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SuperBizAgent-java/devflow/projects/2026-07-05-diagnosis-playbook-skills/brief.md
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2026-07-06 09:15:51 +08:00

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# Brief: diagnosis-playbook-skills
## Background
The MVP Agent has trace persistence, evidence tools, verifier gates, and fixed diagnosis eval cases, but scenario-specific diagnosis procedures were still embedded in broad prompts and knowledge-base documents.
## Goal
Introduce versionable diagnosis playbook skills that agents can discover from a compact catalog and read on demand through a `read_skill` tool.
## Scope
- Six initial diagnosis playbooks: payment timeout, MySQL connection pool, Redis timeout, slow response, JVM memory risk, and AIOps alert.
- Classpath skill catalog loader.
- `read_skill` Spring AI tool.
- Prompt catalog injection for Chat and AIOps Planner/Executor paths.
- Focused tests.
## Non-goals
- No external API or database schema changes.
- No replacement of `lookup_knowledge`.
- No Verifier skill loading.
- No direct dependency on Java2AI `SkillsAgentHook` until local package names are verified.
## Scale
standard
## OpenSpec
`openspec/changes/diagnosis-playbook-skills/`