{"id":"github-spec-kit","name":"spec-kit","af_score":25.2,"security_score":26.2,"reliability_score":28.8,"what_it_does":"Spec Kit (specify-cli) is a Python CLI toolkit for spec-driven development: it bootstraps a project, helps you write a spec/constitution/plan/tasks, and then drives an implementation workflow (including agent/AI-assisted steps depending on how you run it).","best_when":"You want a repeatable, template-based workflow that turns product scenarios into executable implementation tasks (potentially with AI assistance) within a local repo.","avoid_when":"You need a hosted API with strong SLAs, or you require a clearly defined, documented auth/rate-limiting model for external API consumption.","last_evaluated":"2026-03-29T12:58:01.825137+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Core interface is a CLI / agent slash-command workflow; without explicit MCP/HTTP interface, agent integrations may rely on external conventions (e.g., /speckit.* command mapping).","Some operations may modify files in-place; without documented idempotency guarantees, repeated runs could cause drift or overwrites."],"error_quality":null}