence first, claim second. Use before any completion claim, commit, PR, or harvest.