A framework and collection of example agents for building AI-powered automation systems. Includes customer support bots, GitLab CI/CD agents, and bridge implementations for integrating with external systems.
Scoring was not performed
Generic 'message' parameter typed as object with no schema, format guidance, or required field documentation
No output schema documented, return value structure is completely unspecified, preventing LLMs from planning downstream operations or extracting chaining IDs
Tool name 'agent_communicate' is generic and does not follow action-verb conventions, unclear what action occurs or why to select this tool
No error handling guidance, timeout behavior, failure modes, or recovery instructions are not documented
No idempotency guarantees documented despite WRITE risk classification, agents cannot know if retries are safe
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-22 | F | 30 | 2026-07-28+ | v2 |
| 2026-03-09 | F | 46 | 0.4.4+ | v1 |
Parameter 'targetAgent' accepts agent://namespace/name or UUID formats but lacks validation hints, pattern constraints, or examples
Tool description lacks WHEN-to-use context, does not explain prerequisites, dependencies, or distinction from alternative patterns
Parameter interdependencies undocumented, e.g., does pattern='pipeline' require different message structure or additional fields?