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world-bug-opportunity-finder

Search current hot social or industry news, identify visible "world bugs" such as incentive failures, regulatory gaps, information asymmetry, safety risks, and unreasonable value-chain behavior, then propose root-cause fixes and business opportunities in a sourced, diagram-rich Chinese Markdown report saved under the current project's markdown directory. Use when the user gives an industry name and asks to find bugs/opportunities from industry news, or gives no industry and wants hot social-news bug analysis.

70

Quality

88%

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SecuritybySnyk

Low

Low-risk findings worth noting

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 body is a well-structured, highly actionable instruction skill: a crisp six-step workflow, concrete defaults, and a complete report template with diagram examples. Its main improvement levers are splitting the report template/search-term catalog into a reference file and adding an explicit verify-then-fix loop for the saved report.

Suggestions

Move the full report structure template and the search-term lists into a references/report-template.md file, keeping SKILL.md as a lean overview with a one-level-deep pointer.

Add an explicit validation step after writing the report (e.g., re-check that every citation resolves and the Mermaid/SVG render, fix and re-verify if not) to create a true feedback loop.

Tighten the Overview's motivational phrasing ('The goal is not to moralize after the fact...') into a one-line purpose statement to save tokens.

DimensionReasoningScore

Conciseness

The body is efficient and assumes Claude's competence — no explanations of what news, incentives, or Mermaid are; every section (inputs, workflow, report structure, quality bar) carries operational content. Minor trimming is possible (e.g., the long bilingual search-term lists and the phrase 'The goal is not to moralize after the fact' narrative), keeping it just below the lean-and-tidy 5 anchor.

4 / 5

Actionability

Guidance is fully concrete for an instruction-only skill: specific search terms in both languages, layered fix timeframes (0-7 days / 30-90 days / 6-24 months) with named measures, an exact output path convention 'markdown/<YYYYMMDD>-<scope-slug>-world-bug-opportunity.md', and a copy-paste-ready report template including a Mermaid flowchart, SVG skeleton, and solution table. This matches the anchor for copy-paste-ready, specific examples covering the common cases.

5 / 5

Workflow Clarity

A clear six-step sequence (define scope → search → select bug → analyze → design solutions → write/save) with some explicit checkpoints: 'If no candidate has enough evidence, report that the evidence is too weak instead of forcing a sensational conclusion', and the network-unavailable fallback. It falls short of 5 because there are no true validate-and-retry feedback loops (e.g., verifying the saved report renders or re-checking citations), though no destructive/batch cap applies.

4 / 5

Progressive Disclosure

The body is well-organized into clearly signaled sections (Overview, Inputs And Defaults, Workflow, Report Structure, Quality Bar) with no nested references — a single self-contained file with easy navigation. It does not reach 5 because at ~135 lines the full report template and search-term catalog could arguably live in a reference file, leaving SKILL.md as a leaner overview; it stays above 3 since nothing is buried and structure is consistent.

4 / 5

Total

17

/

20

Passed

Description

88%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: it states a complete, concrete capability pipeline, an explicit 'Use when...' clause with two distinct trigger scenarios, and output specifics (Chinese, sourced, diagram-rich, saved under markdown/). The only gaps are a few missing natural synonyms in the trigger phrasing and minor overlap with general research skills.

Suggestions

Add common natural synonyms to the trigger clause, e.g., 'find problems/pain points/loopholes in industry news' so users who don't say the word 'bugs' still match.

Sharpen distinctiveness by stating what this skill does NOT cover (e.g., not general news summarization or investment advice) to reduce overlap with research skills.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions with comprehensive coverage: 'Search current hot social or industry news, identify visible "world bugs" such as incentive failures, regulatory gaps, information asymmetry, safety risks, and unreasonable value-chain behavior', then 'propose root-cause fixes and business opportunities' in 'a sourced, diagram-rich Chinese Markdown report saved under the current project's markdown directory' — it even specifies output format, language, and save location. This matches the anchor for multiple specific concrete actions with comprehensive coverage; not 4 because there are no minor coverage gaps in the action list.

5 / 5

Completeness

It explicitly answers both questions: the 'what' is the full pipeline (search news → identify bugs → propose fixes/opportunities → write a sourced Chinese Markdown report to markdown/), and the 'when' is an explicit 'Use when...' clause with two concrete trigger scenarios. This matches the anchor for clearly and explicitly answering both what AND when with concrete trigger phrases.

5 / 5

Trigger Term Quality

Natural trigger phrases are present: 'Use when the user gives an industry name and asks to find bugs/opportunities from industry news, or gives no industry and wants hot social-news bug analysis' — covering industry, news, bugs, opportunities, social hotspots. Not 5 because common synonyms users might say (e.g., 'problems', 'issues', 'pain points', 'loopholes', '找 bug') are missing, leaving a few natural terms uncovered; clearly above 3 since keyword coverage is good rather than partial.

4 / 5

Distinctiveness Conflict Risk

The niche is mostly distinct — 'world bugs' with root-cause mechanism analysis, layered fixes, and a specific report artifact — and the triggers (industry name + 'find bugs/opportunities from industry news') are unlikely to fire the wrong skill. Not 5 because 'search current news and propose business opportunities' has minor overlap risk with general research/deep-research skills; not 3 since the trigger conditions are far more specific than a generic 'works with documents' scope.

4 / 5

Total

18

/

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

digoal/blog

Path

skills/world-bug-opportunity-finder/SKILL.md

Reviewed

Table of Contents

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