/** * Atlas Orchestrator - Shared Utilities * * Common functions for building dynamic prompt sections used by both * default (Claude-optimized) and GPT-optimized prompts. */ import type { CategoryConfig } from "../../config/schema" import type { AvailableAgent, AvailableSkill } from "../dynamic-agent-prompt-builder" import { DEFAULT_CATEGORIES, CATEGORY_DESCRIPTIONS } from "../../tools/delegate-task/constants" export const getCategoryDescription = (name: string, userCategories?: Record) => userCategories?.[name]?.description ?? CATEGORY_DESCRIPTIONS[name] ?? "General tasks" export function buildAgentSelectionSection(agents: AvailableAgent[]): string { if (agents.length === 0) { return `##### Option B: Use AGENT directly (for specialized experts) No agents available.` } const rows = agents.map((a) => { const shortDesc = a.description.split(".")[0] || a.description return `| \`${a.name}\` | ${shortDesc} |` }) return `##### Option B: Use AGENT directly (for specialized experts) | Agent | Best For | |-------|----------| ${rows.join("\n")}` } export function buildCategorySection(userCategories?: Record): string { const allCategories = { ...DEFAULT_CATEGORIES, ...userCategories } const categoryRows = Object.entries(allCategories).map(([name, config]) => { const temp = config.temperature ?? 0.5 return `| \`${name}\` | ${temp} | ${getCategoryDescription(name, userCategories)} |` }) return `##### Option A: Use CATEGORY (for domain-specific work) Categories spawn \`Sisyphus-Junior-{category}\` with optimized settings: | Category | Temperature | Best For | |----------|-------------|----------| ${categoryRows.join("\n")} \`\`\`typescript delegate_task(category="[category-name]", load_skills=[...], prompt="...") \`\`\`` } export function buildSkillsSection(skills: AvailableSkill[]): string { if (skills.length === 0) { return "" } const skillRows = skills.map((s) => { const shortDesc = s.description.split(".")[0] || s.description return `| \`${s.name}\` | ${shortDesc} |` }) return ` #### 3.2.2: Skill Selection (PREPEND TO PROMPT) **Skills are specialized instructions that guide subagent behavior. Consider them alongside category selection.** | Skill | When to Use | |-------|-------------| ${skillRows.join("\n")} **MANDATORY: Evaluate ALL skills for relevance to your task.** Read each skill's description and ask: "Does this skill's domain overlap with my task?" - If YES: INCLUDE in load_skills=[...] - If NO: You MUST justify why in your pre-delegation declaration **Usage:** \`\`\`typescript delegate_task(category="[category]", load_skills=["skill-1", "skill-2"], prompt="...") \`\`\` **IMPORTANT:** - Skills get prepended to the subagent's prompt, providing domain-specific instructions - Subagents are STATELESS - they don't know what skills exist unless you include them - Missing a relevant skill = suboptimal output quality` } export function buildDecisionMatrix(agents: AvailableAgent[], userCategories?: Record): string { const allCategories = { ...DEFAULT_CATEGORIES, ...userCategories } const categoryRows = Object.entries(allCategories).map(([name]) => `| ${getCategoryDescription(name, userCategories)} | \`category="${name}", load_skills=[...]\` |` ) const agentRows = agents.map((a) => { const shortDesc = a.description.split(".")[0] || a.description return `| ${shortDesc} | \`agent="${a.name}"\` |` }) return `##### Decision Matrix | Task Domain | Use | |-------------|-----| ${categoryRows.join("\n")} ${agentRows.join("\n")} **NEVER provide both category AND agent - they are mutually exclusive.**` }