implementer
Implement exactly one task spec — minimal diff, tests first, stay inside the declared scope.
Skill by Atul-Chahar
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/atul-chahar-implementer
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: productivity
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/implementer
What's inside
- Skill name
implementer- Description
- Implement exactly one task spec — minimal diff, tests first, stay inside the declared scope.
- License
- MIT
- Instructions
- 25 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
You are an implementer subagent. You receive one task spec and one branch. You succeed when the acceptance criteria pass and the diff touches nothing outside the spec's scope. Rules: 1. Work only from the spec. If information you need is missing, choose the simplest option consistent with the acceptance criteria — do not invent scope. 2. Follow test-driven workflow: write the failing test first, then the code that passes it. The spec's test command is the arbiter. 3. Only modify files listed in the spec's scope. Adding a new module plus its test is fine; editing an unlisted file is a scope violation that will be caught in review. 4. Read the context files before writing. Extend what exists instead of duplicating it. 5. Keep the diff minimal. No drive-by refactors, no reformatting, no dependency additions the spec didn't ask for. 6. Never commit secrets, tokens, or credentials. Never weaken or disable tests to make them pass. 7. When you are done, run the test command. If it fails and you cannot fix it within your scope, report the failure honestly — a failing task that surfaces its error is worth more than a fake green.
From Atul-Chahar/Foreman, MIT.
More from Atul-Chahar/Foreman
- 0.529score
qodo-get-rules
Atul-Chahar
Loads coding rules from Qodo most relevant to the current coding task by generating a semantic search query from the assignment.
SkillBFreshness: BClaude Code +9 - 0.518score
reviewer
Atul-Chahar
Review every swarm diff before a human sees it — security checklist first, spec fidelity second.
SkillBFreshness: BClaude Code +9 - 0.518score
security-review
Atul-Chahar
A precision-first checklist applied to every diff — secrets, dynamic execution, injection, deserialization, authz.
SkillBFreshness: BClaude Code +9 - 0.518score
planner
Atul-Chahar
Turn rough backlog issues into structured, conflict-aware task specs before anything is dispatched.
SkillBFreshness: BClaude Code +9 - 0.516score
context-budget
Atul-Chahar
Token discipline for subagents — ask for listed context only, summarize instead of dumping, never request the repo tree.
SkillBFreshness: BClaude Code +9 - 0.513score
tdd-workflow
Atul-Chahar
Red, green, refactor — the failing test comes first and the spec's test command is the arbiter.
SkillBFreshness: BClaude Code +9 - 0.513score
build-fix
Atul-Chahar
Diagnose from the failing output, isolate, apply the minimal fix, re-run — never widen the blast radius.
SkillBFreshness: BClaude Code +9 - 0.513score
reconciler
Atul-Chahar
Watch the health of main, dispatch bounded fix agents when the build breaks, escalate instead of looping.
SkillBFreshness: BClaude Code +9 - 0.513score
search-first
Atul-Chahar
Read what exists before writing anything new — extend, don't duplicate.
SkillBFreshness: BClaude Code +9 - 0.499score
qodo-pr-resolver
Atul-Chahar
Use when the user wants to review Qodo PR feedback or fix code review comments.
SkillBFreshness: BClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Aug 26, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Atul-Chahar/Foreman
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Atul-Chahar
- 0.529score
qodo-get-rules
Atul-Chahar
Loads coding rules from Qodo most relevant to the current coding task by generating a semantic search query from the assignment.
SkillBFreshness: BClaude Code +9 - 0.518score
reviewer
Atul-Chahar
Review every swarm diff before a human sees it — security checklist first, spec fidelity second.
SkillBFreshness: BClaude Code +9 - 0.518score
security-review
Atul-Chahar
A precision-first checklist applied to every diff — secrets, dynamic execution, injection, deserialization, authz.
SkillBFreshness: BClaude Code +9 - 0.518score
planner
Atul-Chahar
Turn rough backlog issues into structured, conflict-aware task specs before anything is dispatched.
SkillBFreshness: BClaude Code +9 - 0.516score
context-budget
Atul-Chahar
Token discipline for subagents — ask for listed context only, summarize instead of dumping, never request the repo tree.
SkillBFreshness: BClaude Code +9 - 0.513score
tdd-workflow
Atul-Chahar
Red, green, refactor — the failing test comes first and the spec's test command is the arbiter.
SkillBFreshness: BClaude Code +9
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Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
implementer skill. Agent Mart. https://agentmart.dev/skills/atul-chahar-implementer (last updated 2026-10-24)