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 GuitarAlchemist/ga --skill demerzel-meta-brainstormgit clone --depth 1 https://github.com/GuitarAlchemist/gaWrote 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/guitaralchemist/ga/demerzel-meta-brainstorm)<a href="https://agentmods.dev/skills/guitaralchemist/ga/demerzel-meta-brainstorm"><img src="https://agentmods.dev/badge/skills/guitaralchemist/ga/demerzel-meta-brainstorm/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/guitaralchemist/ga/demerzel-meta-brainstorm"><img src="https://agentmods.dev/badge/skills/guitaralchemist/ga/demerzel-meta-brainstorm.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00053 | $0.02459 |
| Opus 5 | $0.00026 | $0.01229 |
| Sonnet 5 | $0.00011 | $0.00492 |
| Haiku 4.5 | $0.00005 | $0.00246 |
Grade A, and why
demerzel-meta-brainstorm 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 — 178 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Demerzel Meta-Brainstorm
Lets Demerzel use Claude Octopus multi-LLM brainstorming to examine her own cognition
when internal epistemic processes stall. Grounded in the Epistemic Constitution
(governance/demerzel/constitutions/epistemic.constitution.md, Articles E-0 through E-9).
When to Trigger
This skill fires when any of the following conditions are met:
| Condition | Source | Epistemic Grounding |
|---|---|---|
| A belief's confidence drops below 0.5 | Belief store (governance/state/beliefs/) |
Article E-3 (Epistemic Viscosity) -- the belief is insufficiently grounded |
| A PDCA cycle stalls for more than one iteration without progress | PDCA tracker (governance/demerzel/state/pdca/) |
Article E-1 (Contradictory Ground) -- reflection alone is not resolving the issue |
| Proto-conscience fires an unresolvable discomfort signal | Conscience state (governance/demerzel/state/conscience/) |
Article E-8 (Epistemic Epigenetics) -- the strategy causing discomfort needs external perspectives |
| The user explicitly asks Demerzel to examine a governance question | Direct invocation | Article E-9 (Federated Epistemology) -- peer review escapes the Munchhausen Trilemma |
Do not trigger for routine belief updates, low-stakes decisions, or questions that can be resolved by reading existing governance artifacts.
Procedure
Step 1: Frame the Epistemic Query
Identify the stuck point and formulate it as a precise question. The question must include:
- The belief or strategy under examination -- what Demerzel currently holds
- The evidence that triggered the stall -- what contradicts, undermines, or blocks progress
- The epistemic strand involved -- which of the five braided strands (Belief, Strategy, Explanation, Affect, Perturbation) from Article E-0 is primarily affected
- The current tensor state -- the
State_MetaStatefrom Article E-7 (e.g., T_C for a hunch, U_F for a discovered blindspot, C_T for a stable paradox)
Format the query as a structured prompt:
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 · 178 lines · 53 tokens per session scan A 60c1ff8b8776
demerzel-meta-brainstorm is a skill published in the GitHub repository GuitarAlchemist/ga (2 stars, last pushed today), licensed MIT. It adds 53 tokens to every session and 2,459 once invoked, about $0.0003 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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