agents

System prompts and context definitions for AI agents in this repository.

Review changes for correctness, risk, and maintainability without editing code.

Update or create technical documentation grounded in the current codebase.

Coordinate multi-step work by decomposing, delegating, and synthesizing results.

Investigate performance bottlenecks and recommend the highest-leverage fixes.

Detect stack and generate shields.io README badges with icons, colors, live endpoints. Use when adding or updating badges. NOT for README writing, docs, or CI/CD setup.

Agent definition conventions. Validate frontmatter, update indexes. Use when creating or modifying agents. NOT for skills, MCP servers, or CLAUDE.md.

Audit runtime controls for tool permissions, approvals, memory, telemetry, evals, rollout, and containment. Use when reviewing tool-bearing agent systems. NOT for security scans, prompt-only work, or static code review.

Contract-first API design for REST, GraphQL, gRPC. Design, spec, review, version, compat, sdk. Use for API architecture and OpenAPI specs. NOT for MCP servers (mcp-creator) or frontend API calls.

Generate changelogs, release notes, and migration guides from git history. Parse conventional commits. Use for releases. NOT for git ops (git-workflow) or doc sites (docs-steward).