pattern-detect SKILL.md skillA
pattern-detect from hoangsonww/claude-code-agent-monitor is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hoangsonww/claude-code-agent-monitor/pattern-detect@git:20260804.9eab0d7Pins git:20260804.9eab0d7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hoangsonww/claude-code-agent-monitor
- Path
plugins/ccam-insights/skills/pattern-detect/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260804.9eab0d7, committed Aug 4, 2026
- First version recorded
- Apr 11, 2026
- Size
- 3,594 bytes
- Repository stars
- 1,159
- License
- MIT
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.
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 Detect
Identify recurring patterns using the Agent Monitor's workflow intelligence engine.
## Input
The user provides: **$ARGUMENTS**
Options: "all", "tools", "errors", "workflows", "last N sessions".
## Data Sources
| Endpoint | Returns |
|----------|---------|
| `GET /api/sessions?limit=200` | Session list with status, model, cwd, metadata |
| `GET /api/analytics` | tool_usage top 20, event_types, agent_types |
| `GET /api/workflows/{sessionId}` | 11 datasets per session (see below) |
### Workflow datasets used for pattern detection
| Dataset | Pattern insight |
|---------|----------------|
| `toolFlow` | **Tool transition matrix**: tool A → tool B with counts — reveals sequential habits |
| `patterns` | **Detected workflow patterns**: recurring sequences with frequency scores |
| `cooccurrence` | **Agent co-occurrence**: which agents frequently run together |
| `modelDelegation` | **Model habits**: which models are chosen for which task types |
| `errorPropagation` | **Error patterns**: where errors start and how they cascade by agent depth |
| `effectiveness` | **Subagent patterns**: which types succeed most, avg duration per type |
…Read the whole file at its exact version.
How to install
mdr add hoangsonww/claude-code-agent-monitor/pattern-detect@sha256:20080c4260329558The line at the top of this page pins the label git:20260804.9eab0d7, 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_sy3ueiwcqwxb7fqf)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 11, 2026 and Aug 4, 2026, about one every 115 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260804.9eab0d7 latest | 2026-08-04 | 9eab0d7 | 3,594 B | A | view · diff |
| git:20260411.d36e7ac | 2026-04-11 | d36e7ac | 3,573 B | B | view |
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 (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
hoangsonww/claude-code-agent-monitor · 1,159 stars · license MIT · pushed 2026-11-08 · 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
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.