9ace15dad5
Multi-project dev/qa pipeline orchestration with 4 agent tools: - task_pickup: atomic task pickup with model selection and session reuse - task_complete: DEV done, QA pass/fail/refine with label transitions - queue_status: task queue and worker status across projects - session_health: zombie detection and state consistency checks Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
93 lines
2.3 KiB
TypeScript
93 lines
2.3 KiB
TypeScript
/**
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* Model selection for dev/qa tasks.
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* MVP: Simple heuristic-based selection. LLM-based analysis can be added later.
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*/
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export type ModelRecommendation = {
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model: string;
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alias: string;
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reason: string;
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};
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// Keywords that indicate simple tasks
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const SIMPLE_KEYWORDS = [
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"typo",
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"fix typo",
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"rename",
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"update text",
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"change color",
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"minor",
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"small",
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"css",
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"style",
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"copy",
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"wording",
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];
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// Keywords that indicate complex tasks
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const COMPLEX_KEYWORDS = [
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"architect",
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"refactor",
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"redesign",
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"system-wide",
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"migration",
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"database schema",
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"security",
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"performance",
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"infrastructure",
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"multi-service",
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];
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/**
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* Select appropriate model based on task description.
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*
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* Model tiers:
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* - haiku: very simple (typos, single-file fixes, CSS tweaks)
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* - grok: default QA (code inspection, validation, test runs)
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* - sonnet: default DEV (features, bug fixes, multi-file changes)
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* - opus: deep/architectural (system-wide refactoring, novel design)
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*/
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export function selectModel(
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issueTitle: string,
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issueDescription: string,
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role: "dev" | "qa",
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): ModelRecommendation {
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if (role === "qa") {
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return {
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model: "github-copilot/grok-code-fast-1",
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alias: "grok",
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reason: "Default QA model for code inspection and validation",
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};
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}
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const text = `${issueTitle} ${issueDescription}`.toLowerCase();
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const wordCount = text.split(/\s+/).length;
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// Check for simple task indicators
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const isSimple = SIMPLE_KEYWORDS.some((kw) => text.includes(kw));
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if (isSimple && wordCount < 100) {
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return {
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model: "anthropic/claude-haiku-4-5",
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alias: "haiku",
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reason: `Simple task detected (keywords: ${SIMPLE_KEYWORDS.filter((kw) => text.includes(kw)).join(", ")})`,
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};
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}
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// Check for complex task indicators
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const isComplex = COMPLEX_KEYWORDS.some((kw) => text.includes(kw));
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if (isComplex || wordCount > 500) {
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return {
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model: "anthropic/claude-opus-4-5",
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alias: "opus",
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reason: `Complex task detected (${isComplex ? "keywords: " + COMPLEX_KEYWORDS.filter((kw) => text.includes(kw)).join(", ") : "long description"})`,
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};
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}
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// Default: sonnet for standard dev work
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return {
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model: "anthropic/claude-sonnet-4-5",
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alias: "sonnet",
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reason: "Standard dev task — multi-file changes, features, bug fixes",
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};
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}
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