Individual skill
api-design-principles
Principles and checklists for designing and reviewing REST and GraphQL APIs; use when defining or evaluating API contracts (endpoints/schemas), naming, error models, pagination, versioning, and REST vs. GraphQL trade-offs.
scientific-skills/Other/api-design-principles/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 2,043
- Repository last updated
- Sep 17, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- bioinformatics Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
- ai Repository topic
- biology Repository topic
- cancer-genomics Repository topic
- data-visualization Repository topic
- differential-expression Repository topic
- genomics Repository topic
- medical Repository topic
- design Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 6,781 bytesSKILL.mdcore · 6,781 bytesSKILL.mdcore · 6,781 bytesapi-design-principles_audit_result_v1.jsonasset · 11,819 bytesreferences/graphql.mddoc · 2,180 bytesreferences/rest.mddoc · 3,056 bytesreferences/review-checklist.mddoc · 1,391 bytes
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# API Design Principles
## When to Use
- Designing a new REST API contract for CRUD-style resources and you need consistent resource modeling, naming, and HTTP semantics.
- Designing a new GraphQL schema for multiple clients with different data shapes and you need clear type/field ownership and safe evolution.
- Reviewing an existing API (REST or GraphQL) to identify inconsistencies in naming, error handling, pagination/filtering, or versioning/deprecation.
- Deciding between REST vs. GraphQL (or defining boundaries when mixing both) and documenting trade-offs and constraints.
- Standardizing cross-cutting concerns (authn/authz, rate limiting, observability, long-running operations, idempotency) across multiple services.
## Key Features
- End-to-end workflow for API design/review: requirements → style choice → domain modeling → operations → cross-cutting concerns → deliverables.