MCPInstall

product

Create or refine PRODUCT.md while separating evidence, aspiration, users, value, and non-goals. Triggers: "product", "create PRODUCT.md", "product boundary".

Installs
1.4K
Last 24h
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/boshu2/agentops --skill product
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads product automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Product

Create or refine a product contract with the user's authority.

The contract works because it forces every claim into evidence or labeled aspiration; if a reader cannot tell which is which, the document has failed.

  1. Inspect existing product, README, goals, release, and evidence sources.
  2. Ask only for decisions that cannot be grounded safely from those sources.
  3. State mission, users, pains, value, differentiation, and non-goals. For this repository's own product surfaces, start from the canonical category in docs/contracts/ubiquitous-language.md (AgentOps is the operations layer for agentic engineering) and preserve the small ownership boundary — never re-frame AgentOps as an execution orchestrator, factory, or loop.
  4. Separate evidence from hope under two required headings. Put every grounded claim under ## Proven, each carrying a resolvable citation (a README, release, test, or evidence source). Put unproven hopes, evidence gaps, and not-yet-measured success signals under ## Assumptions. A claim that cannot cite a source belongs under ## Assumptions, never ## Proven.
  5. Preserve an existing PRODUCT.md unless the user authorizes replacement.
  6. Return the document to the caller; Plan may use it as intent context.

Named failure mode — aspiration laundering: an unproven hope written in the ## Proven section; once laundered, every downstream plan inherits a false premise. Detector: any ## Proven claim without a resolvable citation is a laundered aspiration — move it to ## Assumptions or cite it.

Anti-pattern: rewriting a healthy PRODUCT.md wholesale because the session has fresh opinions. Corrective: refine only the sections the user asked to change and preserve the rest byte-for-byte.

Product does not select work, invoke a loop, repair itself, validate itself, or choose delivery.

FAQ

What does the product skill do?

Create or refine PRODUCT.md while separating evidence, aspiration, users, value, and non-goals. Triggers: "product", "create PRODUCT.md", "product boundary".

How do I install product?

Run npx skills add https://github.com/boshu2/agentops --skill product in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/product/ (personal) or .claude/skills/product/ (project).

Which AI agents can use product?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is product safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains product?

It is published by boshu2 in boshu2/agentops. It has 1,396 recorded installs.

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