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…
$ npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill pattern-detect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor pattern-detect --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ccam-insights/skills/pattern-detect .claude/skills/pattern-detect && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "pattern-detect" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-insights/skills/pattern-detect into .claude/skills/pattern-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pattern-detect", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-insights/skills/pattern-detectType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill pattern-detect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor pattern-detect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ccam-insights/skills/pattern-detect .agents/skills/pattern-detect && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pattern-detect" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-insights/skills/pattern-detect into .agents/skills/pattern-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pattern-detect", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill pattern-detect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor pattern-detect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ccam-insights/skills/pattern-detect .cursor/skills/pattern-detect && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "pattern-detect" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-insights/skills/pattern-detect into .cursor/skills/pattern-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pattern-detect", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git --path plugins/ccam-insights/skills/pattern-detect--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill pattern-detect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor pattern-detect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ccam-insights/skills/pattern-detect .gemini/skills/pattern-detect && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "pattern-detect" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-insights/skills/pattern-detect into .gemini/skills/pattern-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pattern-detect", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor pattern-detectInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill pattern-detect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ccam-insights/skills/pattern-detect .github/skills/pattern-detect && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "pattern-detect" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-insights/skills/pattern-detect into .github/skills/pattern-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pattern-detect", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill pattern-detect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor pattern-detect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ccam-insights/skills/pattern-detect .opencode/skills/pattern-detect && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "pattern-detect" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-insights/skills/pattern-detect into .opencode/skills/pattern-detect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pattern-detect", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
pattern-detectDetect recurring patterns using the Agent Monitor's workflow intelligence — toolFlow transitions (tool A → B frequency matrices), recurring workflow patterns, agent co-occurrence pairs, model…
Pattern Detect is an agent 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.
Its SKILL.md is about 900 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
The repository describes itself as: 🚀 A real-time monitoring dashboard for Claude Code & Codex, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, & WebSockets. It tracks sessions, agent activity… The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit e0f4a1a. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Pattern Detect loads about 895 tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 364 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from hoangsonww/Claude-Code-Agent-Monitor at commit e0f4a1a, republished under its MIT licence (© hoangsonww). 364 words, ~895 tokens.
.claude/skills/pattern-detect/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Identify recurring patterns using the Agent Monitor's workflow intelligence engine.
The user provides: $ARGUMENTS
Options: "all", "tools", "errors", "workflows", "last N sessions".
| 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) |
| 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 |
compaction | Compaction triggers: what causes context overflow |
complexity | Complexity patterns: session complexity scores over time |
toolFlow)patterns)errorPropagation + event_types)cooccurrence + effectiveness)daily_sessions)Pattern Report with top 10 patterns ranked by frequency × impact:
© hoangsonww, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in plugins/ccam-insights/skills/pattern-detect of hoangsonww/Claude-Code-Agent-Monitor.
Open the folder on GitHubat commit e0f4a1a
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in hoangsonww/Claude-Code-Agent-Monitor, which our catalogue first saw on October 7, 2026.
Pattern Detect next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Pattern Detect this skillhoangsonww/Claude-Code-Agent-Monitor | 1.1k | 1 repos | ~895 | Automated safety check: Pass | MIT | |
| Detecting Anomalous Authentication Patternsmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~7.5k | Automated safety check: Pass | Apache-2.0 | |
| Detecting Beaconing Patterns With Zeekmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~662 | Automated safety check: Pass | Apache-2.0 | |
| Golang Patternsaffaan-m/ECC | 275k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Kotlin Exposed Patternsaffaan-m/ECC | 275k | 4 repos | ~5.5k | Automated safety check: Pass | MIT | |
| Dotnet Patternsaffaan-m/ECC | 275k | 1 repos | ~2.3k | Automated safety check: Pass | MIT |
mukul975/Anthropic-Cybersecurity-Skills
Detects anomalous authentication patterns using UEBA analytics, statistical baselines, and machine learning models to identify impossible travel, credential stuffing, brute force, password spraying…
mukul975/Anthropic-Cybersecurity-Skills
Performs statistical analysis of Zeek conn.log connection intervals to detect C2 beaconing patterns.
affaan-m/ECC
Go-specific design patterns and best practices including functional options, small interfaces, dependency injection, concurrency patterns, error handling, and package organization.
affaan-m/ECC
JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
affaan-m/ECC
Idiomatic C and .NET patterns, conventions, dependency injection, async/await, and best practices for building robust, maintainable .NET applications.
affaan-m/ECC
FastAPI patterns for async APIs, dependency injection, Pydantic request and response models, OpenAPI docs, tests, security, and production readiness.
hoangsonww/Claude-Code-Agent-Monitor
Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard.
hoangsonww/Claude-Code-Agent-Monitor
Choose and apply the correct semantic version bump for this repository.
hoangsonww/Claude-Code-Agent-Monitor
Break down Claude Code costs using the Agent Monitor pricing engine.
hoangsonww/Claude-Code-Agent-Monitor
MANDATORY for every coding agent (Claude Code, Codex, or any other) on every change-set — every applicable source file the agent creates or updates MUST start with the project's copyright/authorship…
hoangsonww/Claude-Code-Agent-Monitor
Diagnose Claude Code hook installation, delivery, and ingestion issues.
hoangsonww/Claude-Code-Agent-Monitor
Review the file-based memory store via the Agent Monitor Config Explorer API: the user and project CLAUDE.md plus per-project auto-memory files under ~/.claude/projects/<slug/memory/.md.
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…. Pattern Detect is an agent 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.
Pattern Detect fits situations like: discover habitual usage patterns and anti-patterns.
Run `npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill pattern-detect -a claude-code`. Or copy the skill folder (plugins/ccam-insights/skills/pattern-detect in hoangsonww/Claude-Code-Agent-Monitor) into .claude/skills/pattern-detect in your project. Claude Code loads it when a task matches its description.
Run `npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill pattern-detect -a codex`. Or copy the skill folder (plugins/ccam-insights/skills/pattern-detect in hoangsonww/Claude-Code-Agent-Monitor) into .agents/skills/pattern-detect in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill pattern-detect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pattern-detect, .gemini/skills/pattern-detect, .github/skills/pattern-detect and .opencode/skills/pattern-detect in your project.
SKILL.md names no scripts, command-line tools or credentials: Pattern Detect is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Pattern Detect is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 895 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Pattern Detect: Detecting Anomalous Authentication Patterns (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Detecting Beaconing Patterns With Zeek (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Golang Patterns (affaan-m/ECC, 275k stars) and Kotlin Exposed Patterns (affaan-m/ECC, 275k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
hoangsonww (a GitHub user) maintains it in hoangsonww/Claude-Code-Agent-Monitor, which has 1,052 GitHub stars. The repository holds 78 skills in this directory. The repository was last updated on October 6, 2026.
Source: hoangsonww/Claude-Code-Agent-Monitor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
