
Claude Code SKILL suite for GitHub project discovery, deep analysis, comparison, valuation & tracking.
中文文档
| SKILL |
Version |
Description |
github-finder |
v2.0 |
Multi-source bilingual search with adaptive thresholds |
github-analyzer |
v2.0 |
16-dimension (D01-D16) deep analysis with S/A/B/C/D grading |
github-comparator |
v1.0 |
Multi-project comparison with capability matrix |
github-valuator |
v1.0 |
4-dimension value assessment (Tech/Product/Ecosystem/AI) |
github-tracker |
v1.0 |
Continuous tracking with daily/weekly/monthly reports |
┌─────────────┐ chain ┌──────────────┐ chain ┌───────────────┐
│ github-finder│ ───────► │github-analyzer│ ───────► │github-comparator│
│ (Discovery) │ │(16-dim Deep) │ │(Multi-project) │
└─────────────┘ └──────┬───────┘ └───────────────┘
│
┌───────────┼───────────┐
▼ ▼
┌───────────────┐ ┌───────────────┐
│github-valuator│ │github-tracker │
│(4-dim Value) │ │(Daily/Weekly) │
└───────────────┘ └───────────────┘
| Feature |
Description |
| Term Research |
Pre-research brand names, codenames, abbreviations before searching |
| Bilingual Search |
50/50 CN/EN for Chinese input, 30/70 for English input |
| Multi-Angle Query |
≥3 angles: direct tool, ecosystem plugin, infra, community, alternative |
| Adaptive Stars |
Dynamic thresholds by ecosystem age (mature >1000, growing >200, emerging >50) |
| Search Expansion |
README references, GitHub Topics, competitor comparison, citation graph |
| Community Sources |
Hacker News, Reddit, V2EX, Zhihu |
| Time Awareness |
Current year in queries, 🆕 for new projects, ⚠️ for stale ones |
| Feature |
Description |
| 5 Analysis Modes |
Deep Research, Quick Overview, Comparative, Valuation, Capability Matrix |
| 16-Dimension Framework |
D01-D16: Architecture, Quality, Security, API, Performance, Dependencies, Evolution, Cross-platform, AI/Agent, Channels, Docs, Tests, Build, Naming, Ecosystem, Skills |
| 4-Value Assessment |
Tech Value / Product Value / Ecosystem Value / AI Value |
| Quantified Scoring |
0-100 per dimension, S/A/B/C/D grading, weighted composite |
| Chain Calls |
Links to comparator, valuator, tracker for specialized analysis |
| Feature |
Description |
| Multi-Project |
Compare 2-5 projects simultaneously |
| 6 Default Dimensions |
Architecture, Quality, Features, Ecosystem, AI/Agent, Security |
| Capability Matrix |
Project x Dimension star ratings with weighted totals |
| Scenario Recommendations |
Best pick per use case |
| Feature |
Description |
| 4-Dimension Value |
Tech (D01-D05) / Product (D04,D08,D10,D11) / Ecosystem (D06,D07,D12,D15) / AI (D09,D16) |
| Industry Benchmarks |
Compare against 3+ similar projects |
| Risk Tagging |
Low/Medium/High per ecosystem dimension |
| Investment Advice |
Adopt/Recommend/Caution/Avoid with reasoning |
| Feature |
Description |
| Baseline Init |
Snapshot current state (commits, stars, issues, PRs) |
| Daily Reports |
Commit summaries, metric deltas |
| Weekly Reports |
Contributor activity, issue/PR trends |
| Monthly Reports |
Health assessment, milestone tracking, trend analysis |
# Basic search
/github-finder I need a Go CLI framework
# Tech selection with bilingual support
/github-finder Find an open-source alternative to Notion
# Emerging ecosystem with adaptive thresholds
/github-finder Open-source projects built on Gemini API
# Complex requirement with taxonomy
/github-finder I want to unify multiple AI API providers
# 16-dimension deep research (default)
/github-analyzer https://github.com/user/repo deep-research
# Quick overview (6 core dimensions)
/github-analyzer https://github.com/user/repo quick-overview
# Specific dimensions only
/github-analyzer https://github.com/user/repo deep-research --dimensions D01,D09,D16
# Compare 2-3 projects
/github-comparator owner/repoA owner/repoB owner/repoC
# Full 4-dimension value assessment
/github-valuator owner/repo
# Focus on specific dimensions
/github-valuator owner/repo --focus "技术,AI"
# Initialize tracking
/github-tracker init owner/repo
# Generate reports
/github-tracker daily
/github-tracker weekly
/github-tracker monthly
# Discover then analyze
/github-finder Find an AI code editor, then deep-analyze the best match
- Claude Code with SKILL framework support
- Internet access for GitHub search and web fetching
- GitHub CLI (
gh) authenticated for tracker/comparator/valuator
# Clone to your SKILL repository
git clone https://github.com/HeroAshacker/github-suite.git \
~/.claude/skill-repository/github-suite
# Activate all SKILLs
for skill in github-finder github-analyzer github-comparator github-valuator github-tracker; do
ln -sf ~/.claude/skill-repository/github-suite/$skill ~/.claude/skills/$skill
done
# Restart Claude Code session to load new SKILLs
| SKILL |
Version |
Status |
| github-finder |
v2.0 |
Stable |
| github-analyzer |
v2.0 |
Stable |
| github-comparator |
v1.0 |
Stable |
| github-valuator |
v1.0 |
Stable |
| github-tracker |
v1.0 |
Stable |
MIT - see LICENSE file for details.
Built entirely with Claude Code by Anthropic.
Co-authored by Claude Opus 4.6.