One job: Tell a new user what AgentOps does and what to do first. Fast.
Works with
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionquickstartExecute the skills CLI command in your project's root directory to begin installation:
Fetches quickstart from boshu2/agentops and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate quickstart. Access via /quickstart in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
Submit your Claude Code skill and start earning
Automate repetitive workflows and reduce manual effort
Example
Generate reports, summarize documents, draft communications
Save 3-5 hours per week on routine tasks
Learn new skills, understand complex topics, get expert guidance
Example
Explain concepts, provide examples, suggest learning resources
Accelerate learning and skill development by 2x
Enhance output quality through reviews, suggestions, and refinements
Example
Review drafts, suggest improvements, catch errors
Improve work quality by 30-40% with less effort
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One job: Tell a new user what AgentOps does and what to do first. Fast.
YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it.
git rev-parse --is-inside-work-tree >/dev/null 2>&1 && echo "GIT=true" || echo "GIT=false"
command -v ao >/dev/null && echo "AO=true" || echo "AO=false"
command -v bd >/dev/null && echo "BD=true" || echo "BD=false"
[ -d .agents ] && echo "AGENTS=true" || echo "AGENTS=false"
[ -n "${CODEX_THREAD_ID:-}" ] || [ "${CODEX_INTERNAL_ORIGINATOR_OVERRIDE:-}" = "Codex Desktop" ] && echo "CODEX=true" || echo "CODEX=false"
Output exactly this (no additions, no diagrams):
AgentOps gives your coding agent three things it doesn't have by default:
Memory — sessions accumulate learnings in .agents/ and surface them back
Judgment — /council spawns independent judges to validate plans and code
Workflow — /rpi delegates /discovery → /crank → /validation in one command
Key skills: /rpi /discovery /validation /implement /research /council /swarm /status
Full reference: /quickstart --catalog
Match the first row that applies. Output only that message — nothing else.
| Condition | Message |
|---|---|
| GIT=false | "⚠ Not in a git repo. Run git init first." |
| AO=false + CODEX=true | "📦 Install ao CLI first:\n brew tap boshu2/agentops https://github.com/boshu2/homebrew-agentops\n brew install agentops\n ao init && ao seed\n ao codex start\nThen: /rpi \"a small goal\" to run your first cycle." |
| AO=false | "📦 Install ao CLI first:\n brew tap boshu2/agentops https://github.com/boshu2/homebrew-agentops\n brew install agentops\n ao init --hooks && ao seed\nThen: /rpi \"a small goal\" to run your first cycle." |
| AGENTS=false + CODEX=true | "🌱 ao is installed but not initialized here.\n Run /bootstrap to set up GOALS.md, PRODUCT.md, .agents/, and hooks.\n Or manually: ao init && ao seed && ao codex start\nThen: /rpi \"a small goal\" to run your first cycle." |
| AGENTS=false | "🌱 ao is installed but not initialized here.\n Run /bootstrap to set up GOALS.md, PRODUCT.md, .agents/, and hooks.\n Or manually: ao init --hooks && ao seed\nThen: /rpi \"a small goal\" to run your first cycle." |
| BD=false + CODEX=true | "✅ Codex fallback ready.\n ao codex start — surface prior context and run safe maintenance\n /rpi \"your goal\" — full /discovery → /crank → /validation pipeline\n ao codex stop — close out the session and queue learnings\n Want issue tracking? brew install boshu2/agentops/beads && bd init --prefix <prefix>" |
| BD=false | "✅ Flywheel active. Start now:\n /rpi \"your goal\" — full /discovery → /crank → /validation pipeline\n /validation — close out recent work and capture learnings\n /research <topic> — explore the codebase\n Want issue tracking? brew install boshu2/agentops/beads && bd init --prefix <prefix>" |
| BD=true + CODEX=true | "✅ Codex full stack ready.\n ao codex start — start with prior context\n bd ready — see open work\n /rpi \"your goal\" — start a new goal from scratch\n ao codex stop — close out the session cleanly" |
| BD=true | "✅ Full stack ready.\n bd ready — see open work\n /rpi \"your goal\" — start a new goal from scratch\n /status — see current session state" |
Starting a new project? Run /scaffold <language> <name> to generate project structure with best practices.
User says: /quickstart
What happens: Agent detects tools, shows one-line status, gives the single next action to run.
User says: /quickstart
What happens: Agent detects full stack is ready and suggests /rpi "your goal" or bd ready.
| Problem | Solution |
|---|---|
| Skills not installed | bash <(curl -fsSL https://raw.githubusercontent.com/boshu2/agentops/main/scripts/install.sh) |
| Codex has no startup/session-end hooks | Use ao codex start to begin and ao codex stop to close out; ao codex status shows hookless lifecycle health |
| Flywheel count is 0 | First session — run /rpi "a small goal" to start it |
| Want the full skill catalog | Ask: "show me all the skills" or see references/full-catalog.md |
Prerequisites
Time Estimate
15-45 minutes depending on use case complexity
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid when
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
anthropics/claude-code
mblode/agent-skills
github/awesome-copilot
leonxlnx/taste-skill
sickn33/antigravity-awesome-skills
erichowens/some_claude_skills
Solid pick for teams standardizing on skills: quickstart is focused, and the summary matches what you get after install.
Useful defaults in quickstart — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
quickstart is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
I recommend quickstart for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
quickstart has been reliable in day-to-day use. Documentation quality is above average for community skills.
quickstart fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
We added quickstart from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
quickstart is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
quickstart reduced setup friction for our internal harness; good balance of opinion and flexibility.
Useful defaults in quickstart — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
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