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Generates role-based human documentation (<1000 words per doc).
Passed 20 of 21 test cases with the skill, and 10 of 21 without it.
and 12 more in the full report
11 fixed10 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are configuring automatic trigger rules for generating human docs based on batch task completions. Engineers suggested triggering doc generation after completing 2 related tasks. What is the minimum threshold of completed related tasks required to automatically trigger doc generation?
| Checked | Without skill | With skill |
|---|---|---|
| Requires 5 or more completed related tasks to trigger doc generation | Missed | Passed |
The instructions your model reads when the skill loads.
Automatically generates and maintains role-specific documentation for humans when significant changes occur in the system.
Transform complex AI state and technical implementations into simple, role-specific guides that humans can actually understand and use.
{
"event": "generate.human.docs",
"scope": "all|specific-role",
"reason": "manual request"
}
ai-state/human-docs/
├── INDEX.md # Role directory & quick nav
├── frontend-developer.md # React, components, routes
├── backend-developer.md # APIs, models, database
├── architect.md # System design, patterns
├── devops.md # Deploy, monitor, debug
├── tester.md # Test suites, coverage
├── product-manager.md # Features, metrics, roadmap
└── end-user-guide.md # Screenshots, how-to-use
test cases passed, vs 10 / 21 without
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