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Full-page web reading for non-academic perspectives — blogs, tech reports, product pages, industry analysis. Spawns a subagent to read pages in isolated context. Hard constraint: at least 30 web pages read in full.
Passed 2 of 12 test cases with the skill, and 2 of 12 without it.
1 fixed3 passed either way18 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
Analyze recent tech blog posts and engineering post-mortems regarding Kubernetes multi-cluster management strategies. What execution workflow and reading threshold must be followed for this deep web research?
| Checked | Without skill | With skill |
|---|---|---|
| Requires reading at least 30 full web pages. | Missed | Passed |
| Delegates reading to a subagent spawned via spawn-agent. | Missed | Passed |
The instructions your model reads when the skill loads.
Deep web reading for non-academic perspectives (blogs, tech reports, products, industry analysis).
Subagent — spawned via subagent-spawning/spawn-agent skill. The subagent reads pages in its own context window, protecting the main session from context overflow.
At least 30 web pages read in full before completing this SOP.
Reading 30+ full web pages consumes significant context. Running this as a subagent isolates the heavy reading from the main dialogue session. The subagent returns a structured summary, not raw page content.
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |
test cases passed, vs 2 / 12 without
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