hoangsonww/claude-code-agent-monitor · plugins/ccam-insights/skills/pattern-detect/SKILL.md

pattern-detect skillA

pattern-detect is agent-read markdown (skill) from hoangsonww/claude-code-agent-monitor: Detect recurring patterns using the Agent Monitor's workflow intelligence — toolFlow transitions (tool A → B frequency matrices), recurring workflow patterns, agent co-occurrence pairs, model delegation habits, error propagation paths by agent depth, and compaction triggers. Use to discover habitual usage patterns and anti-patterns..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add hoangsonww/claude-code-agent-monitor/pattern-detect@git:20260804.9eab0d7
Exact content
mdr add hoangsonww/claude-code-agent-monitor/pattern-detect@sha256:20080c4260329558

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_sy3ueiwcqwxb7fqf.svg)](https://markdownregistry.com/a/art_sy3ueiwcqwxb7fqf)

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Versions

versioncommittedcommitsizeaudit
git:20260804.9eab0d7 latest2026-08-04 9eab0d7 3,594 BA view · diff
git:20260411.d36e7ac2026-04-11 d36e7ac 3,573 BB view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3594 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

GitHub

hoangsonww/claude-code-agent-monitor · 1,007 stars · license MIT · pushed 2026-09-13 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_sy3ueiwcqwxb7fqf
GET https://markdownregistry.com/api/v1/resolve?ref=hoangsonww/claude-code-agent-monitor/pattern-detect
GET https://markdownregistry.com/api/v1/blob/20080c42603295582aaf541cd6c4ce487c6c94e29076d5b7a07d4a25ceca351d

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.