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run

Run a single experiment iteration. Edit the target file, evaluate, keep or discard. Use when the user runs /ar:run or asks for one manual autoresearch iteration.

69

Quality

85%

Does it follow best practices?

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SecuritybySnyk

The risk profile of this skill

SKILL.md
Quality
Evals
Security

Quality

Content

82%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 a lean, well-structured seven-step workflow with concrete commands and a built-in evaluation checkpoint. Its main gaps are placeholder-laden commands without a literal example and a crash path that reverts without a fix-and-retry loop.

Suggestions

Add one fully-resolved example invocation (e.g. /ar:run engineering/api-speed) showing the concrete git and python commands with real values, so the guidance is copy-paste ready.

Add an explicit fix-and-retry feedback loop for the CRASH case (read the error, attempt a fix, re-run run_experiment.py) rather than only reverting.

Consider splitting the strategy-escalation table and self-improvement check into a short reference file to keep the core iteration loop as the primary surface.

DimensionReasoningScore

Conciseness

The body is lean and tightly organized with no padding or explanation of concepts Claude already knows; every line (steps, escalation table, rules) earns its place.

5 / 5

Actionability

Provides concrete executable commands (setup_experiment.py --list, git checkout/commit, run_experiment.py --single) but they rely on unresolved placeholders ({skill_path}, {domain}, {name}, {target}) with no literal worked example, leaving minor gaps.

4 / 5

Workflow Clarity

Seven steps are clearly sequenced with an evaluation checkpoint (evaluate.py as ground truth) and explicit KEEP/DISCARD/CRASH reporting, but error recovery on crash is just 'Reverted' with no fix-and-retry feedback loop, a minor validation gap.

4 / 5

Progressive Disclosure

Well-organized into clear sections (Usage, What It Does, Rules) and self-contained with no nested references, but it is over 50 lines and references runtime scripts rather than splitting deeper detail into doc files.

4 / 5

Total

17

/

20

Passed

Description

87%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.

The description is concise, third-person, and cleanly answers both what the skill does and when to trigger it, with concrete actions and a distinct command-based trigger. Its only weakness is limited synonym/variation coverage in the trigger phrasing.

DimensionReasoningScore

Specificity

Names the domain ('single experiment iteration') and lists several concrete actions — 'Edit the target file, evaluate, keep or discard' — with only minor coverage gaps, fitting the 'several specific actions' anchor rather than the comprehensive 5.

4 / 5

Completeness

Explicitly states what it does (run, edit, evaluate, keep/discard) and when to use it ('Use when the user runs /ar:run or asks for one manual autoresearch iteration'), matching the anchor that clearly answers both what and when.

5 / 5

Trigger Term Quality

Includes natural triggers a user would say ('/ar:run', 'one manual autoresearch iteration') but lacks synonyms or broader phrasings, placing it at good-but-not-comprehensive coverage.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (single autoresearch iteration) with a distinct command trigger (/ar:run), giving it minimal overlap risk with other skills.

5 / 5

Total

18

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
alirezarezvani/claude-skills
Reviewed

Table of Contents

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