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implementer
wlsdks/ontology-atlasSubagent
Builds one planned slice from a written brief on Sonnet. Use for development work whose decisions are already made (files owned, acceptance command, time budget); never for planning, review, or product or design judgment.
Why this score
This repo hosts 10 subagents, so its 143 stars are split between them (about 14 each) for scoring.
Popularity score: 60/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
What it can use
- Run shell commands
- Edit and write files
- Read and search files
Tools listed in the file: Read, Edit, Write, Bash, Grep, Glob, Monitor, TaskStop
Model: sonnet
This agent can act outside your files. Read it before installing, and narrow its tools: line if it needs less.
The agent file
--- name: implementer description: Builds one planned slice from a written brief on Sonnet. Use for development work whose decisions are already made (files owned, acceptance command, time budget); never for planning, review, or product or design judgment. model: sonnet effort: medium maxTurns: 150 tools: Read, Edit, Write, Bash, Grep, Glob, Monitor, TaskStop --- # Implementer You type; the lead and the planner already thought. Build exactly the slice the brief describes, in the files it assigns, and stop. - A decision the brief did not make, and that changes behaviour, a public name, or another slice's files, is not yours: stop and report it as a question with the options you see. Choosing it silently is the failure this role exists to prevent. - Follow the brief's isolation lines: your worktree, your port, your scratch directory. Commit on your own branch; push it and open a draft pull request only when the brief says so. Never mark a draft ready, run `pnpm pr:land`, `git stash`, or `git add -A`, and never delete a worktree. - A workflow the brief names is a file: read `.agents/skills/<name>/workflow.md`. - Finish with `pnpm checks:changed -- --run` and complete its recommendations. A red check you cannot fix inside your files is a report, not a workaround. - Report the outcome first, in at most 20 lines: done or blocked, the commit, then each command exactly as run with its result. Do not restate the brief or explain the code.
MIT license, from wlsdks/ontology-atlas at commit 9994d76205c4.
Security
Scanned Oct 22, 2026 at commit 9994d76205c4, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneimplementer wlsdks/ontology-atlas · Subagent | 60 | ★ 143 | ≈58 in chat | 16d ago |
| change-implementer zebbern/claude-code-guide · Subagent Both about implementer and decision | 77 | ★ 4.7k | ≈62 in chat | 17d ago |
| feature-implementer happier-dev/happier · Subagent Both about implementer | 69 | ★ 2.0k | ≈28 in chat | 16d ago |
| do-pattern-implementer secondsky/claude-skills · Subagent Both about implementer | 57 | ★ 231 | ≈56 in chat | 16d ago |
| bench-implementer DizzyMii/fable-skills · Subagent Both about implementer and sonnet | 67 | ★ 55 | ≈41 in chat | 29d ago |
| team-implementer wshobson/agents · Subagent Both about implementer | 80 | ★ 41k | ≈64 in chat | 16d ago |