Meta-Pattern Recognition
Spot patterns appearing in 3+ domains to find universal principles
npx skills add majiayu000/claude-skill-registry --skill meta-pattern-recognition-agentgptsmith-monadframework --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Meta-Pattern Recognition ## Overview When the same pattern appears in 3+ domains, it's probably a universal principle worth extracting. **Core principle:** Find patterns in how patterns emerge. ## Quick Reference | Pattern Appears In | Abstract Form | Where Else? | |-------------------|---------------|-------------| | CPU/DB/HTTP/DNS caching | Store frequently-accessed data closer | LLM prompt caching, CDN | | Layering (network/storage/compute) | Separate concerns into abstraction levels | Architecture, organization | | Queuing (message/task/request) | Decouple producer from consumer with buffer | Event systems, async processing | | Pooling (connection/thread/object) | Reuse expensive resources | Memory management, resource governance | ## Process 1. **Spot repetition** - See same shape in 3+ places 2. **Extract abstract form** - Describe independent of any domain 3. **Identify variations** - How does it adapt per domain? 4. **Check applicability** - Where else might this help? ## Example **Pattern spotted:** Rate limiting in API throttling, traffic shaping, circuit breakers, admission control **Abstract form:** Bound resource consumption to prevent exhaustion **Variation points:
- Overview
- Quick Reference
- Process
- Example
- Red Flags You're Missing Meta-Patterns
- Remember
What does the Meta-Pattern Recognition skill do?
Spot patterns appearing in 3+ domains to find universal principles
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill meta-pattern-recognition-agentgptsmith-monadframework --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.