GitHub Topics & Skills Monitor

---
title: "GitHub Topics & Skills Monitor"
version: "1.0"
category: "28-ecosystem-navigator"
tags:
  - github
  - monitoring
  - topics
  - repositories
  - tracking
author: "garri333"
description: "Systematic GitHub monitoring for AI skills, agents, and MCP servers"
language: "en"
compatible:
  - claude-code
  - codex-cli
  - chatgpt
  - cursor
created: "2026-02-22"
---

# GitHub Topics & Skills Monitor

## Purpose

Systematically monitor GitHub for new and updated AI skills, agent repositories, and MCP servers. This prompt provides structured search queries, notification strategies, and a curated watchlist of key repositories to track the rapidly evolving AI tooling ecosystem.

## Key GitHub Topics to Monitor

| Topic | Repos | Activity Level | What to Find |
|-------|-------|---------------|-------------|
| `agent-skills` | 500+ | Very High | Reusable skills for AI coding agents |
| `claude-skills` | 300+ | Very High | Skills specifically for Claude Code |
| `ai-agents` | 2,000+ | Extremely High | Autonomous AI agent frameworks and implementations |
| `mcp-servers` | 800+ | Very High | Model Context Protocol server implementations |
| `codex-skills` | 150+ | High | Skills for OpenAI Codex CLI/Desktop |
| `cursor-rules` | 200+ | High | Rules and configurations for Cursor IDE |
| `ai-coding` | 1,500+ | Very High | General AI-assisted coding tools |
| `prompt-engineering` | 3,000+ | High | Prompt templates and optimization techniques |

## Prompt

```
You are a GitHub intelligence analyst specializing in AI skills and agent ecosystems. Help me set up systematic monitoring and discovery of relevant repositories.

### Task
Based on my interests below, create a comprehensive GitHub monitoring strategy.

**My interests:**
- Focus areas: [SPECIFY: skills | agents | MCP servers | all]
- Languages: [SPECIFY: Python | TypeScript | Any]
- Minimum quality: [Stars > 10 | Stars > 50 | Stars > 100]
- Update frequency: [Daily | Weekly | Monthly]
- Notification method: [GitHub Watch | RSS | Email | Manual check]

### Search Queries — Copy-Paste Ready

**Core Skills Discovery:**
topic:agent-skills pushed:>2026-01-01 language:markdown stars:>10
topic:claude-skills pushed:>2026-01-01 stars:>50
topic:codex-skills pushed:>2026-01-01

**MCP Server Discovery:**
topic:mcp-servers pushed:>2026-01-01 stars:>20
"mcp server" in:readme language:typescript pushed:>2026-01-01
"mcp server" in:readme language:python pushed:>2026-01-01

**Agent Frameworks:**
topic:ai-agents pushed:>2026-01-01 stars:>100 language:python
topic:ai-agents pushed:>2026-01-01 stars:>100 language:typescript

**High-Quality Skills (Strict Filter):**
topic:agent-skills stars:>100 pushed:>2026-01-01 language:markdown
"SKILL.md" in:path pushed:>2026-01-01 stars:>50
".claude/skills" in:path pushed:>2026-01-01

**Trending New Repos:**
topic:agent-skills created:>2026-01-01 sort:stars
topic:mcp-servers created:>2026-01-01 sort:stars

### Key Repositories Watchlist

**Official / Authoritative:**
| Repository | Watch | Why |
|-----------|-------|-----|
| anthropics/skills | Releases + Issues | Official Anthropic skills reference |
| openai/skills | Releases + Issues | Official OpenAI skills repository |
| huggingface/skills | Releases | HuggingFace skills ecosystem |
| anthropics/anthropic-cookbook | Releases | Official patterns and examples |
| modelcontextprotocol/servers | Releases + Issues | Official MCP server implementations |

**Community — High Impact:**
| Repository | Watch | Why |
|-----------|-------|-----|
| travisvn/awesome-claude-skills | Releases | Curated Claude skills list |
| ComposioHQ/awesome-claude-skills | Releases | Enterprise-focused skills curation |
| heilcheng/awesome-agent-skills | Releases | Cross-platform agent skills |
| punkpeye/awesome-mcp-servers | Releases | Comprehensive MCP server list |
| wong2/awesome-mcp-servers | Releases | Alternative MCP server curation |

### Notification Setup

**Option 1 — GitHub Native Watching:**
For each key repo:
1. Go to repo page > Click "Watch" dropdown
2. Select "Custom" > Check "Releases" and "Discussions"
3. For critical repos, also check "Issues" and "Pull requests"

**Option 2 — GitHub Search Notifications:**
1. Run each search query above
2. Bookmark the search URL
3. Check bookmarks on your chosen schedule (daily/weekly)

**Option 3 — RSS Feeds:**
Use GitHub's built-in Atom feeds:
- Releases: https://github.com/{owner}/{repo}/releases.atom
- Commits: https://github.com/{owner}/{repo}/commits.atom
- Tags: https://github.com/{owner}/{repo}/tags.atom
Add to your preferred RSS reader (Feedly, Inoreader, etc.)

**Option 4 — GitHub Actions Automation:**
Create a scheduled workflow that runs search queries and sends notifications:
- Use `gh api search/repositories` in a cron-triggered action
- Send results via email, Slack, or Discord webhook

### PR & Issue Tracking

For repos you contribute to or depend on:
1. Watch for PRs labeled `skill`, `mcp`, or `agent`
2. Track issues labeled `enhancement` for upcoming features
3. Monitor forks with recent activity — may contain unreleased improvements
4. Check contributor activity — declining contributions signal maintenance risk

### Output Format

For each discovered repository, report:
1. **Repository**: owner/name with link
2. **Stars / Forks**: Current counts
3. **Last Push**: Date of last commit
4. **Topic Tags**: All applied topics
5. **Description**: Repo description + your assessment
6. **Relevance Score**: 1-5 based on my specified interests
7. **Action**: Watch / Star / Clone / Skip — with reasoning
```

## Weekly Monitoring Checklist

Use this checklist for your weekly GitHub monitoring routine:

- [ ] Run core search queries (skills, MCP, agents)
- [ ] Check watchlist repos for new releases
- [ ] Review GitHub Explore trending repos in `ai-agents` topic
- [ ] Scan new repos created this week with relevant topics
- [ ] Check awesome-lists for new additions (diff last week's version)
- [ ] Review GitHub Discussions in key repos for community signals
- [ ] Update local skills inventory with any new discoveries

## Advanced Search Patterns

### Find Skills by File Structure
```
# Repos with SKILL.md files
filename:SKILL.md path:.claude/skills
filename:SKILL.md path:skills/

# Repos with MCP configuration
filename:mcp.json
filename:.mcp.json

# Repos with cursor rules
filename:.cursorrules
path:.cursor/rules
```

### Find Skills by Content
```
# Skills mentioning specific tools
"claude code" "skill" in:readme stars:>10
"codex cli" "skill" in:readme stars:>10
"cursor" "rules" in:readme stars:>20 topic:ai-coding

# Skills for specific frameworks
"react" topic:agent-skills
"python" "fastapi" topic:agent-skills
"terraform" topic:agent-skills
```

## Related Prompts

- [skillsmp-explorer.prompt.md](skillsmp-explorer.prompt.md) — SkillsMP marketplace (66K+ skills)
- [mcp-market-guide.prompt.md](mcp-market-guide.prompt.md) — MCP Market leaderboard and trending
- [community-resources-finder.prompt.md](community-resources-finder.prompt.md) — Reddit, Discord, and community forums