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.
npx agentmods add skills/sidcorp-co/forge/forge-product-mapnpx skills add SidCorp-co/forge --skill forge-product-mapgit clone --depth 1 https://github.com/SidCorp-co/forgeWrote 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/skills/sidcorp-co/forge/forge-product-map)<a href="https://agentmods.dev/skills/sidcorp-co/forge/forge-product-map"><img src="https://agentmods.dev/badge/skills/sidcorp-co/forge/forge-product-map.svg" alt="Measured on agentmods" 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 | $0.00140 | $0.01521 |
| Opus 5 | $0.00070 | $0.00760 |
| Sonnet 5 | $0.00028 | $0.00304 |
| Haiku 4.5 | $0.00014 | $0.00152 |
Grade A, and why
forge-product-map 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 4d 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 — 110 lines — stays where its author put it; the contents beside it link to each section on GitHub.
forge-product-map
Maintains a project's curated product knowledge as Mermaid visual entries. Writes overview, scenario, workflow, and rule entries via forge_knowledge action=upsert. All diagrams represent user-facing product behaviour — never internal implementation.
Modes
- bootstrap (default) — full sweep: read existing entries, read shipped issues for evidence, identify gaps, ask the human only for gaps that cannot be inferred. Write/refresh all entry kinds.
- refresh — incremental: read recently closed/released issues since the last run, update existing entries that those issues affect, add missing scenarios.
- gap [scenarioName] — produce or fill exactly ONE scenario entry. Ask the human for the scenario name if not provided.
Hard verification gate (AC5 — non-negotiable)
Before writing ANY node into a scenario or workflow diagram:
- Every node must map to one of: a real issue id, an acceptance criterion phrase, or a user-facing route string (e.g.
/projects/:slug/library). - NO
file:line, function names, module names, or source-code identifiers as nodes. If a node names a file or function, DELETE it — replace with the user-facing action it implements. - Tag each entry:
confidence: "verified"when a shipped (closed/released) issue directly backs the node.confidence: "inferred"when derived from comments, ACs, or reasonable inference.
- Store backing issue ids in
metadata.relatedIssueIds: string[].
Violating this gate produces diagrams that rot when the code changes. Product diagrams must survive a complete rewrite of the implementation.
Source priority
Read sources in this order; later sources are used only when earlier ones are insufficient:
- Existing knowledge entries —
forge_knowledge action=list(thenaction=getfor full bodies). These are already curated; update rather than replace. - Shipped issues —
forge_issues action=listwithstatus=closedorstatus=released. ReadacceptanceCriteria,description, and comments for evidence of real user flows. - Semantic search —
forge_knowledge action=search scope=all query="<topic>"for context not in the entry list. - The human — ask ONLY for gaps that none of the above sources can fill. Batch all gap questions into a single message.
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.
- 4d ago First seen · 110 lines · 140 tokens per session scan A 979d9f6bfae9
forge-product-map is a skill published in the GitHub repository SidCorp-co/forge (5 stars, last pushed today), licensed Apache-2.0. It adds 140 tokens to every session and 1,521 once invoked, about $0.0007 per session on Opus 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 2026-08-31.
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