Prd V09 Launch Metrics
mattgierhart/PRD-driven-context-engineering
Define success criteria and tracking setup for launch during PRD v0.9 Go-to-Market.
Evaluate quality of a PM artifact or substantive session output using the shared evaluation procedure — gut check, red/green flags, optional full scored review.
Install Evaluate Artifact
$ npx skills add andreaskelm/pm-brain --skill evaluate-artifact -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install andreaskelm/pm-brain evaluate-artifact --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/andreaskelm/pm-brain.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/evaluate-artifact .claude/skills/evaluate-artifact && 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 "evaluate-artifact" agent skill from https://github.com/andreaskelm/pm-brain/tree/main/.claude/skills/evaluate-artifact into .claude/skills/evaluate-artifact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate-artifact", 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/andreaskelm/pm-brain/tree/main/.claude/skills/evaluate-artifactType 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 andreaskelm/pm-brain --skill evaluate-artifact -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install andreaskelm/pm-brain evaluate-artifact --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/andreaskelm/pm-brain.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/evaluate-artifact .agents/skills/evaluate-artifact && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "evaluate-artifact" agent skill from https://github.com/andreaskelm/pm-brain/tree/main/.claude/skills/evaluate-artifact into .agents/skills/evaluate-artifact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate-artifact", 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 andreaskelm/pm-brain --skill evaluate-artifact -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install andreaskelm/pm-brain evaluate-artifact --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/andreaskelm/pm-brain.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/evaluate-artifact .cursor/skills/evaluate-artifact && 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 "evaluate-artifact" agent skill from https://github.com/andreaskelm/pm-brain/tree/main/.claude/skills/evaluate-artifact into .cursor/skills/evaluate-artifact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate-artifact", 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/andreaskelm/pm-brain.git --path .claude/skills/evaluate-artifact--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 andreaskelm/pm-brain --skill evaluate-artifact -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install andreaskelm/pm-brain evaluate-artifact --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/andreaskelm/pm-brain.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/evaluate-artifact .gemini/skills/evaluate-artifact && 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 "evaluate-artifact" agent skill from https://github.com/andreaskelm/pm-brain/tree/main/.claude/skills/evaluate-artifact into .gemini/skills/evaluate-artifact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate-artifact", 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 andreaskelm/pm-brain evaluate-artifactInstalls 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 andreaskelm/pm-brain --skill evaluate-artifact -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/andreaskelm/pm-brain.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/evaluate-artifact .github/skills/evaluate-artifact && 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 "evaluate-artifact" agent skill from https://github.com/andreaskelm/pm-brain/tree/main/.claude/skills/evaluate-artifact into .github/skills/evaluate-artifact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate-artifact", 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 andreaskelm/pm-brain --skill evaluate-artifact -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install andreaskelm/pm-brain evaluate-artifact --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/andreaskelm/pm-brain.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/evaluate-artifact .opencode/skills/evaluate-artifact && 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 "evaluate-artifact" agent skill from https://github.com/andreaskelm/pm-brain/tree/main/.claude/skills/evaluate-artifact into .opencode/skills/evaluate-artifact/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluate-artifact", 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
evaluate-artifact- GitHub stars
- 234
- Token cost
- ~1.4k tokens
- SKILL.md length
- 607 words
- Files
- 1
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Evaluate quality of a PM artifact or substantive session output using the shared evaluation procedure — gut check, red/green flags, optional full scored review.
- Works in 8 steps: Identify what to evaluate → Map artifact → criteria file → While creating (lightweight, if still… → …
- The user says evaluate this
- SKILL.md covers Step 1 — Identify what to…, Step 2 — Map artifact →…, Step 3 — While creating… and Step 4 — Before calling it…, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Evaluate Artifact is an agent skill from andreaskelm/pm-brain. Evaluate quality of a PM artifact or substantive session output using the shared evaluation procedure — gut check, red/green flags, optional full scored review. Use when the user says "evaluate this", "is this good enough", "quality check", "review the PRD/OKR/roadmap we just wrote", or after finishing an artifact. Includes end-of-session personal capture scan.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Product & Project Management, covering OKRs and executive reporting and PRD writing. The repository describes itself as: AI-powered product management thinking & operating system. Playbooks, guides, templates, and frameworks that bridge PM theory to daily execution.
When your agent uses it
- The user says evaluate this
- Is this good enough
- Review the PRD/OKR/roadmap we just wrote
- After finishing an artifact
Example prompts
- “evaluate this”
- “is this good enough”
- “quality check”
- “/evaluate-artifact”
Workflow steps
8 steps, taken from the step headings in SKILL.md.
- Identify what to evaluate
- Map artifact → criteria file
- While creating (lightweight, if still drafting)
- Before calling it done (quick check)
- Full evaluation (on request)
- Agent behavior (Level 2, if requested)
- Personal capture scan (always at session end)
- Log key findings (when doing Level 2 or meta)
What it can do on your machine
Read from SKILL.md and the folder at commit 38696ac. 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
Evaluate Artifact loads about 1.4k tokens when it runs. Until then it costs about 95 tokens; SKILL.md has 607 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 607 words (~1,373 tokens).
“One procedure for every artifact type. What changes is only the criteria file — red/green flags, weighted dimensions, antipatterns, rewrites. Process, math, and output format: system/EVALUATION.md (follow it; don't improvise scoring).”
- name
- evaluate-artifact
Files
Just SKILL.md in .claude/skills/evaluate-artifact of andreaskelm/pm-brain.
Open the folder on GitHubat commit 38696ac
Compare with similar skills
Evaluate Artifact 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 |
|---|---|---|---|---|---|---|
| Evaluate Artifact this skillandreaskelm/pm-brain | 234 | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Prd V09 Launch Metricsmattgierhart/PRD-driven-context-engineering | 180 | — | ~4.7k | Automated safety check: Pass | MIT | |
| Utility Pm Criticproduct-on-purpose/pm-skills | 716 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Notion Pmborghei/Claude-Skills | 891 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Prd V03 Features Value Planningmattgierhart/PRD-driven-context-engineering | 180 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Prd V03 Outcome Definitionmattgierhart/PRD-driven-context-engineering | 180 | — | ~1.9k | Automated safety check: Pass | MIT |
Similar skills
Utility Pm Critic
product-on-purpose/pm-skills
Run adversarial review on a PM artifact via the pm-critic sub-agent.
Notion Pm
borghei/Claude-Skills
Notion expert for product management workflows. An agent skill from borghei/Claude-Skills.
Prd V03 Features Value Planning
mattgierhart/PRD-driven-context-engineering
Define and prioritize features with strategic traceability during PRD v0.3 Commercial Model.
Prd V03 Outcome Definition
mattgierhart/PRD-driven-context-engineering
Define measurable success metrics (KPIs) tied to product type during PRD v0.3 Commercial Model.
Prd V04 User Journey Mapping
mattgierhart/PRD-driven-context-engineering
Map user missions from trigger to value moment, organizing features into coherent paths during PRD v0.4 User Journeys.
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Related
Questions about Evaluate Artifact
What does Evaluate Artifact do?
Evaluate quality of a PM artifact or substantive session output using the shared evaluation procedure — gut check, red/green flags, optional full scored review. Evaluate Artifact is an agent skill from andreaskelm/pm-brain. Evaluate quality of a PM artifact or substantive session output using the shared evaluation procedure — gut check, red/green flags, optional full scored review.
When should I use Evaluate Artifact?
Evaluate Artifact fits situations like: the user says evaluate this; is this good enough; review the PRD/OKR/roadmap we just wrote; after finishing an artifact.
How do I install Evaluate Artifact in Claude Code?
Run `npx skills add andreaskelm/pm-brain --skill evaluate-artifact -a claude-code`. Or copy the skill folder (.claude/skills/evaluate-artifact in andreaskelm/pm-brain) into .claude/skills/evaluate-artifact in your project. Claude Code loads it when a task matches its description.
How do I install Evaluate Artifact in Codex?
Run `npx skills add andreaskelm/pm-brain --skill evaluate-artifact -a codex`. Or copy the skill folder (.claude/skills/evaluate-artifact in andreaskelm/pm-brain) into .agents/skills/evaluate-artifact in your project. Codex loads it when a task matches its description.
Can I use Evaluate Artifact 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 andreaskelm/pm-brain --skill evaluate-artifact -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/evaluate-artifact, .gemini/skills/evaluate-artifact, .github/skills/evaluate-artifact and .opencode/skills/evaluate-artifact in your project.
What does Evaluate Artifact need to run?
SKILL.md names no scripts, command-line tools or credentials: Evaluate Artifact is instructions for the agent only.
Does Evaluate Artifact 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 Evaluate Artifact 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 Evaluate Artifact use?
Evaluate Artifact has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Evaluate Artifact use?
About 1.4k tokens (SKILL.md is roughly 5.5k 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 Evaluate Artifact?
Skills that share tags, products or a category with Evaluate Artifact: Prd V09 Launch Metrics (mattgierhart/PRD-driven-context-engineering, 180 stars), Utility Pm Critic (product-on-purpose/pm-skills, 716 stars), Notion Pm (borghei/Claude-Skills, 891 stars) and Prd V03 Features Value Planning (mattgierhart/PRD-driven-context-engineering, 180 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Evaluate Artifact?
andreaskelm (a GitHub user) maintains it in andreaskelm/pm-brain, which has 234 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 9, 2026.
Source: andreaskelm/pm-brain on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.