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qwen-agent

Delegate menial, well-scoped coding tasks to a cheap Qwen-backed subagent via the `claude-9arm` command instead of burning Claude tokens/quota. Use when the work is mechanical and low-risk — bulk renames, formatting, boilerplate, find-replace, grep-style search & summarization, reading/condensing logs or files, test/docstring/comment scaffolding, or running builds/linters/tests and reporting pass-fail. Also use when the user says "use qwen", "delegate this", "send it to 9arm/qwen", or "do this cheaply". Do NOT use for architecture, design, debugging judgment, security-sensitive edits, or anything needing this conversation's context.

73

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

88%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.

A highly actionable, well-structured skill body with executable commands, a validation-bearing workflow checklist, and tight guidance. Slightly above the simple-skill line and with minor explanatory padding, so conciseness and progressive disclosure sit just under the top anchor.

Suggestions

Trim the explanatory rationale in 'Mind the context window' and the wildcard-warning note to the essential actionable facts to lift conciseness.

Consider moving the context-window sizing heuristics or one-time setup into a short reference file so the main body stays a lean overview, improving progressive disclosure.

DimensionReasoningScore

Conciseness

Mostly lean and efficient with well-earned tokens, but a few sections over-explain (e.g. the wildcard-warning mechanics and the context-window rationale) that could be trimmed slightly.

4 / 5

Actionability

Provides copy-paste-ready commands ('claude-9arm -p "..." --allowedTools Bash Read Edit Write Glob Grep'), concrete bad/good prompt examples, and specific flags covering the common invocation and return-contract cases.

5 / 5

Workflow Clarity

A numbered 5-step 'Workflow checklist' with an explicit validation checkpoint ('Verify the output yourself... before reporting success') plus a retry feedback loop ('split it smaller and retry') on context exhaustion.

5 / 5

Progressive Disclosure

Well-organized with clear section headers and no nested references, but at ~80 lines (above the 50-line simple-skill threshold) it stays fully inline with no external reference split, so a small organization gap remains.

4 / 5

Total

18

/

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.

A strong, specific description that clearly states capability, gives comprehensive concrete actions, and supplies both positive and negative trigger guidance. Minor room for additional synonyms keeps trigger quality just below the top anchor.

DimensionReasoningScore

Specificity

Lists many concrete actions — 'bulk renames, formatting, boilerplate, find-replace, grep-style search & summarization, reading/condensing logs or files, test/docstring/comment scaffolding, or running builds/linters/tests' — giving comprehensive coverage of what the skill does.

5 / 5

Completeness

Explicitly answers both what (delegate menial tasks to a cheap Qwen subagent via claude-9arm) and when ('Use when... Also use when... Do NOT use for...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Includes natural user phrases ('use qwen', 'delegate this', 'send it to 9arm/qwen', 'do this cheaply') plus the mechanical-task keywords, but a few plausible synonyms (e.g. 'offload', 'cheap model') are missing.

4 / 5

Distinctiveness Conflict Risk

Clear niche (cheap delegation of menial coding tasks) with explicit negative boundary guidance ('Do NOT use for architecture, design, debugging judgment, security-sensitive edits...') minimizing wrong-skill triggering.

5 / 5

Total

19

/

20

Passed

Validation

100%

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

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
thananon/9arm-skills
Reviewed

Table of Contents

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