Modeling Activation Metrics
PostHog/posthog
Build reusable activation models — an activation-rate metric and a per-user/per-account activated flag — on either PostHog data-warehouse views (HogQL) or an external dbt project.
One-line summary of key Agent Monitor metrics — active sessions, total cost from the pricing engine, events today from dailyevents, top tool from toolusage, and current model from the most recent…
MITAuto-check passed
Install Quick Stats
$ npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill quick-stats -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor quick-stats --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-dashboard/skills/quick-stats .claude/skills/quick-stats && 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 "quick-stats" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-dashboard/skills/quick-stats into .claude/skills/quick-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quick-stats", 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-dashboard/skills/quick-statsType 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 quick-stats -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor quick-stats --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-dashboard/skills/quick-stats .agents/skills/quick-stats && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "quick-stats" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-dashboard/skills/quick-stats into .agents/skills/quick-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quick-stats", 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 quick-stats -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor quick-stats --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-dashboard/skills/quick-stats .cursor/skills/quick-stats && 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 "quick-stats" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-dashboard/skills/quick-stats into .cursor/skills/quick-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quick-stats", 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-dashboard/skills/quick-stats--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 quick-stats -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor quick-stats --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-dashboard/skills/quick-stats .gemini/skills/quick-stats && 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 "quick-stats" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-dashboard/skills/quick-stats into .gemini/skills/quick-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quick-stats", 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 quick-statsInstalls 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 quick-stats -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-dashboard/skills/quick-stats .github/skills/quick-stats && 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 "quick-stats" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-dashboard/skills/quick-stats into .github/skills/quick-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quick-stats", 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 quick-stats -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 quick-stats --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-dashboard/skills/quick-stats .opencode/skills/quick-stats && 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 "quick-stats" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-dashboard/skills/quick-stats into .opencode/skills/quick-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quick-stats", 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.
Facts
- Skill name
quick-stats- GitHub stars
- 1.1k
- Used in
- 1 other repo
- Token cost
- ~407 tokens
- SKILL.md length
- 89 words
- Files
- 2
- Skills in repo
- 78
- Repo updated
- First seen
- Licence
- MIT
At a glance
One-line summary of key Agent Monitor metrics — active sessions, total cost from the pricing engine, events today from dailyevents, top tool from toolusage, and current model from the most recent…
- A fast at-a-glance check without leaving the terminal
- SKILL.md covers Input, Data Sources and Output
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Quick Stats is an agent skill from hoangsonww/Claude-Code-Agent-Monitor. One-line summary of key Agent Monitor metrics — active sessions, total cost from the pricing engine, events today from dailyevents, top tool from toolusage, and current model from the most recent session. Use for a fast at-a-glance check without leaving the terminal.
Its SKILL.md is about 410 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.
When your agent uses it
- A fast at-a-glance check without leaving the terminal
Example prompts
- “/quick-stats”
What it can do on your machine
Read from SKILL.md and the folder at commit e0f4a1a. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
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.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Quick Stats loads about 407 tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 89 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from hoangsonww/Claude-Code-Agent-Monitor at commit e0f4a1a, republished under its MIT licence (© hoangsonww). 89 words, ~407 tokens.
Download SKILL.mdSave it as
.claude/skills/quick-stats/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- quick-stats
- description
- One-line summary of key Agent Monitor metrics — active sessions, total cost from the pricing engine, events today from daily_events, top tool from tool_usage, and current model from the most recent session. Use for a fast at-a-glance check without leaving the terminal.
Quick Stats
One-line summary of key Agent Monitor metrics.
Input
The user provides: $ARGUMENTS
Options: empty (default), "cost" (cost only), "sessions" (sessions only), "tokens" (token summary).
Data Sources
| Endpoint | Returns |
|---|---|
GET /api/stats | { total_sessions, active_sessions, active_agents, total_agents, total_events, events_today, ws_connections, agents_by_status, sessions_by_status } |
GET /api/pricing/cost | { total_cost, breakdown } |
GET /api/analytics | tokens (total_input, total_output, total_cache_read, total_cache_write — baselines pre-summed), tool_usage, daily_sessions, daily_events |
GET /api/sessions?limit=1 | Most recent session for model/status |
Output
Produce a single-line or compact summary:
Default format:
📊 127 sessions | 💰 $4.2301 total cost | 🔧 4,892 events | ⚡ 3 active | 🏆 Top tool: Read (1,204)Cost format:
💰 Total: $4.2301 | Sonnet: $3.1200 | Opus: $0.9800 | Haiku: $0.1301 | Cache efficiency: 67%Sessions format:
📋 127 total | ✅ 98 completed | ❌ 12 errored | 🏃 3 active | 💤 14 abandoned | Rate: 87%Tokens format:
🔤 Input: 2.4M | Output: 890K | Cache Read: 1.8M | Cache Write: 340KKeep it short enough to scan in a terminal prompt.
© hoangsonww, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in plugins/ccam-dashboard/skills/quick-stats of hoangsonww/Claude-Code-Agent-Monitor.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit e0f4a1a
Used in 1 other repository
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.
Compare with similar skills
Quick Stats 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 |
|---|---|---|---|---|---|---|
| Quick Stats this skillhoangsonww/Claude-Code-Agent-Monitor | 1.1k | 1 repos | ~407 | Automated safety check: Pass | MIT | |
| Modeling Activation MetricsPostHog/posthog | 40k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Gke AI Troubleshooting Tpu Metrics Monitoringgoogle/skills | 21k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Agent Session Monitorhigress-group/higress | 9.5k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Cloud Monitoring Metric Selectiongoogle/skills | 21k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Session Metricscentminmod/my-claude-code-setup | 2.7k | — | ~8k | Automated safety check: Pass | MIT |
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Agent Session Monitor
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Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage.
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Cloud Monitoring Metric Selection
google/skills
Retrieve, query, and identify relevant Cloud Monitoring metric descriptors on Google Cloud for a service or resource (such as Compute Engine, Spanner, BigQuery, Cloud Run, Cloud SQL, Pub/Sub, Cloud…
Session Metrics
centminmod/my-claude-code-setup
Tally Claude Code session token usage and cost estimates from the raw JSONL conversation log.
Audit Session Metrics
centminmod/my-claude-code-setup
Audit a session-metrics JSON export for token-usage waste and produce a plain-English findings report.
More from hoangsonww/Claude-Code-Agent-Monitor
All 78 skills in this repoBudget Set
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.
Version Release
hoangsonww/Claude-Code-Agent-Monitor
Choose and apply the correct semantic version bump for this repository.
Cost Breakdown
hoangsonww/Claude-Code-Agent-Monitor
Break down Claude Code costs using the Agent Monitor pricing engine.
File Headers
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…
Hook Diagnostics
hoangsonww/Claude-Code-Agent-Monitor
Diagnose Claude Code hook installation, delivery, and ingestion issues.
Memory Review
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.
Questions about Quick Stats
What does Quick Stats do?
One-line summary of key Agent Monitor metrics — active sessions, total cost from the pricing engine, events today from dailyevents, top tool from toolusage, and current model from the most recent…. Quick Stats is an agent skill from hoangsonww/Claude-Code-Agent-Monitor. One-line summary of key Agent Monitor metrics — active sessions, total cost from the pricing engine, events today from dailyevents, top tool from toolusage, and current model from the most recent session.
When should I use Quick Stats?
Quick Stats fits situations like: A fast at-a-glance check without leaving the terminal.
How do I install Quick Stats in Claude Code?
Run `npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill quick-stats -a claude-code`. Or copy the skill folder (plugins/ccam-dashboard/skills/quick-stats in hoangsonww/Claude-Code-Agent-Monitor) into .claude/skills/quick-stats in your project. Claude Code loads it when a task matches its description.
How do I install Quick Stats in Codex?
Run `npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill quick-stats -a codex`. Or copy the skill folder (plugins/ccam-dashboard/skills/quick-stats in hoangsonww/Claude-Code-Agent-Monitor) into .agents/skills/quick-stats in your project. Codex loads it when a task matches its description.
Can I use Quick Stats in Cursor, Gemini CLI or GitHub Copilot?
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 quick-stats -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/quick-stats, .gemini/skills/quick-stats, .github/skills/quick-stats and .opencode/skills/quick-stats in your project.
What does Quick Stats need to run?
SKILL.md names no scripts, command-line tools or credentials: Quick Stats is instructions for the agent only.
Does Quick Stats access the network?
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.
Is Quick Stats safe to install?
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.
What licence does Quick Stats use?
Quick Stats is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Quick Stats use?
About 407 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Quick Stats?
Skills that share tags, products or a category with Quick Stats: Modeling Activation Metrics (PostHog/posthog, 40k stars), Gke AI Troubleshooting Tpu Metrics Monitoring (google/skills, 21k stars), Agent Session Monitor (higress-group/higress, 9.5k stars) and Cloud Monitoring Metric Selection (google/skills, 21k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Quick Stats?
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.