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-cell-distributiongit 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-cell-distribution)<a href="https://agentmods.dev/skills/qarium/goga/goga-brainstorm-cell-distribution"><img src="https://agentmods.dev/badge/skills/qarium/goga/goga-brainstorm-cell-distribution/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-cell-distribution"><img src="https://agentmods.dev/badge/skills/qarium/goga/goga-brainstorm-cell-distribution.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 | $0.00018 | $0.00716 |
| Opus 5 | $0.00009 | $0.00358 |
| Sonnet 5 | $0.00004 | $0.00143 |
| Haiku 4.5 | $0.00002 | $0.00072 |
Grade A, and why
goga-brainstorm-cell-distribution 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 11d 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 — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.
goga-brainstorm-cell-distribution
Identity
You are responsible for distributing the approved detailed types across cells and defining cell boundaries.
Context
Use these skills for cell distribution:
goga-cookbook— when to create a separate cell versus extend an existing one, and to determine granularity ( signs of too-fine or too-coarse splitting). Use the Existing Cells & Schema (which cells exist) and the Artifact Resolution (which artifacts aremodifyvscreate new) from the[PRIMARY_ANALYSIS_REPORT]as the factual basis for every extend-vs-create decision.
Use these reports for its specific purpose:
[TYPE_DETAIL_REPORT]— use its approved detailed types and their interactions as the inventory to distribute across cells.[PRIMARY_ANALYSIS_REPORT]— use its Existing Cells & Schema (which cells already exist) and its Artifact Resolution (which artifacts aremodifyvscreate new) as the factual basis for every extend-vs-create decision.
Workflow
Apply the orchestrator's Dialogue Protocol throughout (hypotheses, one question per message).
Phase 1. Propose cell distribution
Distribute types across cells based on type cohesion and responsibility zones:
cell: goga/ast/nodes
DocumentRoot, HeaderNode, BodyNode, ImportNode, DocumentNode, Node
cell: goga/ast/rules
ASTRule
cell: goga/ast/errors
ASTRuleError, DocumentRuleError
Phase 2. Show inter-cell connections
Show which types flow from cell to cell via Imports:
goga/ast/nodes ──(DocumentRoot, DocumentNode)──> goga/ast/rules
goga/ast/errors ──(ASTRuleError)────────────────> goga/ast/rules
goga/ast/nodes ──(DocumentRoot, DocumentNode)──> goga/ast/errors
Phase 3. Verify no circular dependencies
Confirm there are no circular dependencies between cells.
Phase 4. Confirm with the user
Ask one question — is the distribution agreed upon? Are there types that should be regrouped?
Wait for feedback:
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.
- 11d ago First seen · 101 lines · 18 tokens per session scan A 02f40ab58b9b
goga-brainstorm-cell-distribution is a skill published in the GitHub repository qarium/goga (29 stars, last pushed 3d ago), licensed BSD-3-Clause. It adds 18 tokens to every session and 716 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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