SDS Ecosystem Overview¶
SDS is designed to span the entire software lifecycle. By combining distinct, focused, and cooperative AI agent skills, we transform requirement delivery from a manual coding task into a precise, spec-driven engineering pipeline.
The Cohesive Skill Suite¶
Explore the separate stages of our delivery lifecycle:
1. sds-ideator — Requirement Exploration¶
- Translates fuzzy human requests into Gherkin Acceptance Criteria.
- Eliminates ambiguous product requirements early.
2. sds-architect — Contract & Technical Design¶
- Bridges the product spec into actual software blueprints.
- Automatically designs API payloads, database migration paths, and schema changes.
3. sds-coder — Subagent-Driven Implementation¶
- Spawns specialized coding agents to implement code and tests.
- Automatically writes robust
@sds-tracelink annotations.
4. sds-ops — Atomic Release & Rollback¶
- Automates Capistrano-style atomic container/host deployments.
- Executes database migration steps and rolls back instantly on validation failure.