workflow-optimizer

hoangsonww/Claude-Code-Agent-Monitor Agent tooling Coding & code review AI & ML engineering

workflow-optimizer is a skill in hoangsonww/Claude-Code-Agent-Monitor, last changed 4 Aug 2026. It is instructions only: no scripts, no named hosts and no pre-approved tools.

From the author

Analyze workflow patterns using the Agent Monitor's workflow intelligence API — orchestration DAGs, tool flow transitions, subagent effectiveness, model delegation patterns, error propagation by depth, concurrency lanes, compaction impact, and agent co-occurrence. Produces prioritized optimization recommendations with quantified impact.

What it can touch

Instructions only

It is instructions only: no scripts, no named hosts and no pre-approved tools.

How much a skill can do, not whether it is risky.

Pattern check

Nothing flagged

That isn't proof the skill is harmless.

Commit 62a2afa · 3 Nov 2026

How the check works

Pattern check: nothing flagged

That isn't proof the skill is harmless.

Install

Each tab says whether it installs commit 62a2afa, the one we checked, or the latest version.

OpenCode also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Goose also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Windsurf (Devin Desktop) also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Zed also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Roo Code also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Factory Droid also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Junie also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Amp also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

No install command here reaches Kiro. Copy the skill's folder into .kiro/skills/ in your project, or ~/.kiro/skills/ for all your projects. hoangsonww/Claude-Code-Agent-Monitor/plugins/ccam-productivity/skills/workflow-optimizer (opens in a new tab)

Antigravity also looks in .agents/skills/, so the Any agent steps reach it with This project. For All projects, see where Antigravity looks.

Cline also looks in .claude/skills/, so the Claude Code steps reach it with This project. For All projects, see where Cline looks.

No tab for your agent? Use Any agent for OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie and Amp. With This project, Any agent also reaches Antigravity and Claude Code reaches Cline. Kiro needs the folder copied by hand.

Pinned to commit 62a2afa, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&git -C "$tmp" sparse-checkout set -- plugins/ccam-productivity/skills/workflow-optimizer &&git -C "$tmp" checkout -q 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&mkdir -p .claude/skills &&mkdir .claude/skills/workflow-optimizer &&cp -R "$tmp"/plugins/ccam-productivity/skills/workflow-optimizer/. .claude/skills/workflow-optimizer/ &&rm -rf "$tmp"

If Claude Code was already running and this created the skills folder, run /reload-skills.

Or install the ccam-productivity plugin it ships in. Installs the latest version, not the one we checked. Installs everything in the plugin, including any hooks, MCP servers and scripts our check doesn't cover.

claude plugin marketplace add hoangsonww/Claude-Code-Agent-Monitor --scope project &&claude plugin install ccam-productivity@claude-code-agent-monitor-plugins --scope project

Claude Code docs

Pinned to commit 62a2afa, the one we checked.

Skills in the Claude apps belong to your account rather than to a project.

Make workflow-optimizer.zip, with the skill folder at the top level:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&git -C "$tmp" sparse-checkout set -- plugins/ccam-productivity/skills/workflow-optimizer &&git -C "$tmp" checkout -q 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&out="$(mktemp -d)" &&cp -R "$tmp"/plugins/ccam-productivity/skills/workflow-optimizer "$out"/workflow-optimizer &&(cd "$out" && zip -qr - workflow-optimizer) > workflow-optimizer.zip &&rm -rf "$tmp" "$out"

In Claude, open Customize > Skills, select +, then + Create skill > Upload a skill, and choose workflow-optimizer.zip.

On Free, Pro and Max plans, turn on Code execution and file creation (Create and edit files in newer settings) under Settings > Capabilities.

Claude apps docs

Pinned to commit 62a2afa, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&git -C "$tmp" sparse-checkout set -- plugins/ccam-productivity/skills/workflow-optimizer &&git -C "$tmp" checkout -q 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&mkdir -p .agents/skills &&mkdir .agents/skills/workflow-optimizer &&cp -R "$tmp"/plugins/ccam-productivity/skills/workflow-optimizer/. .agents/skills/workflow-optimizer/ &&rm -rf "$tmp"

Codex picks up new skills on its own; restart it if this one does not appear.

Codex docs

Pinned to commit 62a2afa, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&git -C "$tmp" sparse-checkout set -- plugins/ccam-productivity/skills/workflow-optimizer &&git -C "$tmp" checkout -q 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&mkdir -p .cursor/skills &&mkdir .cursor/skills/workflow-optimizer &&cp -R "$tmp"/plugins/ccam-productivity/skills/workflow-optimizer/. .cursor/skills/workflow-optimizer/ &&rm -rf "$tmp"

Cursor docs

Pinned to commit 62a2afa, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&git -C "$tmp" sparse-checkout set -- plugins/ccam-productivity/skills/workflow-optimizer &&git -C "$tmp" checkout -q 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&mkdir -p .github/skills &&mkdir .github/skills/workflow-optimizer &&cp -R "$tmp"/plugins/ccam-productivity/skills/workflow-optimizer/. .github/skills/workflow-optimizer/ &&rm -rf "$tmp"

In a running Copilot CLI session, run /skills reload.

Or install it with gh skill, which also installs the commit we checked. Needs GitHub CLI 2.90 or later.

gh skill install hoangsonww/Claude-Code-Agent-Monitor plugins/ccam-productivity/skills/workflow-optimizer/SKILL.md@62a2afa6a43fad8fbb3be35a98161d6f74911584 --agent github-copilot --scope project

Copilot & VS Code docs

Pinned to commit 62a2afa, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&git -C "$tmp" sparse-checkout set -- plugins/ccam-productivity/skills/workflow-optimizer &&git -C "$tmp" checkout -q 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&mkdir -p .gemini/skills &&mkdir .gemini/skills/workflow-optimizer &&cp -R "$tmp"/plugins/ccam-productivity/skills/workflow-optimizer/. .gemini/skills/workflow-optimizer/ &&rm -rf "$tmp"

In a running session, run /skills reload.

Or use Gemini CLI’s own installer. Installs the latest version, not the one we checked.

gemini skills install https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git --path plugins/ccam-productivity/skills/workflow-optimizer --scope workspace

Gemini CLI docs

Pinned to commit 62a2afa, the one we checked.

OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie, Amp and Antigravity read .agents/skills in a project.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&git -C "$tmp" sparse-checkout set -- plugins/ccam-productivity/skills/workflow-optimizer &&git -C "$tmp" checkout -q 62a2afa6a43fad8fbb3be35a98161d6f74911584 &&mkdir -p .agents/skills &&mkdir .agents/skills/workflow-optimizer &&cp -R "$tmp"/plugins/ccam-productivity/skills/workflow-optimizer/. .agents/skills/workflow-optimizer/ &&rm -rf "$tmp"

Or use the skills CLI from skills.sh. Installs the latest version, not the one we checked. The skills CLI reports installs to skills.sh unless you set DISABLE_TELEMETRY=1.

npx skills@1.7.4 add hoangsonww/Claude-Code-Agent-Monitor --skill workflow-optimizer

Agent Skills docs

Read SKILL.md first

MIT

Licence

1.1k

Repo stars

Folder last changed

Publisher

Files

Checked

3 Nov 2026

What it can touch

From the files and frontmatter at commit 62a2afa. This is how much a skill can do, not whether it is risky.

Instructions only

It is instructions only: no scripts, no named hosts and no pre-approved tools.

Pattern check

Pattern check: nothing flagged · commit 62a2afa · 3 Nov 2026

We checked every text file in this skill, at commit 62a2afa on 3 Nov 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check works Report an incorrect finding

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

Agent Skills specPasses
The open format from agentskills.io, held to the strictest version of each rule among the agents we check.
- Note
  The first sentence of the description is 264 characters. Agents shorten long descriptions, so lead with the main job. D8
  Fix: Start with one short sentence that names the job.
- Note
  There is no license field, so readers can't tell whether they may reuse the skill. O2
  Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.
Claude CodePasses
Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.
- Note
  The first sentence of the description is 264 characters. Agents shorten long descriptions, so lead with the main job. D8
  Fix: Start with one short sentence that names the job.
Claude apps & API uploadPasses
Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.
- Note
  The description is 338 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4
  Fix: If the claude.ai upload refuses it, trim the description to 200 characters.
OpenAI (Codex & API)Passes
Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.
- Note
  The first sentence of the description is 264 characters. Agents shorten long descriptions, so lead with the main job. D8
  Fix: Start with one short sentence that names the job.
VS Code & CopilotPasses

SKILL.md

Read SKILL.md on GitHub

Files

2 files

Path	Size
SKILL.md (opens in a new tab)	3.9 KB
agents/openai.yaml (opens in a new tab)	277 B

More from hoangsonww/Claude-Code-Agent-Monitor

Skill	What it can touch	Pattern check	Licence	Updated
alert-managementInspect fired CCAM alerts and manage alert rules for token thresholds, event patterns, inactivity, and status duration. Use when acknowledging alerts, creating or editing a rule, checking cooldowns, or connecting alert rules to webhook targets. Runs shell commands Pattern check: Nothing flaggedMITUpdated 4 Aug 2026	Runs shell commands	Pattern check: Nothing flagged	MIT	4 Aug 2026
anomaly-alertIdentify anomalous sessions using Agent Monitor data — cost outliers from the pricing engine, token anomalies (cache miss spikes, compaction baseline surges), unusual event type ratios (PreToolUse/PostToolUse gaps, APIError clusters), behavioral deviations from workflow intelligence (complexity score outliers, error propagation anomalies), and sessions with abnormal metadata (extreme turn_count, high thinking_blocks, zero turn_duration). Instructions only Pattern check: Nothing flaggedMITUpdated 4 Aug 2026	Instructions only	Pattern check: Nothing flagged	MIT	4 Aug 2026
api-error-reportProduce a detailed report on APIError events from Agent Monitor data — counts over time, which sessions and models are affected, and the likely root cause (rate limits, overload/529, or context-window pressure) inferred from each event's summary and data payload. Use when API errors spike or when you need to explain why requests are failing. Reaches the network Pattern check: Nothing flaggedMITUpdated 4 Aug 2026	Reaches the network	Pattern check: Nothing flagged	MIT	4 Aug 2026
benchmarkBenchmark one session (or a small recent set) against the rolling average using Agent Monitor data — cost, total tokens, tool count, and workflow complexity score — and report where each metric lands as a percentile of the population. Tells you whether a session was normal, cheap, or an outlier. Use when judging whether a session was typical or out of band. Instructions only Pattern check: Nothing flaggedMITUpdated 4 Aug 2026	Instructions only	Pattern check: Nothing flagged	MIT	4 Aug 2026
budget-setDefine 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. Reads current spend from /api/pricing/cost to size the budget sensibly and explains every rule field before writing. Use when setting a spend limit or wiring up a budget guardrail. Runs shell commands +1 more Pattern check: Nothing flaggedMITUpdated 4 Aug 2026	Runs shell commands Reaches the network	Pattern check: Nothing flagged	MIT	4 Aug 2026
cache-efficiencyAnalyze prompt-cache effectiveness for Claude Code usage from the Agent Monitor dashboard — cache hit rate (total_cache_read / (total_cache_read + total_input)), cache_write vs cache_read reuse, cache-read vs cache-write spend, and the sessions with the poorest reuse. Pulls token totals from /api/analytics, per-session detail from /api/sessions, and dollar splits from /api/pricing/cost. Use when diagnosing cache spend or deciding whether prompt caching is paying off. Instructions only Pattern check: Nothing flaggedMITUpdated 4 Aug 2026	Instructions only	Pattern check: Nothing flagged	MIT	4 Aug 2026

All skills in hoangsonww/Claude-Code-Agent-Monitor

Other Agent tooling skills

Same category, most repo stars first.

Skill	What it can touch	Pattern check	Licence	Updated
brainstormingYou MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation). obra/superpowers Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 21 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	21 Oct 2026
executing-plansUse when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available obra/superpowers Runs shell commands +1 more Pattern check: Nothing flaggedMITUpdated 21 Oct 2026	Runs shell commands Bundles scripts	Pattern check: Nothing flagged	MIT	21 Oct 2026
agent-architecture-auditFull-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications, autonomous loops, or any LLM-powered feature. Use when an agent or LLM feature misbehaves and the failing layer is unknown, or before shipping an agent stack. affaan-m/ECC Runs shell commands Pattern check: Nothing flaggedMITUpdated 11 Aug 2026	Runs shell commands	Pattern check: Nothing flagged	MIT	11 Aug 2026
agent-sortBuild an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes. Use when ECC should be trimmed to what a project actually needs instead of loading the full bundle. affaan-m/ECC Runs shell commands Pattern check: Nothing flaggedMITUpdated 11 Jun 2026	Runs shell commands	Pattern check: Nothing flagged	MIT	11 Jun 2026
claude-apiReference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a one-liner" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-`, `us.anthropic.`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens). SKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai\|langchain_openai\|google.generativeai\|genai\|mistralai\|cohere\|ollama'` over the project hits (run this grep FIRST if no provider named — don't Read the file). anthropics/skills Touches credentials +6 more Pattern check: 1 item to reviewApache 2.0Updated 9 Oct 2026	Touches credentials Downloads software +5 more	Pattern check: 1 item to review	Apache 2.0	9 Oct 2026
mcp-builderGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). anthropics/skills Touches credentials +4 more Pattern check: Nothing flaggedApache 2.0Updated 28 Oct 2026	Touches credentials Runs shell commands +3 more	Pattern check: Nothing flagged	Apache 2.0	28 Oct 2026

At a glance

What it can touch

Pattern check

Install

Claude Code

Claude apps

Codex

Cursor

Copilot & VS Code

Gemini CLI

Any agent

What it can touch

Pattern check

Format check

SKILL.md

Files

More from hoangsonww/Claude-Code-Agent-Monitor

Other Agent tooling skills