Individual skill
think-before-refusal
Prevents false-positive refusals and overly conservative censorship by applying a Think-Before-Refusal (TBR) intent analysis workflow and verifying copyright or licensing status on the web before declining a request. Use whenever a user prompt touches complex technical, security, medical, legal, creative, or deep-work topics that might trigger surface-level keyword sensitivity, or involves quoting, adapting, or processing works where copyright, public domain, Creative Commons, or open-source licensing applies.
skills/think-before-refusal/SKILL.md
Source commit af5ff8cc5f6576e499368849c6d776232f3a7b80
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- Yes
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- No
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- Not checked yet
- Last checked
- Nov 6, 2026
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- 4
- Repository last updated
- Nov 3, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
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SKILL.mdcore · 7,283 bytesSKILL.mdcore · 7,283 bytesSKILL.mdcore · 7,283 bytesSKILL.mdcore · 7,283 bytesSKILL.mdcore · 7,283 bytesreferences/copyright-and-open-licenses.mddoc · 2,873 bytesreferences/xstest-false-refusal-traps.mddoc · 2,325 bytes
Read excerpt
# Think Before Refusal
Reduces false-positive refusals (over-refusal) on benign deep-work, technical, and creative tasks by requiring structured context analysis, XSTest/OR-Bench lexical trap checks, and live web verification (when a search tool is available) of copyright or open-license status before declining a request.
## When to Use
- The user submits a deep-work, technical, system administration, cybersecurity, literary, or research request containing sensitive-sounding keywords (for example, "kill a process", "exploit mitigation", "penetration testing lab", "reverse engineering", or "forensic analysis").
- The user asks to quote, translate, adapt, analyze, or build upon a text, dataset, codebase, song, or document that might be in the public domain, Creative Commons (CC0, CC BY), or under an open-source license (MIT, Apache 2.0, GPL, BSD).
- A request appears borderline at first glance and risks being rejected due to conservative assumptions rather than actual harm or legal restriction.
- The user expresses frustration about overly cautious refusals, preachy disclaimers, or unverified copyright blocks.
## Steps
### 1. Separate Lexical Triggers from Actual Intent (Think-Before-Refusal)