CtrlK
BlogDocsLog inGet started
Tessl Logo

research-refine

Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative Gemini review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.

69

Quality

86%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Critical

Do not install without reviewing

SKILL.md
Quality
Evals
Security

Quality

Content

81%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-sequenced multi-phase workflow with concrete prompts, templates, and validation checkpoints. Its main weakness is conciseness: repeated principles and repeated MCP instructions inflate the body without adding information.

Suggestions

Collapse the four principles so they appear once (in Overview) and have the Key Rules section reference them or keep only the operationally distinct rules, removing the near-duplicate restatements.

Extract the repeated MCP poll/save-threadId procedure into a single named block (e.g. a '## Calling the Gemini reviewer' subsection) referenced from Phase 2 and Phase 4 instead of repeating it verbatim.

Consider moving the large round-0 proposal template and the Phase 5 report templates into a references/ file, keeping only the field list inline, to reduce body length and improve progressive disclosure.

DimensionReasoningScore

Conciseness

The four principles are restated near-verbatim between the Overview and the Key Rules section, and the MCP poll/save-threadId instructions repeat almost verbatim in Phase 2 and Phase 4; the body is mostly efficient but could be meaningfully tightened by deduplicating these.

3 / 5

Actionability

Provides a fully written Gemini review prompt with concrete MCP tool names (mcp__gemini-review__review_start / review_reply_start / review_status), exact scoring dimensions and weights, explicit verdict rules, and complete file templates — copy-paste ready with clear fill-ins.

5 / 5

Workflow Clarity

Phases 0–5 are clearly sequenced with an upfront ASCII flow diagram, an explicit stop condition (score >= SCORE_THRESHOLD, verdict READY, no drift), and validation checkpoints (Anchor Check, Simplicity Check) inside a review→revise feedback loop bounded by MAX_ROUNDS.

5 / 5

Progressive Disclosure

Good section structure with clearly signaled one-level references (shared-references for output protocols, sibling skills under Composing); no bundle files exist. Large inline templates are phase-tied so inlining is defensible, leaving only minor organization gaps.

4 / 5

Total

17

/

20

Passed

Description

91%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 that clearly states what the skill does and when to use it, with rich bilingual trigger phrases. It is held back only slightly by buzzword-adjacent adjectives and minor overlap with sibling research skills.

DimensionReasoningScore

Specificity

Names the concrete transformation ('Turn a vague research direction into a ... method plan via iterative Gemini review') with several specific output properties, though adjectives like 'elegant' and 'frontier-aware' lean toward buzzword padding rather than discrete actions.

4 / 5

Completeness

Explicitly answers both 'what' (produce a problem-anchored, implementation-oriented method plan via iterative Gemini review) and 'when' (a clear 'Use when the user says ...' clause with concrete trigger phrases).

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrases including bilingual synonyms ('refine my approach', '帮我细化方案', 'decompose this problem', '打磨idea', 'refine research plan', '细化研究方案') that users would actually say.

5 / 5

Distinctiveness Conflict Risk

Occupies a distinct research-method refinement niche with specific triggers, but has minor overlap risk with closely related sibling skills such as /idea-creator and /experiment-plan.

4 / 5

Total

18

/

20

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (675 lines); consider splitting into references/ and linking

Warning

relative_links

Relative link issues: 3 suspicious

Warning

Total

14

/

16

Passed

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

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.