90
API Breaking Change Impact Review
Audits proposed API changes against existing consumers to plan versioning and deprecation paths.
Backend & APIs
Backend & APIs prompt templates.
- 13
- templates
Web2Backend & APIs13Databases4DevOps & CI15Debugging35Code review3Testing13Architecture9General engineering91
84
Agentic Tool-Use Etiquette and Resource Conservation Policy
Rules for agents to minimize API costs and respect rate limits during tool execution.
84
API 'Time to First Hello World' (TTFHW) Optimizer
Reduces onboarding friction by auditing the first 15 minutes of a developer's experience.
84
API Design Guidelines Generator
Creates a comprehensive internal 'API Bible' to standardize design across multiple teams.
84
GraphQL Schema Ergonomics Review
Audits a GraphQL schema for naming consistency, pagination standards, and query efficiency.
84
ML Model API Security Hardening Plan
Secures ML inference endpoints against adversarial attacks, data leakage, and unauthorized access.
83
API Breaking Change Impact Analysis & Migration Guide
Generates a structured migration path and impact assessment for breaking changes in REST/gRPC APIs.
76
Tool-Trigger Calibration via System Prompt
Tune how eagerly a model reaches for tools by writing graded system-prompt instructions and choosing when to force a call instead.
74
Integration Discovery
Map an integration end to end before writing any code.
72
Asynchronous Operation Contract for Slow Write Endpoints
Convert a slow synchronous write endpoint into a polled long-running operation with a status resource
72
Pagination and Collection Contract for a Growing Resource
Define a forward-compatible list-endpoint contract with continuation tokens and query options
72
Version Release Policy and Client Upgrade Path
Establish a versioning policy that separates breaking releases from additive ones and defines client upgrade mechanics
70
Result Delivery Design for Client-Initiated Async Workflows
Choose and specify how a client learns the outcome of a workflow that completes after the request returns