feat: v4.44.0 — deterministic intent routing without slash commands#30
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sadewadee wants to merge 1 commit into
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feat: v4.44.0 — deterministic intent routing without slash commands#30sadewadee wants to merge 1 commit into
sadewadee wants to merge 1 commit into
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Adds a UserPromptSubmit hook (route-intent.sh) that keyword-matches every prompt for debugging / refine-existing-code / scope-new-feature shapes and injects a hedged suggestion to dispatch qa-engineer / reviewer / architect — so the swarm can engage without the user typing /dev-squad first. Prose-only dispatch (agent description matching) fires ~50-80% of the time per prior project learnings; this makes routing deterministic while staying advisory, since keyword matching can't tell "fix this crash" from "explain this error". Also adds "Use PROACTIVELY when..." trigger clauses to qa-engineer, reviewer, backend, frontend, and architect descriptions so Claude Code's own dispatcher has a fallback path even without the hook. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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Summary
hooks/route-intent.shwired toUserPromptSubmit: deterministically keyword-matches every prompt for debugging / refine-existing-code / scope-new-feature shapes and injects a hedged suggestion to dispatchdev-squad:qa-engineer/dev-squad:reviewer/dev-squad:architect— no/dev-squadslash command required to engage the swarm.Use PROACTIVELY when...trigger clauses toqa-engineer,reviewer,backend,frontend,architectdescriptions so Claude Code's own auto-delegation has a matching path even without the hook (prose-only fires ~50-80% per prior project learnings — the hook is the deterministic backstop, the description edits are the probabilistic fallback).4.43.0→4.44.0inplugin.json+marketplace.json.Kept deliberately advisory, not a hard mandate: keyword matching can't distinguish "my app is crashing, fix it" from "explain what this error message generally means", so the injected note always hedges rather than asserting an intent it can't verify. No-ops on prompts starting with
/to avoid double-injection on explicit slash-command usage.Test plan
route-intent.shmanually tested against sample prompts (crash/bug, refactor, new-feature, explanatory question,/dev-squad build, unrelated prompt) — fires only on the intended cases, silent otherwisehooks/hooks.jsonvalidated as well-formed JSON after edit