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local-coding-agents

Hand a task to the Codex CLI or Claude Code CLI installed on this machine and relay the result. Use when the user says to have / ask / tell "codex", "claude code", "cc" or a coding agent do something — draw or generate an image, write or fix code, explain a repo, answer a question. These are command-line programs on the host, not FastClaw agents, so never use message_agent for them.

76

Quality

95%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is local-coding-agents in fastclaw-ai/fastclaw

SKILL.md
Quality
Evals
Security

Quality

Content

100%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is dense, fully executable, and environment-specific throughout, with a clearly sequenced repo workflow that includes explicit verification and a bounded retry loop. Structure is clean and appropriately self-contained for a skill of this size.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence: no explanations of concepts Claude already knows, and every sentence adds environment-specific knowledge (FastClaw exec, Working Directory, host restrictions, CLI flags, generated-image locations).

5 / 5

Actionability

Commands are fully executable and copy-paste ready with concrete flags, redirects, exit-code checks, and error-handling paths for both CLIs, plus specific follow-up/resume commands covering the common cases.

5 / 5

Workflow Clarity

The repo-change workflow is a clear numbered sequence with explicit validation (step 3: 'git -C "$WT" status --short && git -C "$WT" diff --stat', run the tests if it claims they pass) and a bounded feedback loop ('resume the same session with concrete feedback (at most two rounds)'), so the destructive-operation validation cap does not apply.

5 / 5

Progressive Disclosure

A single-file skill with well-organized sections (default path, per-CLI commands, follow-ups, repo workflow) and no content that warrants extraction to a separate file; navigation is easy and nothing is buried.

5 / 5

Total

20

/

20

Passed

Description

92%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

An excellent description that explicitly answers both what and when with concrete trigger phrases and even includes explicit conflict-avoidance guidance against FastClaw agents. The only minor gap is the absence of bare 'claude' as a trigger synonym.

DimensionReasoningScore

Specificity

The description lists multiple specific concrete actions — 'Hand a task to the Codex CLI or Claude Code CLI ... and relay the result' plus 'draw or generate an image, write or fix code, explain a repo, answer a question' — giving comprehensive coverage of the delegation use cases.

5 / 5

Completeness

Both what ('Hand a task to the Codex CLI or Claude Code CLI installed on this machine and relay the result') and when ('Use when the user says to have / ask / tell "codex", "claude code", "cc" or a coding agent do something') are explicitly stated with concrete trigger phrases.

5 / 5

Trigger Term Quality

Trigger terms 'codex', 'claude code', 'cc' and 'a coding agent' are natural phrases users would say, but bare 'claude' (arguably the most natural utterance for this skill) is not included, leaving a few natural synonyms missing.

4 / 5

Distinctiveness Conflict Risk

The description carves out a clear niche and explicitly avoids conflicts: 'These are command-line programs on the host, not FastClaw agents, so never use message_agent for them.'

5 / 5

Total

19

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

relative_links

Relative link issues: 1 missing

Warning

Total

13

/

16

Passed

Repository

fastclaw-ai/fastclaw

Path

internal/agent/bundled_skills/local-coding-agents/SKILL.md

Reviewed

Table of Contents

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