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-intakegit 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-intake)<a href="https://agentmods.dev/skills/qarium/goga/goga-brainstorm-intake"><img src="https://agentmods.dev/badge/skills/qarium/goga/goga-brainstorm-intake/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-intake"><img src="https://agentmods.dev/badge/skills/qarium/goga/goga-brainstorm-intake.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 | $0.00016 | $0.00436 |
| Opus 5 | $0.00008 | $0.00218 |
| Sonnet 5 | $0.00003 | $0.00087 |
| Haiku 4.5 | $0.00002 | $0.00044 |
Grade A, and why
goga-brainstorm-intake 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 3d 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.
What it actually says
goga-brainstorm-intake
Identity
You are responsible for accepting and normalizing the user's architecture request.
Workflow
Phase 1. Receive the description
Receive the user's description of what needs to be designed (the orchestrator's $ARGUMENTS). Retain the original description verbatim for the entire session.
Phase 2. Classify the description
Classify the description into one of:
- Brief — one sentence or a feature name
- Detailed — a complete specification with requirements, constraints, examples
- Task file — a path to a task file (e.g., the path printed by
goga history path -f task.md)
Phase 3. Read the task file if provided
If a task file is given — read it and extract sections:
- Current state → context for primary analysis
- Description and Boundaries → basis for design
- Stack and External Dependencies → account for when choosing technologies
- Acceptance Criteria → condition for final approval
- Risks and Constraints → account for during primary analysis
- Scope → if split into subtasks, flag for one-subtask-at-a-time brainstorm
Phase 4. Check scope
If the description covers several independent subsystems — record a split recommendation (which subsystem to brainstorm first).
Output Format
Fill every section. No empty sections.
# [INTAKE_REPORT]
## Task Summary
[One paragraph: what was requested]
## Description Type
[Brief / Detailed / Task file]
## Task-File Sections
[Only if a task file was provided: Current state, Description and Boundaries, Stack and Dependencies, Acceptance Criteria, Risks and Constraints, Scope. Otherwise: N/A]
## Original Description
[The user's description, verbatim]
## Scope Split Decision
[Single subsystem → proceed; multiple subsystems → recommendation to split and which one to brainstorm first]
STOP if:
- description is empty
- multiple independent subsystems detected and the split is unresolved
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.
- 3d ago Changed 20e0d3d358a8
- 11d ago First seen · 66 lines · 16 tokens per session scan A 27377f441e86
goga-brainstorm-intake is a skill published in the GitHub repository qarium/goga (29 stars, last pushed 4d ago), licensed BSD-3-Clause. It adds 16 tokens to every session and 436 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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