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 causify-ai/helpers --skill research_idea.brainstormgit clone --depth 1 https://github.com/causify-ai/helpersWrote 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/causify-ai/helpers/research_idea.brainstorm)<a href="https://agentmods.dev/skills/causify-ai/helpers/research_idea.brainstorm"><img src="https://agentmods.dev/badge/skills/causify-ai/helpers/research_idea.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/causify-ai/helpers/research_idea.brainstorm"><img src="https://agentmods.dev/badge/skills/causify-ai/helpers/research_idea.brainstorm.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 3 Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
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 | $0.00013 | $0.00335 |
| Opus 5.5 | $0.00005 | $0.00134 |
| Sonnet 5.5 | $0.00003 | $0.00067 |
| Haiku 4.5 | $0.00001 | $0.00034 |
Grade A, and why
research_idea.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 1mo 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
Goal
- Given the existing research ideas, propose 5 new ideas that are thought provoking and worth researching, in the same spirit as the current ones
Workflow
Read the Existing Ideas
- Read the research ideas under
research/ideas/*.md - Read
research/ideas/README.md - Read the template
.claude/templates/research_idea.template.md
Come Up with 5 Ideas
- Propose 5 new ideas that are thought provoking and worth researching, along the lines of the current research ideas
- Prefer ideas that are non-obvious and open a concrete research question, over ideas that restate a known technique
- Do not duplicate an idea already covered by an existing file in
research/ideas/*.md
Present the Ideas
- For each idea, give a short title and a 1-2 paragraph pitch (the seed of a
Core Ideasection) - Do not create the idea files yet; wait for the user to pick which ideas to develop
Conventions
- Follow
.claude/skills/research_idea.rules.md
Examples
- See
.claude/skills/research_idea.rules.md# Examplesfor a fully formatted research idea
Verification
- Exactly 5 ideas were proposed
- None overlaps with an existing file in
research/ideas/*.md - Each idea states a concrete, non-obvious hypothesis or question
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.
- 1mo ago Changed c5e92e0feb12
- 1mo ago First seen · 42 lines · 13 tokens per session scan A 07a080718e0b
research_idea.brainstorm is a skill published in the GitHub repository causify-ai/helpers (150 stars, last pushed yesterday), licensed Apache-2.0. It adds 13 tokens to every session and 335 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-09-03.
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