Meta-Pattern Recognition SKILL.md skillA
Meta-Pattern Recognition from vodailocz/kilo-kit-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vodailocz/kilo-kit-mcp/Meta-Pattern Recognition@v1.1.0Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vodailocz/kilo-kit-mcp
- Path
skills/problem-solving/meta-pattern-recognition/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1.0, committed May 2, 2026
- Size
- 2,023 bytes
- Repository stars
- 27
- License
- Apache-2.0
Spot patterns appearing in 3+ domains to find universal principles.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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 …
Read the whole file at its exact version.
How to install
mdr add vodailocz/kilo-kit-mcp/Meta-Pattern Recognition@sha256:2a579c471488a1aeThe line at the top of this page pins the label v1.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_l367ln7xqyntkbpu)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 2, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2023 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vodailocz/kilo-kit-mcp · 27 stars · license Apache-2.0 · pushed 2026-10-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_l367ln7xqyntkbpu GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/Meta-Pattern Recognition GET https://markdownregistry.com/api/v1/blob/2a579c471488a1ae73044bf6bf07d4fe8ccf63bcfdb3158e0059f815fd2f6eb5
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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