Our review
Transforms thin API documentation sections into enriched content that explains motivation, use-cases, and decision context among alternatives.
Strengths
- Provides a structured five-part pattern for enriching sections.
- Requires source code research to understand actual differences.
- Emphasizes comparison with alternatives and when not to use the API.
- Replaces toy examples with realistic, plausible scenarios.
Limitations
- Only applies to existing sections, not to creating documentation from scratch.
- Requires a good understanding of the source code and alternatives.
- May be difficult to apply if alternatives are not clearly defined.
When a documentation section exists but is too thin (signature plus trivial example without context or motivation).
When the documentation is already comprehensive with context and use-cases, or when writing a brand-new section from scratch.
Security analysis
SafeThe skill only describes a documentation improvement process and includes a harmless compilation check command (sbt docs/mdoc). No potentially destructive or exfiltrating actions are instructed.
No concerns found
Examples
Enrich the documentation for the `toSchema` method. It currently shows only a signature and a trivial example, with no explanation of why or when to use it.The documentation for `rebind` is too thin. It just shows a signature and a toy example. Add motivation, a contrast with `toSchema`, and a realistic use-case.name: docs-enrich-section description: Use when a documentation section exists but lacks motivation or use-cases — thin sections that show a signature and a toy example but never explain why a reader would choose this API over alternatives.
Enrich a Documentation Section with Motivation and Use-Cases
Overview
A thin section answers what but not why. Readers landing on such a section cannot judge when to use the API or how it fits into the larger picture. This skill turns a thin section into one that answers: what does this return, why does it exist, when is it the right choice, and what does a realistic use look like.
Signals That a Section Needs Enriching
- Shows only a signature + a trivial example (toy type, no realistic scenario)
- No mention of alternatives or when not to use this API
- A reader could not decide between this and the nearest related operation from the section alone
- Opening sentence restates the method name without adding context
Source Research (Do This First)
Before writing a word of prose, read the implementation:
- Read the source — understand what the method actually does, not just its signature
- Find the contrast — locate the nearest alternative (e.g.
rebindvstoSchema) and understand the exact difference in return type, requirements, and guarantees - Find real usage — search the docs and example files for existing uses of this API to anchor your realistic example
- Identify the gap — ask: "In what situation would a reader need this but not the alternative?" That gap is the motivation.
The Five-Part Expansion Pattern
Replace the thin section with these five parts, in order:
1. Opening sentence
State what the method returns and the one-line rule for when to use it. Lead with the return type and the key constraint that distinguishes it from alternatives.
DynamicSchema#toSchemareturns aSchema[DynamicValue]— it stays fully in the dynamic world and requires no bindings. Use it when you have received aDynamicSchemaover the wire and need a codec-compatible schema that enforces structural conformance without binding any Scala types.
2. Motivation paragraph
Explain the gap the method fills. Name the scenario where the alternative fails or is impractical. Name the concrete contexts (middleware, gateways, converters, validators) where this method is the right tool.
3. Contrast sentence or table
State explicitly: "Use X when … Use Y instead when …". One sentence is enough if the distinction is clear; a two-row table if the dimensions are multiple.
| Situation | Right choice |
|---|---|
| No Scala types available; need structural validation only | toSchema |
| Have a BindingResolver; need a fully operational Schema[A] | rebind[A] |
4. Signature block
Keep the existing signature block unchanged. Precede it with a bridging sentence ending in :.
5. Realistic example
Replace any toy example (single-field type, no context) with a scenario that could exist in a real application. The scenario should exercise the method's distinguishing behavior — the part that makes it different from the alternative.
Checklist for the example:
- [ ] Models a plausible real scenario (gateway, registry, pipeline, validator)
- [ ] Uses
mdoc:compile-only - [ ] Imports everything it needs
- [ ] No hardcoded output comments (
// None,// "hello", etc.) - [ ] Preceded by a prose sentence ending in
:
Common Mistakes
| Mistake | Fix |
|---|---|
| Motivation paragraph is abstract ("useful in many cases") | Name one concrete scenario. Abstract motivation helps nobody. |
| Contrast buried at the end | Put it before the signature block, after motivation |
| Example uses the same toy type as before | Create a new type that reflects the motivated use-case |
| Prose sentence before code does not end with : | Every sentence immediately before a code fence must end with : |
| Added output comments to show what expressions return | Delete them — mdoc evaluates and renders output automatically |
Verification
After enriching the section, run the mdoc compilation check to ensure all code examples are syntactically correct and type-check:
sbt docs/mdoc
Success criterion: The output contains zero [error] lines. Warnings are acceptable.
If mdoc reports errors: Fix them immediately before marking the enrichment as complete. Do not commit or claim the work is done until all errors are resolved.
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