Borrowing it
Nothing to install: this file belongs to swimmwatch/cloakbrowser-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/swimmwatch/cloakbrowser-mcp/main/.agents/skills/idea-refine/SKILL.mdgit clone --depth 1 https://github.com/swimmwatch/cloakbrowser-mcpWrote 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/swimmwatch/cloakbrowser-mcp/idea-refine)<a href="https://agentmods.dev/skills/swimmwatch/cloakbrowser-mcp/idea-refine"><img src="https://agentmods.dev/badge/skills/swimmwatch/cloakbrowser-mcp/idea-refine/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/swimmwatch/cloakbrowser-mcp/idea-refine"><img src="https://agentmods.dev/badge/skills/swimmwatch/cloakbrowser-mcp/idea-refine.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 | $0.00081 | $0.00361 |
| Opus 5 | $0.00041 | $0.00180 |
| Sonnet 5 | $0.00016 | $0.00072 |
| Haiku 4.5 | $0.00008 | $0.00036 |
Grade A, and why
idea-refine 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 10d 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
Idea Refine
- Read
AGENTS.mdand define the user or operator, problem evidence, desired outcome, non-goals, constraints, compatibility needs, and success signal. - Inspect only relevant code, tests, docs, package metadata, and settled decisions. Use CodeGraph before broad source search when indexed. Identify assumptions that still need validation.
- Offer two to four materially different directions. Include a smallest experiment and a credible defer, remove, or upstream-first option when applicable.
- Compare only material criteria: user value, unchanged Playwright MCP compatibility, CLI/transport behavior, process and session safety, cross-platform support, security, maintenance, testing, packaging, documentation/localization, delivery, and reversibility.
- Give an evidence-backed recommendation when one exists, but do not treat it as the user's decision.
- Ask every material selection through the global Prompt MCP using stable IDs and a persistent workspace interview when recovery matters. Preserve unresolved options instead of inferring a choice.
- Finish with the selected or still-open direction, smallest validation step,
rejected alternatives, and decisions that must enter
/spec.
Do not claim feasibility without evidence or continue into specification, planning, implementation, commit, PR, or release work.
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.
- 10d ago First seen · 30 lines · 81 tokens per session scan A 73daa8f903ee
idea-refine is a skill published in the GitHub repository swimmwatch/cloakbrowser-mcp (56 stars, last pushed 4d ago), licensed MIT. It adds 81 tokens to every session and 361 once invoked, about $0.0004 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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