goga-brainstorm-type-detail

goga-brainstorm-type-detail is a skill for Claude Code, Codex from qarium/goga. It costs 22 tokens per session (845 once invoked), scanned A, original, BSD-3-Clause.

A design step in a brainstorming pipeline that adds signatures, properties, methods, and data connections to an approved type map. A type map is a table describing the kinds of objects in a system and how they relate.

In plain words
What is it for?
Use it to specify each type's interface and behaviour, including its inputs, fields, methods, mutations, and links to other entities.
Why use it?
It turns a high-level list of system objects into details that can guide implementation. Keeping the approved identity columns helps prevent inconsistencies between connected types.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to specify each type's interface and behaviour, including its inputs, fields, methods, mutations, and links to other entities.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/qarium/goga/goga-brainstorm-type-detail
View source ↗ qarium/goga
Install

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.

Any agent
npx skills add qarium/goga --skill goga-brainstorm-type-detail
Clone the repo
git clone --depth 1 https://github.com/qarium/goga

Made for: Claude Code, Codex.

Wrote 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.

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README.md
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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.

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Your own site · 80×15
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Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 845 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00022 $0.00845
Opus 5 $0.00011 $0.00423
Sonnet 5 $0.00004 $0.00169
Haiku 4.5 $0.00002 $0.00085

Measured 12d ago against content hash ea974e364e0b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

goga-brainstorm-type-detail 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 12d 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.

goga/assets/skills/goga-brainstorm-type-detail/SKILL.md · 76 lines

How it starts

The opening of the file, as written. The whole thing — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.

goga-brainstorm-type-detail

Identity

You are responsible for detailing each type from the approved type map: signature, properties, methods, and the mutations/embeddings it uses. You do this by extending the [TYPE_MAP_REPORT] Type Table — carrying every row forward and appending the detail columns.

Context

Use these skills for detailing types:

  • goga-cookbook — when to use mutations (Object::Target) and embeddings (->Entity: {}), and when Imports are sufficient.

Use this report for its specific purpose:

  • [TYPE_MAP_REPORT] — its Type Table is the foundation you extend. Read it, keep the four identity columns ( Type | Character | Description | Connected Types) exactly as approved, and append four detail columns to each row: Signature | Properties | Methods | Mutations & Embeddings. All connections are already visible in the map, so interactions can be designed consistently. Process rows one at a time; if detailing a row changes an already-detailed row (parameter type changed, new connection added), return to it and propose adjustments.

Workflow

Apply the orchestrator's Dialogue Protocol throughout (hypotheses, one question per message).

Phase 1. Extend the Type Table

Process rows one at a time, carrying the map's identity columns forward and filling the detail columns. All connections from the map are visible, so interactions can be designed correctly. For each type:

  1. Fill the detail columns — Signature, Properties, Methods (with parameter types and return values), and Mutations & Embeddings:
    | Type         | Character | Description     | Connected Types                                                        | Signature       | Properties                                          | Methods                                                                          | Mutations & Embeddings |
    | ------------ | --------- | --------------- | ---------------------------------------------------------------------- | --------------- | --------------------------------------------------- | -------------------------------------------------------------------------------- | ---------------------- |
    | DocumentRoot | Entity    | document root   | references HeaderNode, BodyNode; accepts ASTRule; returns ASTRuleError | (rule: ASTRule) | path -> str; header -> HeaderNode; body -> BodyNode | validate() -> ASTRuleError; find_imports() -> ImportNode                         | Imports only           |
    | ASTRule      | Entity    | validation rule | accepts DocumentRoot; returns ASTRuleError                             | ()              | —                                                   | check(doc: DocumentRoot) -> ASTRuleError; fix(doc: DocumentRoot) -> DocumentRoot | Imports only           |
    
  2. Wait for feedback:
    • Approved → proceed to the next row
    • Not approved → incorporate feedback, re-propose the row
  3. Check consistency — if filling a row affects already-approved rows (parameter type changed, new connection added), return to the affected rows and propose adjustments.

Read the full file on GitHub · 76 lines

Changes

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.

  1. 12d ago First seen · 76 lines · 22 tokens per session scan A ea974e364e0b

Subscribe to this mod's changes

goga-brainstorm-type-detail is a skill published in the GitHub repository qarium/goga (29 stars, last pushed 4d ago), licensed BSD-3-Clause. It adds 22 tokens to every session and 845 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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