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implement

Implement work from an existing spec or set of tickets, including testing, independent review, and a commit.

Skill by sgpopov

IndexedMIT★ 1
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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/sgpopov-implement

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

Implement work from an existing spec or set of tickets, including testing, independent review, and a commit.

Use cases: testing

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
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Secrets
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Install scripts
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/implement

What's inside

Skill name
implement
Description
Implement work from an existing spec or set of tickets, including testing, independent review, and a commit.
License
MIT
Instructions
36 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

Implement the work described in the user's spec or tickets. Explicit user
instructions take precedence over this workflow.

Read the spec, relevant repository instructions, and existing code and tests.
Identify the acceptance criteria before editing. Resolve routine details from
context; ask only when an ambiguity materially affects scope or behavior.

Inspect the current branch and working tree. Preserve existing user changes
and keep edits focused on the requested work.

Use the /tdd skill for behavior changes where practical. Use previously agreed
test boundaries when available; otherwise choose appropriate boundaries from
the spec and existing tests. Test observable behavior rather than implementation
details.

Run focused tests and applicable type checks during implementation. Before
finishing, verify each acceptance criterion and run the repository's required
checks, including the full test suite. If a check cannot run or fails for an
unrelated reason, report the limitation explicitly.

Have a subagent use the /code-review skill to review the diff against the spec.
Validate its findings, fix relevant issues, and explain any dismissed or deferred
findings. If independent review is unavailable, perform a self-review and disclose
that limitation.

After review fixes, rerun affected checks. Repeat broader checks when the fixes
could invalidate their earlier results.

Commit only the changes belonging to this task on the current branch, unless
the user instructed otherwise. Inspect the staged diff before committing.
Do not include unrelated changes or push automatically.

Report what was implemented, verification results, any unmet acceptance criteria
or remaining issues, and the commit identifier if created. Do not describe
incomplete or unverified work as fully complete.

From sgpopov/ai-kit, MIT.

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Signals

Stars
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Forks
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Open issues
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Last commit (this folder)
Sep 27, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from sgpopov

Cite this page

implement skill. Agent Mart. https://agentmart.dev/skills/sgpopov-implement (last updated 2026-10-24)