agentops-marketplace

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What AgentOps Gives You

Session 1, your agent spends 2 hours debugging a timeout bug. Session 15, a new agent finds the answer in 10 seconds — because /retro captured the lesson and the flywheel promoted it. Three capabilities make this work:

1. Judgment validation — agents get risk context that challenges the plan and the code before shipping.
2. Durable learning — solved problems stay solved. Your repo accumulates institutional knowledge across sessions, agents, and runtimes.
3. Loop closure — completed work produces better next work, stronger rules, and richer future context.

Every skill, hook, and CLI command exists to deliver one of these three. They form a single lifecycle contract, not separate features.

Operationally, that means AgentOps behaves like a software factory:

• briefings and startup context prepare the work order
• RPI runs the delivery line
• validation gates accept or reject output
• the flywheel turns completed work into future advantage

See Software Factory Surface for the explicit operator lane.

Capability	What you get
Judgment validation	/pre-mortem challenges your plan before build; /vibe + /council validate code before commit
Durable learning	Repo-native memory via .agents/ — lessons compound across sessions, agents, and runtimes
Loop closure	Every cycle produces artifacts, issues, and next-work suggestions the next session acts on

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Install

# Claude Code (recommended): marketplace + plugin install
claude plugin marketplace add boshu2/agentops
claude plugin install agentops@agentops-marketplace

# Codex CLI (0.110.0+ native plugin)
curl -fsSL https://raw.githubusercontent.com/boshu2/agentops/main/scripts/install-codex.sh | bash

# OpenCode
curl -fsSL https://raw.githubusercontent.com/boshu2/agentops/main/scripts/install-opencode.sh | bash

# Other Skills-compatible agents (agent-specific, install only what you need)
# Example (Cursor):
npx skills@latest add boshu2/agentops --cursor -g

On Linux, also install system bubblewrap so Codex uses it directly:

sudo apt-get install -y bubblewrap

Install ao CLI (optional)

Skills work standalone. The ao CLI unlocks the full repo-native layer: knowledge extraction, retrieval and injection, maturity scoring, goals, and control-plane workflows.

Homebrew (recommended)

brew tap boshu2/agentops https://github.com/boshu2/homebrew-agentops
brew install agentops
which ao
ao version

Or install via release binaries or build from source.

Then type /quickstart in your agent chat.

In Claude Code, CLAUDE.md is the startup surface. Installed hooks stay silent: SessionStart prepares runtime state and can stage factory goal or briefing files, while UserPromptSubmit can capture first-prompt intake without injecting additional context into the session.

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Start Here

Three commands, zero methodology. Pick one and go:

/council validate this PR          # Multi-model code review — immediate value
/research "how does auth work"     # Codebase exploration with memory
/implement "fix the login bug"     # Full lifecycle for one task

When you're ready for more:

/plan → /crank                     # Decompose into issues, parallel-execute
/rpi "add retry backoff"           # Full pipeline: research → plan → build → validate → learn
/evolve                            # Fitness-scored improvement loop — walk away, come back to better code

Every skill works alone. Compose them however you want. Full catalog: Skills.

If you want the explicit operator lane instead of individual primitives:

ao factory start --goal "fix auth startup"
/rpi "fix auth startup"           # or: ao rpi phased "fix auth startup"
ao codex stop