implement

implement is an Execution & autonomous loops skill for AI agents, published by Arindam200 in the awesome-ai-apps repository on GitHub. Skillspace rates implement D (66/100) and it passed the safety scan; the rating is based on static analysis only.

Drive a single workshop ticket through the inner SWE↔Tester loop. Resolves the ticket from `implement_yourself/tasks/`, creates an `implementing/from-scratch` branch (a fixed default — not derived from the ticket; subsequent tickets stack on top), launches the software-engineer agent to implement it, then routes by archetype — Tester runs on logic tickets, orchestrator spot-checks the SWE's AC walk on glue/bootstrap tickets, fast-path file existence check on docs tickets (Tester HARD-OFF). Loops on FAIL up to 3 times, moves the file to `tasks/done/`, then commits directly with `git commit -m`. Stops after one ticket — the human reviews the commit, talks through it, then re-invokes for the next ticket. Trigger when the user types `/implement`, asks to "implement task NNN", says "pick up the next ticket", or otherwise wants to ship one workshop ticket under supervision.

Grade

D

Quality

66 / 100

Safety

Passed

GitHub stars

13,166

Unproven: rated by static analysis only, not yet compared head-to-head.

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