cfn-pattern-extraction SKILL.md skillC
cfn-pattern-extraction from masharratt/claude-flow-novice is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add masharratt/claude-flow-novice/cfn-pattern-extraction@git:20260725.c9691fcPins git:20260725.c9691fc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- masharratt/claude-flow-novice
- Path
.claude/cfn-extras/skills/analytics/cfn-pattern-extraction/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260725.c9691fc, committed Jul 25, 2026
- First version recorded
- Mar 23, 2026
- Size
- 873 bytes
- Repository stars
- 14
- License
- none declared
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
# Pattern Extraction Skill ## Purpose Extract reusable patterns from CFN Loop retrospective data to improve future sprint execution. ## Key Responsibilities - Analyze feedback themes - Identify recurring patterns - Calculate pattern frequency - Generate pattern recommendations ## Pattern Identification Algorithm 1. Analyze feedback themes across multiple sprints 2. Use statistical methods to identify significant patterns 3. Create pattern confidence score based on: - Frequency of occurrence - Impact on sprint success - Reliability of evidence ## Pattern Types - Agent Synergy Patterns - Feedback Resolution Patterns - Task Type Optimization Patterns - Complexity Estimation Patterns ## Implementation Guidelines - Maintain pattern database - Update patterns incrementally - Use machine learning for pattern refinement - Ensure explainability of patterns
Read the whole file at its exact version.
How to install
mdr add masharratt/claude-flow-novice/cfn-pattern-extraction@sha256:88b78204140862adThe line at the top of this page pins the label git:20260725.c9691fc, 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_3faiig2ypzw3gakt)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 23, 2026 and Jul 25, 2026, about one every 124 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260725.c9691fc latest | 2026-07-25 | c9691fc | 873 B | C | view · diff |
| git:20260323.178cb00 | 2026-03-23 | 178cb00 | 902 B | C | view |
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (873 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
masharratt/claude-flow-novice · 14 stars · license none declared · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3faiig2ypzw3gakt GET https://markdownregistry.com/api/v1/resolve?ref=masharratt/claude-flow-novice/cfn-pattern-extraction GET https://markdownregistry.com/api/v1/blob/88b78204140862ad33947c4b9923ee231ec18b0c0d80f5725c7b4a5c1a0a3118
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.