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market-research

开展市场研究、竞品分析、投资人尽调、行业情报,附带来源标注和决策导向的摘要。 当用户需要市场规模估算、竞品对比、基金研究、技术扫描或支撑商业决策的研究时触发。

65

Quality

79%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./crews/main/skills/market-research/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

75%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, instruction-only research skill that delivers concrete data-collection dimensions, named search tools, and a pre-delivery quality gate. It is concise and actionable, with only minor room to tighten phrasing and make the research workflow more explicitly sequenced.

Suggestions

Add an explicit numbered research workflow (e.g., scope -> collect -> triangulate -> synthesize -> quality-gate) so the sequence and validation checkpoints are unmistakable.

Tighten a few descriptive rows in the tables to remove minor over-explanation and approach full token efficiency.

Note where future detailed material (e.g., a due-diligence template or source-tracking sheet) would be linked, signaling progressive disclosure intent even though no bundle files exist yet.

DimensionReasoningScore

Conciseness

The body is lean and table-driven, assuming Claude's competence without explaining what market research is; only minor phrasing could be trimmed, so it sits just below the fully lean 5 anchor.

4 / 5

Actionability

It gives concrete, executable guidance — specific data dimensions in tables, top-down/bottom-up methods, a fixed output structure, and named tools (smart-search, browser-guide) — with only minor gaps, appropriate for an instruction-only skill.

4 / 5

Workflow Clarity

Research modes are clearly structured and a pre-delivery "质量门控" checklist provides validation checkpoints, but the research flow is mode-based rather than a strictly sequenced pipeline with feedback loops, so it does not reach 5.

4 / 5

Progressive Disclosure

The content is well-organized into clearly headed sections with no nested references and no bundle files needed; it is appropriately self-contained, though it could explicitly signal where deeper material would live if the skill grows.

4 / 5

Total

16

/

20

Passed

Description

83%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, third-person description that pairs concrete capabilities with an explicit trigger clause and good natural-language keywords. Its main weakness is that the listed actions are domain-level rather than fully granular, and a couple of common synonyms are absent.

Suggestions

Add a few granular concrete actions (e.g., 'estimate TAM/SAM/SOM', 'compile investor profiles') to push specificity toward comprehensive coverage.

Include common synonyms users might say, such as '竞品调研', '行业分析', or '尽调', to broaden trigger-term coverage.

Tighten the broad '行业情报' phrasing to reduce residual overlap with general research skills.

DimensionReasoningScore

Specificity

The description lists several concrete actions ("开展市场研究、竞品分析、投资人尽调、行业情报") rather than vague language, but the actions stay at the domain level rather than enumerating granular capabilities, so it falls just below the comprehensive 5 anchor.

4 / 5

Completeness

It explicitly states both the "what" ("开展市场研究…附带来源标注和决策导向的摘要") and the "when" ("当用户需要…时触发") with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

It surfaces natural user phrases ("市场规模估算、竞品对比、基金研究、技术扫描") that a user would plausibly say, giving good keyword coverage, though a few common synonyms are missing.

4 / 5

Distinctiveness Conflict Risk

The investor-due-diligence and market-sizing niche is fairly distinct with specific triggers, but broad "行业情报" wording leaves minor overlap risk with general research skills, keeping it just under 5.

4 / 5

Total

17

/

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

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

Total

14

/

16

Passed

Repository
TeamWiseFlow/xiaobei
Reviewed

Table of Contents

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