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Precise, targeted investigation of a specific sub-problem — few papers, all read in full depth. High paper-research ratio (50% deep-read rate).
Passed 16 of 20 test cases with the skill, and 7 of 20 without it.
and 15 more in the full report
10 fixed8 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
What is the exact target count and acceptable plus-or-minus 10 percent range for web search results in the deep survey state ledger?
| Checked | Without skill | With skill |
|---|---|---|
| The response states the target budget is 30 web search results. | Missed | Passed |
| The response states the acceptable range is 27 to 33 web search results. | Missed | Passed |
The instructions your model reads when the skill loads.
Purpose: Precise search, full-depth reading — precise investigation of a specific sub-problem. Not broad, not exhaustive — targeted and thorough.
When to use: User knows exactly what they're looking for and needs precise, detailed understanding. E.g., "How exactly does DPO handle the reward model?" or "What are all the variants of LoRA rank adaptation?"
| Base SOP | Target | ±10% Range |
|---|---|---|
| web-search | 30 results | 27–33 |
| web-research | 5 pages | 4–6 |
| paper-overview | 40 papers | 36–44 |
| paper-search | 40 papers | 36–44 |
| paper-research | 20 papers | 18–22 |
Print this table before each major iteration decision:
| SOP | Target | Current | % Complete |
|----------------|--------|---------|------------|
| web-search | 30 | ??? | ???% |
| web-research | 5 | ??? | ???% |
| paper-overview | 40 | ??? | ???% |
| paper-search | 40 | ??? | ???% |
| paper-research | 20 | ??? | ???% |
Do not exit the strategy until all rows reach ≥90%.
None mandatory — CC composes directly from SOPs.
Import (strict protocol execution):
web-search → web-browsing/skills/web-search/SKILL.mdtest cases passed, vs 7 / 20 without
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