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idea-creator

Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.

66

Quality

80%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/skills-codex/idea-creator/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

73%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 well-structured, highly actionable multi-phase pipeline with strong validation checkpoints and clean one-level references. It is slightly let down by repetitive philosophical justification in Phase 3 and the absence of bundle files to split the long inline workflow.

Suggestions

Collapse the three repeated 'ANNOTATE, do not eliminate' statements in Phase 3 into a single boxed rationale to tighten conciseness.

Move the Phase 2/Phase 4 reviewer prompt templates and the full report template into ./references/ files and link to them, improving progressive disclosure.

De-duplicate 'Key Rules' against the phase bodies (e.g., compute-cost estimation and broad-direction narrowing are already stated in Phases 3 and 6).

DimensionReasoningScore

Conciseness

Mostly efficient procedural content, but Phase 3 repeats its 'ANNOTATE, do not eliminate' rationale three times and the 'Key Rules' section overlaps earlier guidance, fitting 'mostly efficient but includes some unnecessary explanation'.

3 / 5

Actionability

Provides executable bash, concrete spawn_agent/send_input blocks, and a copy-paste upsert_idea command, but the brainstorm prompts use [paste landscape map] placeholders that must be filled, leaving minor gaps.

4 / 5

Workflow Clarity

Phases 0–7 are clearly sequenced with explicit validation (threat-scan gate before injection, GPU-hour estimation, PILOT_TIMEOUT kills) and feedback loops (reduce scale on over-budget, rebuild pack on scanner hit), satisfying the top anchor.

5 / 5

Progressive Disclosure

References are well-signaled and one level deep (../shared-references/fan-out-pattern.md, injection-hygiene.md, etc.), but the 340-line body keeps all seven phases inline with no bundle files to offload detail, a minor organization gap.

4 / 5

Total

16

/

20

Passed

Description

86%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 description with explicit what/when structure and rich, natural trigger phrases including a Chinese variant. Its only weakness is modest action specificity (generate + rank) and one slightly generic trigger ('what can we work on').

DimensionReasoningScore

Specificity

Names the domain ('research ideas given a broad direction') and two concrete actions ('Generate and rank'), but stops at two actions without mentioning validation or pilots, matching the '1-2 concrete actions, not comprehensive' anchor.

3 / 5

Completeness

Explicitly answers both what ('Generate and rank research ideas given a broad direction') and when ('Use when user says ... or wants to explore a research area for publishable directions') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural trigger coverage including synonyms and a multilingual variant ('找idea', 'brainstorm ideas', 'generate research ideas', 'what can we work on'), matching the 'comprehensive coverage including synonyms' anchor.

5 / 5

Distinctiveness Conflict Risk

The research-ideation niche and most triggers are distinct, but 'what can we work on' is broad enough to risk minor overlap with general planning skills, fitting 'mostly distinct; minor overlap risk'.

4 / 5

Total

17

/

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

relative_links

Relative link issues: 6 suspicious

Warning

Total

15

/

16

Passed

Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Reviewed

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