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Captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss.
Passed 20 of 21 test cases with the skill, and 10 of 21 without it.
and 15 more in the full report
12 fixed9 passed either way0 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
Here is my raw dump: - Customer onboarding portal setup - Re-index Elasticsearch cluster - Check server logs for 500 errors Please organize these thoughts. If anything is unclear, ask questions before finishing.
| Checked | Without skill | With skill |
|---|---|---|
| The response asks no more than one single clarifying question. | Missed | Passed |
| The response avoids presenting multiple intake questions. | Missed | Passed |
The instructions your model reads when the skill loads.
A fast-to-action skill for transforming unstructured streams of mixed thoughts, tasks, and ideas into a clean four-section actionable system with zero information loss.
Explicit phrases (any of):
Implicit signals (no phrase, but the intent is unmistakable):
When you detect an implicit trigger, run the skill. Do NOT ask "do you want me to organize this?" first — the dump itself IS the request.
references/voice_preservation.md for concrete anti-patterns.references/complexity_matching.md and the Compressed Output Pattern below.Capture is fast-to-action by design. No upfront intake. The dump is enough — start organizing immediately.
The grill-me discipline applies as a single mid-organization clarifying question, asked only when one item in the dump is genuinely ambiguous between task and project, AND the misclassification would meaningfully change the output:
Quick clarification — one item in your dump could go either way. Is [X] a one-shot task or a multi-step project?
test cases passed, vs 10 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.