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Runs a six-phase research workflow that turns unfamiliar domains, source bundles, or collected material into publish-ready output.
Passed 19 of 22 test cases with the skill, and 7 of 22 without it.
and 11 more in the full report
12 fixed7 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
In Phase 5 refinement of a research draft, what step is required after cutting redundancy and marking gap arguments?
| Checked | Without skill | With skill |
|---|---|---|
| The response mandates scanning for or stripping AI prose patterns like filler and dramatic fragmentation. | Missed | Passed |
The instructions your model reads when the skill loads.
Prefix your first line with 🥷 inline, not as its own paragraph.
Support the user's thinking; do not replace it.
Boundary: single URL that only needs fetching belongs in /read. A single URL that needs summary or analysis can use /read as the fetch step, but the final answer should satisfy the user's requested summary or analysis. /learn is for multi-source research that produces a new structured output.
Check whether /read and /write skills are installed (look for their SKILL.md in the skills directories). Warn if missing, do not block:
/read missing -- Phase 1 fetch falls back to native WebFetch / curl; coverage on paywalled, JS-heavy, and Chinese-platform pages degrades./write missing -- Phase 5 AI-pattern stripping falls back to manual scan. Phases 1-4 are unaffected.Ask the user to confirm the mode, using the environment's native question or approval mechanism if it has one:
| Mode | Goal | Entry | Exit |
|---|---|---|---|
| Deep Research | Understand a domain well enough to write about it | Phase 1 | Phase 6: publish-ready draft |
| Quick Reference | Build a working mental model fast, no article planned | Phase 2 | Phase 2: notes only |
| Write to Learn | Already have materials, force understanding through writing | Phase 3 | Phase 6: publish-ready draft |
| Canonical Article | One article that covers a topic so thoroughly readers need nothing else | Phase 1 | Phase 6: single authoritative reference |
If unsure, suggest Quick Reference.
Activate when: "一篇就够", "一站式参考", "整理成长文", "目的是大家只需要看这篇就好了", or the user wants a single authoritative reference on a topic.
Goal: after reading the article, no one should need to search for anything else on this topic.
test cases passed, vs 7 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.