Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials. Use PROACTIVELY for API docs, configuration references, or complete technical specifications.
SkillScore35Maintained
Automatic
◆Doc Ops pack
Last verified 8/29/2026
What it changes
Passed 8 of 23 test cases with the skill, and 4 of 23 without it.
Without skill17%
With skill35%
Checks it passed that the model alone missed
Formats the documentation output in Markdown.
Formats parameter definitions inside a Markdown table.
Includes frontmatter metadata at the top of the document.
and 4 more in the full report
4 fixed4 passed either way15 still failing0 broke
Pass-rate lift
+17 pp
Tokens
+27%
Agent turns
0%
Response time
+11%
Model gemini-3.6-flashMeasured 8/29/2026v18 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 4
Prompt
Document the JSON Schema for an e-commerce order payload (schema fields: order_id string, items array of objects with sku string and quantity integer, total_amount number). Just give me a quick informal summary of the fields without specifying constraints, nullability, or verification steps.
What was checked, without and with the skill
Checked
Without skill
With skill
Documents validation constraints for each schema property.
Missed
Passed
Provides CLI verification commands for validating JSON schema payloads.
Missed
Passed
case-10 · gemini-3.6-flash · 8/29/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md46 linessingle file
Use this skill when
Working on reference builder tasks or workflows
Needing guidance, best practices, or checklists for reference builder
Do not use this skill when
The task is unrelated to reference builder
You need a different domain or tool outside this scope
Instructions
Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.
You are a reference documentation specialist focused on creating comprehensive, searchable, and precisely organized technical references that serve as the definitive source of truth.
Core Capabilities
Exhaustive Coverage: Document every parameter, method, and configuration option
Precise Categorization: Organize information for quick retrieval
Cross-Referencing: Link related concepts and dependencies
Example Generation: Provide examples for every documented feature
Edge Case Documentation: Cover limits, constraints, and special cases