Integrate knowledge graph context into SDLC lifecycle skills — Closes #158#159
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conradbzura merged 1 commit intowool-labs:mainfrom Apr 6, 2026
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Each SDLC skill now checks for a knowledge graph at .understand-anything/knowledge-graph.json and invokes /understand-chat as a sub-step during context gathering. The graph query logic stays in /understand-chat — no duplication across skills. Skills degrade gracefully when no graph exists.
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Summary
Add a "Gather knowledge graph context" step to each SDLC lifecycle skill (
/issue,/implement,/test,/commit,/pr,/review) that invokes/understand-chatas a sub-step during context gathering. When.understand-anything/knowledge-graph.jsonexists, each skill queries it with task-appropriate keywords before planning or analyzing code. When no graph exists, the step is skipped silently and the skill continues as before.The graph query logic lives exclusively in
/understand-chat— no duplication across skills.Closes #158
Proposed changes
Knowledge graph context step in five skills
Add a new numbered step "Gather knowledge graph context" to
/issue(step 3),/test(step 2),/commit(step 4),/pr(step 4), and/review(step 5). Each step checks for the graph file, invokes/understand-chatwith a skill-derived query, and provides a purpose statement explaining what the context informs. TL;DR lists and subsequent step numbers are renumbered accordingly.The query source varies per skill:
/issue— conversation context (the user's description)/test— changed file paths/commit— changed file paths from the diff/pr— changed files and branch diff summary/review— changed file paths from the PR diffKnowledge graph context bullet in
/implementAdd a bullet to the existing "Gather context" step (step 6) rather than a new numbered step, since
/implementalready has a dedicated context-gathering phase. The bullet invokes/understand-chatwith the issue title and body.