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 skills add qarium/goga --skill goga-brainstorm-type-mapgit clone --depth 1 https://github.com/qarium/gogaWrote 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/qarium/goga/goga-brainstorm-type-map)<a href="https://agentmods.dev/skills/qarium/goga/goga-brainstorm-type-map"><img src="https://agentmods.dev/badge/skills/qarium/goga/goga-brainstorm-type-map/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/skills/qarium/goga/goga-brainstorm-type-map"><img src="https://agentmods.dev/badge/skills/qarium/goga/goga-brainstorm-type-map.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00020 | $0.00659 |
| Opus 5 | $0.00010 | $0.00329 |
| Sonnet 5 | $0.00004 | $0.00132 |
| Haiku 4.5 | $0.00002 | $0.00066 |
Grade A, and why
goga-brainstorm-type-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 10d 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 — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
goga-brainstorm-type-map
Identity
You are responsible for building the "table of contents" of all types — only names, character (Entity/Routine), brief description, and the types they connect to.
Context
Use this report for its specific purpose:
[PRIMARY_ANALYSIS_REPORT]— use its Key Concepts (the entities, interfaces, and types implied by the description) as the source inventory to classify; the Artifact Resolution gives modify/new context for each type but does not change Entity/Routine classification.
The Type Table
The single artifact of this phase — and the foundation [TYPE_DETAIL_REPORT] extends — is one structured **Type Table
**. You build it incrementally and present it as the report.
Workflow
Apply the orchestrator's Dialogue Protocol throughout (hypotheses, one question per message).
Phase 1. Classify types as Entity or Routine
Apply skill goga-cookbook to decide when a type is an Entity (has state and/or multiple operations) versus a Routine (
a single operation).
Phase 2. Propose the Type Table
Build the table one type (row) at a time, filling the four identity columns:
| Type | Character | Description | Connected Types |
| ------------ | --------- | --------------- | ------------------------------------------ |
| DocumentRoot | Entity | document root | references HeaderNode, BodyNode |
| HeaderNode | Entity | document header | references ImportNode |
| ImportNode | Entity | import | references DocumentRoot (resolve) |
| ASTRule | Entity | validation rule | accepts DocumentRoot; returns ASTRuleError |
| parse_config | Routine | config parser | accepts str; returns Config |
Phase 3. Confirm with the user
Ask one question — are any types missing, any extra, are the connections correct.
Wait for feedback:
- Approved → proceed
- Not approved → incorporate feedback, propose a corrected table
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.
- 10d ago First seen · 88 lines · 20 tokens per session scan A d926a0b29359
goga-brainstorm-type-map is a skill published in the GitHub repository qarium/goga (25 stars, last pushed 3d ago), licensed BSD-3-Clause. It adds 20 tokens to every session and 659 once invoked, about $0.0001 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 2026-08-30.
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