detector SKILL.md skillC
detector 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/detector@git:20260923.8d71dd0Pins git:20260923.8d71dd0 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/cfn-intervention-system/lib/detector/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.8d71dd0, committed Sep 23, 2026
- Size
- 976 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
# Intervention Detector Skill ## Purpose Detect problematic patterns in agent performance during CFN Loop iterations that may require intervention. ## Detection Mechanisms 1. **Confidence Plateau**: - Minimal confidence improvement over multiple iterations - Threshold: Δ < 0.05 for 2+ consecutive iterations 2. **Recurring Feedback**: - Same feedback theme repeated 3+ times - Indicates underlying issue not being addressed 3. **Deliverables Stuck**: - No new files created in 2+ consecutive iterations ## Configuration - Configurable thresholds - Flexible input parsing - JSON output for easy integration ## Usage ```bash ./detect-intervention.sh \ --iteration N \ --confidence-history "0.72,0.75,0.76" \ --feedback-history "theme1;theme2;theme3" ``` ## Output Formats - Trigger type - Detailed reasoning - Recommended action ## Implementation Notes - Use bash for performance - Minimize external dependencies - Provide clear, actionable output
Read the whole file at its exact version.
How to install
mdr add masharratt/claude-flow-novice/detector@sha256:843bbae4aa4ab9a7The line at the top of this page pins the label git:20260923.8d71dd0, 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_qr7zbhqh7mxmrh4d)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 23, 2026.
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 (976 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_qr7zbhqh7mxmrh4d GET https://markdownregistry.com/api/v1/resolve?ref=masharratt/claude-flow-novice/detector GET https://markdownregistry.com/api/v1/blob/843bbae4aa4ab9a748de442ae678ca6872f845cb420c94aff69060ddc8039a88
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.