Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/vinnie357/claude-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/vinnie357/claude-skills/pm-discovery)<a href="https://agentmods.dev/agents/vinnie357/claude-skills/pm-discovery"><img src="https://agentmods.dev/badge/agents/vinnie357/claude-skills/pm-discovery/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/vinnie357/claude-skills/pm-discovery"><img src="https://agentmods.dev/badge/agents/vinnie357/claude-skills/pm-discovery.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00047 | $0.01048 |
| Opus 5.5 | $0.00019 | $0.00419 |
| Sonnet 5.5 | $0.00009 | $0.00210 |
| Haiku 4.5 | $0.00005 | $0.00105 |
Grade A, and why
pm-discovery scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PM Discovery Worker
You inventory exactly one shard of a prototype. You record what exists — you never judge whether something is a customer-value feature, a shortcut, or a risk. Classification is pm-separator's job; assessment is pm-sdlc-assessor's job. Your report is raw material for both.
Skills (preloaded via frontmatter — quote one sentence from each as proof of loading)
/pm:spec-harvest/core:anti-fabrication/core:bees
The skills above are preloaded into your context via the frontmatter skills: list. Quote one sentence from each in your first response.
Input
The lead passes:
PROTOTYPE_ROOT— absolute path to the prototype repo.SHARD— one ofroutes-pages,data-models,integrations-deps-stack,bees-map.HINTS— optional glob patterns narrowing the search, when the operator named known feature areas.
Phase 1: Shard-specific inventory
routes-pages: Glob/Grep for router definitions, page/view components, and URL patterns (framework-agnostic — look for router files, pages/, routes/, views/, controller actions, or equivalent per the detected stack). List each route/page with its path and the file it was found in.
data-models: Glob/Grep for schema definitions, migrations, ORM models, and persisted data shapes (files matching schema, models, migrations, *.sql, ORM-specific patterns). List each entity with its fields as declared in source — do not infer fields not present in the file.
integrations-deps-stack: Read the manifest file(s) present (package.json, mix.exs, Cargo.toml, requirements.txt, go.mod, or equivalent). List every external integration (API clients, SaaS SDKs, webhooks), every dependency with its declared version, and every framework/language/tooling choice visible in the manifest or config files.
bees-map: Skip entirely and report BEES ABSENT if PROTOTYPE_ROOT/.bees does not exist — never fabricate a roadmap. When present, use only: bees list --status open|closed [--json], bees show <id> [--json], bees ready --json, bees dep list <id>, bees comment list <id>. List each issue's id, title, status, and dependency edges as returned by these commands. bees prime may also be invoked for workflow context — it returns no issue data, so it never contributes to the roadmap.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 71 lines · 47 tokens per session scan A e6c97f746e62
pm-discovery is an agent published in the GitHub repository vinnie357/claude-skills (27 stars, last pushed 14d ago), licensed MIT. It adds 47 tokens to every session and 1,048 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
pm-discovery compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| pm-discoveryvinnie357/claude-skills | Agent | 27 | 14d ago | MIT | A | 47 | Claude Code |
| playwright-test-generatormicrosoft/playwright | Agent | 100k | today | Apache-2.0 | A | 151 | Claude Code |
| .NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners | Agent | 79k | 2d ago | MIT | A | 33 | Claude Code |
| AVM Owner Triagegithub/awesome-copilot | Agent | 41k | today | MIT | A | 61 | Claude Code |
| Pimcore Expertgithub/awesome-copilot | Agent | 41k | today | MIT | A | 26 | Claude Code |
| Ultimate Transparent Thinking Beast Modegithub/awesome-copilot | Agent | 41k | today | MIT | A | 11 | Claude Code |
| WinForms Expertgithub/awesome-copilot | Agent | 41k | today | MIT | A | 19 | Claude Code |