Skill Trend Analyzer
Paste the following prompt into your AI chat to install this skill:
Please follow https://skillhub.cn/install/skillhub.md and install @user_11064e10/skill-trend-analyzer.
About this skill
Problem Being Solved
Maintaining multiple Skills often spreads prompt engineering, example checks, quality review, and release work across separate steps. After adding a Skill, it is hard to see which keywords appear frequently in local SKILL.md files, scripts, and references, or which market categories are trending. Experience from one Skill also tends to remain one-off unless adoption and rejection feedback are tracked, and packaging or uninstall cleanup can leave inconsistent artifacts.
How the Skill Works
skill-trend-analyzer treats local Skill maintenance as a pipeline of scanning, analysis, optimization, review, and release:
- Local scan: reads SKILL.md, Python files, and references to extract keywords and structure.
- Trend analysis: uses 40+ market categories to identify rising keywords and propose optimizations.
- Weighted self-learning: adjusts source weights based on accepted suggestions, rejected suggestions, keyword matches, and successful releases, bounded by 2.0x and 0.5x.
- Quality and release: runs compliance checks, standardized packaging, security review, log cleanup, and supports AES-256-GCM knowledge-base encryption.
Boundaries and Notes
This Skill is closer to local Skill operations and release assistance than a general product. It depends on existing SKILL.md files and optional market data sources. Cloud sync, self-learning weights, packaging review, and cleanup can change local experience data, so confirm the intended scope and encryption policy before running destructive actions.
Use Cases
- Before maintaining multiple Skills, scan local SKILL.md, scripts, and references to find frequent trigger phrases.
- When preparing tax-risk-guard for release, run quality and compliance checks, then package a standardized version.
- After seeing a market keyword category rise, fold the keyword into an existing Skill's prompts and examples.
- When retiring movie-resource-search, perform deep uninstall and clean up leftover configuration and logs.
Best For
- Independent developer maintaining several local Skills and comparing trigger-phrase coverage
- Platform operator preparing Skills for standardized packaging from docs, scripts, and knowledge bases
- Product engineering lead tracking 40+ market categories to prioritize Skill improvements
- DevOps engineer responsible for Skill uninstall cleanup and encrypted releases
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