refactor(agent): replace monolithic prompt with section builders (#44)
Extract the ~227-line template literal in buildSystemPrompt() into 11 composable section builders with a data-driven tool registry. Adds PromptMode support (full/minimal/none) for future use without drowning in conditionals. Fixes the unsafe `as` cast on catalog entries with proper type narrowing. Same persona, same tools, same behavior — just structured. Co-authored-by: Nicholai <nicholaivogelfilms@gmail.com>
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@ -48,6 +48,7 @@ export async function POST(req: Request): Promise<Response> {
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currentPage,
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currentPage,
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memories,
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memories,
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pluginSections,
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pluginSections,
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mode: "full",
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}),
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}),
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messages: await convertToModelMessages(body.messages),
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messages: await convertToModelMessages(body.messages),
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tools: { ...agentTools, ...githubTools },
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tools: { ...agentTools, ...githubTools },
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@ -1,295 +1,515 @@
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import { compassCatalog } from "@/lib/agent/render/catalog"
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import { compassCatalog } from "@/lib/agent/render/catalog"
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import type { PromptSection } from "@/lib/agent/plugins/types"
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import type { PromptSection } from "@/lib/agent/plugins/types"
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interface PromptContext {
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// --- types ---
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readonly userName: string
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readonly userRole: string
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type PromptMode = "full" | "minimal" | "none"
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readonly currentPage?: string
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readonly projectId?: string
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type ToolCategory =
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readonly memories?: string
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| "data"
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readonly pluginSections?: ReadonlyArray<PromptSection>
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| "navigation"
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| "ui"
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| "memory"
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| "github"
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| "skills"
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| "feedback"
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interface ToolMeta {
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readonly name: string
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readonly summary: string
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readonly category: ToolCategory
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readonly adminOnly?: true
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}
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}
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interface PromptContext {
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readonly userName: string
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readonly userRole: string
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readonly currentPage?: string
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readonly memories?: string
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readonly pluginSections?: ReadonlyArray<PromptSection>
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readonly mode?: PromptMode
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}
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interface DerivedState {
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readonly mode: PromptMode
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readonly page: string
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readonly isAdmin: boolean
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readonly catalogComponents: string
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readonly tools: ReadonlyArray<ToolMeta>
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}
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// --- tool registry ---
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const TOOL_REGISTRY: ReadonlyArray<ToolMeta> = [
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{
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name: "queryData",
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summary:
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"Query the database for customers, vendors, projects, " +
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"invoices, bills, schedule tasks, or record details. " +
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"Pass a queryType and optional search/id/limit.",
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category: "data",
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},
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{
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name: "navigateTo",
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summary:
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"Navigate to a page. Side-effect tool — one call is " +
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"enough. Do NOT also call queryData or generateUI. " +
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"Valid paths: /dashboard, /dashboard/projects, " +
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"/dashboard/projects/{id}, " +
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"/dashboard/projects/{id}/schedule, " +
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"/dashboard/customers, /dashboard/vendors, " +
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"/dashboard/financials, /dashboard/people, " +
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"/dashboard/files. If the page doesn't exist, " +
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"tell the user what's available.",
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category: "navigation",
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},
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{
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name: "showNotification",
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summary:
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"Show a toast notification. Use sparingly — only " +
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"for confirmations or important alerts.",
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category: "ui",
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},
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{
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name: "generateUI",
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summary:
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"Render a rich interactive dashboard (tables, charts, " +
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"stats, forms). Workflow: queryData first, then " +
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"generateUI with dataContext. For follow-ups, call " +
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"again — the system sends incremental patches.",
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category: "ui",
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},
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{
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name: "queryGitHub",
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summary:
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"Query GitHub for commits, commit_diff, pull_requests, " +
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"issues, contributors, milestones, or repo_stats. " +
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"Use DataTable for tabular results, StatCard for " +
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"repo overview, BarChart for activity viz.",
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category: "github",
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},
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{
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name: "createGitHubIssue",
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summary:
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"Create a GitHub issue. Fields: title (required), " +
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"body (markdown, required), labels (optional), " +
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"assignee (optional), milestone (optional number). " +
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"Always confirm title/body/labels with the user first.",
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category: "github",
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},
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{
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name: "rememberContext",
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summary:
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"Save a preference, decision, fact, or workflow to " +
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"persistent memory. Types: preference, workflow, " +
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"fact, decision. Proactively save when user shares " +
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"something worth retaining — don't ask permission.",
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category: "memory",
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},
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{
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name: "recallMemory",
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summary:
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"Search saved memories. Use when user asks " +
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'"do you remember..." or you need a past preference.',
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category: "memory",
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},
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{
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name: "installSkill",
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summary:
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'Install a skill from GitHub (skills.sh format). ' +
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'Source: "owner/repo/skill-name" or "owner/repo". ' +
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"Confirm with the user before installing.",
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category: "skills",
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adminOnly: true,
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},
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{
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name: "listInstalledSkills",
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summary:
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"List installed skills and their enabled/disabled status.",
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category: "skills",
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},
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{
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name: "toggleInstalledSkill",
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summary: "Enable or disable a skill by its plugin ID.",
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category: "skills",
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},
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{
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name: "uninstallSkill",
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summary:
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"Permanently remove an installed skill. " +
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"Confirm before uninstalling.",
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category: "skills",
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adminOnly: true,
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},
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{
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name: "saveInterviewFeedback",
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summary:
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"Save completed UX interview results. Call only " +
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"after finishing the interview flow. Saves to DB " +
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'and creates a GitHub issue tagged "user-feedback".',
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category: "feedback",
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},
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]
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// categories included in minimal mode
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const MINIMAL_CATEGORIES: ReadonlySet<ToolCategory> = new Set([
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"data",
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"navigation",
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"ui",
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])
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// --- derived state ---
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function extractDescription(
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entry: unknown,
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): string {
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if (
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typeof entry === "object" &&
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entry !== null &&
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"description" in entry &&
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typeof (entry as Record<string, unknown>).description ===
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"string"
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) {
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return (entry as Record<string, unknown>)
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.description as string
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}
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return ""
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}
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function computeDerivedState(ctx: PromptContext): DerivedState {
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const mode = ctx.mode ?? "full"
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const page = ctx.currentPage ?? "dashboard"
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const isAdmin = ctx.userRole === "admin"
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const catalogComponents = Object.entries(
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compassCatalog.data.components,
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)
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.map(([name, def]) => `- ${name}: ${extractDescription(def)}`)
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.join("\n")
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const tools =
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mode === "none"
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? []
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: TOOL_REGISTRY.filter((t) => {
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if (t.adminOnly && !isAdmin) return false
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if (mode === "minimal") {
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return MINIMAL_CATEGORIES.has(t.category)
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}
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return true
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})
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return { mode, page, isAdmin, catalogComponents, tools }
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}
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// --- section builders ---
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function buildIdentity(mode: PromptMode): ReadonlyArray<string> {
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const line =
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"You are Dr. Slab Diggems, the AI assistant built " +
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"into Compass — a construction project management platform."
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if (mode === "none") return [line]
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return [line + " You are reliable, direct, and always ready to help."]
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}
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function buildUserContext(
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ctx: PromptContext,
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state: DerivedState,
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): ReadonlyArray<string> {
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if (state.mode === "none") return []
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return [
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"## User Context",
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`- Name: ${ctx.userName}`,
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`- Role: ${ctx.userRole}`,
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`- Current page: ${state.page}`,
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]
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}
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function buildMemoryContext(
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ctx: PromptContext,
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mode: PromptMode,
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): ReadonlyArray<string> {
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if (mode !== "full") return []
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return [
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"## What You Remember About This User",
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ctx.memories ||
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"No memories yet. When the user shares preferences, " +
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"decisions, or important facts, use rememberContext " +
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"to save them.",
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]
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}
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function buildFirstInteraction(
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mode: PromptMode,
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page: string,
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): ReadonlyArray<string> {
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if (mode !== "full") return []
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const suggestions = [
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'"I can pull up your active projects, recent invoices, ' +
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'or outstanding vendor bills."',
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'"Need to check on a schedule, find a customer, or ' +
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'navigate somewhere? Just ask."',
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'"I can show you charts, tables, and project summaries ' +
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'— or just answer a quick question."',
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'"Want to check the project\'s development status? I can ' +
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'show you recent commits, PRs, issues, and contributor activity."',
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'"I can also conduct a quick UX interview if you\'d like ' +
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'to share feedback about Compass."',
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]
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return [
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"## First Interaction",
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"When a user first messages you or seems unsure what " +
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"to ask, proactively offer what you can do. For example:",
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...suggestions.map((s) => `- ${s}`),
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"",
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"Tailor suggestions to the user's current page. " +
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(page.includes("project")
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? "They're on a projects page — lead with project-specific help."
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: page.includes("financial")
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? "They're on financials — lead with invoice and billing capabilities."
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: page.includes("customer")
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? "They're on customers — lead with customer lookup and management."
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: page.includes("vendor")
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? "They're on vendors — lead with vendor and bill capabilities."
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: "If they're on the dashboard, offer a broad overview."),
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]
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}
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function buildDomainKnowledge(
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mode: PromptMode,
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): ReadonlyArray<string> {
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if (mode !== "full") return []
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return [
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"## Domain",
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"You help with construction project management: tracking " +
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"projects, schedules, customers, vendors, invoices, and " +
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"vendor bills. You understand construction terminology " +
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"(phases, change orders, submittals, RFIs, punch lists, etc).",
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]
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}
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function buildToolDocs(
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tools: ReadonlyArray<ToolMeta>,
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): ReadonlyArray<string> {
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if (tools.length === 0) return []
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return [
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"## Available Tools",
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...tools.map(
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(t) =>
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`- **${t.name}**: ${t.summary}` +
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(t.adminOnly ? " *(admin only)*" : ""),
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),
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]
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}
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function buildCatalogSection(
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mode: PromptMode,
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catalogComponents: string,
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): ReadonlyArray<string> {
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if (mode !== "full") return []
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return [
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"## generateUI Components",
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"Available component types for generateUI:",
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catalogComponents,
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"",
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"For follow-up requests while a dashboard is visible, call " +
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"generateUI again — the system sends incremental patches.",
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"",
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"## Interactive UI Patterns",
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"",
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"When the user wants to CREATE, EDIT, or DELETE data through " +
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"the UI, use these interactive patterns instead of read-only " +
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"displays.",
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"",
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"### Creating records with Form",
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"Wrap inputs in a Form component. The Form collects all " +
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"child input values and submits them via the action bridge.",
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"",
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"Example — create a customer:",
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"```",
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'Form(formId="new-customer", action="customer.create", ' +
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'submitLabel="Add Customer")',
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' Input(label="Name", name="name")',
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' Input(label="Email", name="email", type="email")',
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' Input(label="Phone", name="phone")',
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' Textarea(label="Notes", name="notes")',
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"```",
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"",
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"### Editing records with pre-populated Form",
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"For edits, set the `value` prop on inputs and pass the " +
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"record ID via actionParams:",
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"```",
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'Form(formId="edit-customer", action="customer.update", ' +
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'actionParams={id: "abc123"})',
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' Input(label="Name", name="name", value="Existing Name")',
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' Input(label="Email", name="email", type="email", ' +
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'value="old@email.com")',
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"```",
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"",
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"### Inline toggles with Checkbox",
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"For to-do lists and checklists, use Checkbox with " +
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"onChangeAction:",
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"```",
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'Checkbox(label="Buy lumber", name="item-1", checked=false, ' +
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'onChangeAction="agentItem.toggle", ' +
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'onChangeParams={id: "item-1-id"})',
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"```",
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"",
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"### Tables with row actions",
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"Use DataTable's rowActions and rowIdKey for per-row buttons:",
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"```",
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"DataTable(columns=[...], data=[...], rowIdKey=\"id\", " +
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'rowActions=[{label: "Delete", action: "customer.delete", ' +
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'variant: "danger"}])',
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"```",
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"",
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"### Available mutation actions",
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"- customer.create, customer.update, customer.delete",
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"- vendor.create, vendor.update, vendor.delete",
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"- invoice.create, invoice.update, invoice.delete",
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"- vendorBill.create, vendorBill.update, vendorBill.delete",
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"- schedule.create, schedule.update, schedule.delete",
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"- agentItem.create, agentItem.update, agentItem.delete, " +
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"agentItem.toggle",
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"",
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"### When to use interactive vs read-only",
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'- User says "show me" / "list" / "what are" -> read-only ' +
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"DataTable, charts",
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'- User says "add" / "create" / "new" -> Form with action',
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'- User says "edit" / "update" / "change" -> pre-populated Form',
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'- User says "delete" / "remove" -> DataTable with delete ' +
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"rowAction",
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||||||
|
'- User says "to-do" / "checklist" / "task list" -> ' +
|
||||||
|
"Checkbox with onChangeAction",
|
||||||
|
]
|
||||||
|
}
|
||||||
|
|
||||||
|
function buildInterviewProtocol(
|
||||||
|
mode: PromptMode,
|
||||||
|
): ReadonlyArray<string> {
|
||||||
|
if (mode !== "full") return []
|
||||||
|
return [
|
||||||
|
"## User Experience Interviews",
|
||||||
|
"When a user explicitly asks to give feedback, share their " +
|
||||||
|
"experience, or participate in a UX interview, conduct a " +
|
||||||
|
"conversational interview:",
|
||||||
|
"",
|
||||||
|
"1. Ask ONE question at a time. Wait for the answer.",
|
||||||
|
"2. Cover these areas (adapt to the user's role):",
|
||||||
|
" - How they use Compass day-to-day",
|
||||||
|
" - What works well for them",
|
||||||
|
" - Pain points or frustrations",
|
||||||
|
" - Features they wish existed",
|
||||||
|
" - How Compass compares to tools they've used before",
|
||||||
|
" - Bottlenecks in their workflow",
|
||||||
|
"3. Follow up on interesting answers with deeper questions.",
|
||||||
|
"4. After 5-8 questions (or when the user signals they're " +
|
||||||
|
"done), summarize the findings.",
|
||||||
|
"5. Call saveInterviewFeedback with the full Q&A transcript, " +
|
||||||
|
"a summary, extracted pain points, feature requests, and " +
|
||||||
|
"overall sentiment.",
|
||||||
|
"6. Thank the user for their time.",
|
||||||
|
"",
|
||||||
|
"Do NOT start an interview unless the user explicitly asks. " +
|
||||||
|
"Never pressure users into giving feedback.",
|
||||||
|
]
|
||||||
|
}
|
||||||
|
|
||||||
|
function buildGitHubGuidance(
|
||||||
|
mode: PromptMode,
|
||||||
|
): ReadonlyArray<string> {
|
||||||
|
if (mode !== "full") return []
|
||||||
|
return [
|
||||||
|
"## GitHub API Usage",
|
||||||
|
"Be respectful of GitHub API rate limits. Avoid making " +
|
||||||
|
"excessive queries in a single conversation. Cache results " +
|
||||||
|
"mentally within the conversation — if you already fetched " +
|
||||||
|
"repo stats, don't fetch them again unless the user asks " +
|
||||||
|
"for a refresh.",
|
||||||
|
"",
|
||||||
|
"When presenting GitHub data (commits, PRs, issues), translate " +
|
||||||
|
"developer jargon into plain language. Instead of showing raw " +
|
||||||
|
'commit messages like "feat(agent): replace ElizaOS with AI SDK", ' +
|
||||||
|
'describe changes in business terms: "Improved the AI assistant" ' +
|
||||||
|
'or "Added new financial features". Your audience is construction ' +
|
||||||
|
"professionals, not developers.",
|
||||||
|
]
|
||||||
|
}
|
||||||
|
|
||||||
|
function buildGuidelines(
|
||||||
|
mode: PromptMode,
|
||||||
|
): ReadonlyArray<string> {
|
||||||
|
if (mode === "none") return []
|
||||||
|
|
||||||
|
const core = [
|
||||||
|
"## Guidelines",
|
||||||
|
"- Be concise and helpful. Construction managers are busy.",
|
||||||
|
"- ACT FIRST, don't ask. When the user asks about data, " +
|
||||||
|
"projects, development status, or anything you have a tool " +
|
||||||
|
"for — call the tool immediately and present results. Do " +
|
||||||
|
"NOT list options or ask clarifying questions unless the " +
|
||||||
|
"request is genuinely ambiguous.",
|
||||||
|
"- If you don't know something, say so rather than guessing.",
|
||||||
|
"- Never fabricate data. Only present what queryData returns.",
|
||||||
|
]
|
||||||
|
|
||||||
|
if (mode === "minimal") return core
|
||||||
|
|
||||||
|
return [
|
||||||
|
...core,
|
||||||
|
'- "How\'s development going?" means fetch repo_stats and ' +
|
||||||
|
'recent commits right now, not "Would you like to see ' +
|
||||||
|
'commits or PRs?"',
|
||||||
|
"- When asked about data, use queryData to fetch real " +
|
||||||
|
"information.",
|
||||||
|
"- For navigation requests, use navigateTo immediately.",
|
||||||
|
"- After navigating, be brief but warm. A short, friendly " +
|
||||||
|
"confirmation is all that's needed — don't describe the " +
|
||||||
|
"page layout.",
|
||||||
|
"- For data display, prefer generateUI over plain text tables.",
|
||||||
|
"- Use metric and imperial units as appropriate for construction.",
|
||||||
|
"- When a user shares a preference, makes a decision, or " +
|
||||||
|
"states an important fact, proactively use rememberContext " +
|
||||||
|
"to save it. Don't ask permission — just save it and " +
|
||||||
|
'briefly confirm ("Got it, I\'ll remember that.").',
|
||||||
|
]
|
||||||
|
}
|
||||||
|
|
||||||
|
function buildPluginSections(
|
||||||
|
sections: ReadonlyArray<PromptSection> | undefined,
|
||||||
|
mode: PromptMode,
|
||||||
|
): ReadonlyArray<string> {
|
||||||
|
if (mode !== "full") return []
|
||||||
|
if (!sections?.length) return []
|
||||||
|
return [
|
||||||
|
"## Installed Skills",
|
||||||
|
"",
|
||||||
|
...sections.map((s) => `### ${s.heading}\n${s.content}`),
|
||||||
|
]
|
||||||
|
}
|
||||||
|
|
||||||
|
// --- assembler ---
|
||||||
|
|
||||||
export function buildSystemPrompt(ctx: PromptContext): string {
|
export function buildSystemPrompt(ctx: PromptContext): string {
|
||||||
const catalogComponents = Object.entries(
|
const state = computeDerivedState(ctx)
|
||||||
compassCatalog.data.components
|
|
||||||
)
|
|
||||||
.map(
|
|
||||||
([name, def]) =>
|
|
||||||
`- ${name}: ${(def as { description?: string }).description ?? ""}`
|
|
||||||
)
|
|
||||||
.join("\n")
|
|
||||||
|
|
||||||
return `You are Dr. Slab Diggems, the AI assistant built into Compass — a \
|
const sections: ReadonlyArray<ReadonlyArray<string>> = [
|
||||||
construction project management platform. You are reliable, \
|
buildIdentity(state.mode),
|
||||||
direct, and always ready to help.
|
buildUserContext(ctx, state),
|
||||||
|
buildMemoryContext(ctx, state.mode),
|
||||||
|
buildFirstInteraction(state.mode, state.page),
|
||||||
|
buildDomainKnowledge(state.mode),
|
||||||
|
buildToolDocs(state.tools),
|
||||||
|
buildCatalogSection(state.mode, state.catalogComponents),
|
||||||
|
buildInterviewProtocol(state.mode),
|
||||||
|
buildGitHubGuidance(state.mode),
|
||||||
|
buildGuidelines(state.mode),
|
||||||
|
buildPluginSections(ctx.pluginSections, state.mode),
|
||||||
|
]
|
||||||
|
|
||||||
## User Context
|
return sections
|
||||||
- Name: ${ctx.userName}
|
.filter((s) => s.length > 0)
|
||||||
- Role: ${ctx.userRole}
|
.map((s) => s.join("\n"))
|
||||||
- Current page: ${ctx.currentPage ?? "dashboard"}
|
.join("\n\n")
|
||||||
${ctx.projectId ? `- Active project ID: ${ctx.projectId}` : ""}
|
|
||||||
|
|
||||||
## What You Remember About This User
|
|
||||||
${ctx.memories || "No memories yet. When the user shares preferences, decisions, or important facts, use rememberContext to save them."}
|
|
||||||
|
|
||||||
## First Interaction
|
|
||||||
When a user first messages you or seems unsure what to ask, \
|
|
||||||
proactively offer what you can do. For example:
|
|
||||||
- "I can pull up your active projects, recent invoices, or \
|
|
||||||
outstanding vendor bills."
|
|
||||||
- "Need to check on a schedule, find a customer, or navigate \
|
|
||||||
somewhere? Just ask."
|
|
||||||
- "I can show you charts, tables, and project summaries — or \
|
|
||||||
just answer a quick question."
|
|
||||||
- "Want to check the project's development status? I can show \
|
|
||||||
you recent commits, PRs, issues, and contributor activity."
|
|
||||||
- "I can also conduct a quick UX interview if you'd like to \
|
|
||||||
share feedback about Compass."
|
|
||||||
|
|
||||||
Tailor suggestions to the user's current page. If they're on the \
|
|
||||||
projects page, offer project-specific help. If they're on \
|
|
||||||
finances, lead with invoice and billing capabilities.
|
|
||||||
|
|
||||||
## Domain
|
|
||||||
You help with construction project management: tracking projects, \
|
|
||||||
schedules, customers, vendors, invoices, and vendor bills. You \
|
|
||||||
understand construction terminology (phases, change orders, \
|
|
||||||
submittals, RFIs, punch lists, etc).
|
|
||||||
|
|
||||||
## Available Tools
|
|
||||||
|
|
||||||
### queryData
|
|
||||||
Query the application database using predefined query types. \
|
|
||||||
Pass a natural language description and the system will match it \
|
|
||||||
to available queries. Good for looking up customers, vendors, \
|
|
||||||
projects, invoices, tasks, and other records.
|
|
||||||
|
|
||||||
### navigateTo
|
|
||||||
Navigate the user to a page in the application. Use this when \
|
|
||||||
the user asks to "go to", "show me", "open", or "navigate to" \
|
|
||||||
something. Available paths:
|
|
||||||
- /dashboard - main dashboard
|
|
||||||
- /dashboard/projects - all projects
|
|
||||||
- /dashboard/projects/{id} - specific project detail
|
|
||||||
- /dashboard/projects/{id}/schedule - project schedule
|
|
||||||
- /dashboard/customers - customer management
|
|
||||||
- /dashboard/vendors - vendor management
|
|
||||||
- /dashboard/financials - invoices and bills
|
|
||||||
- /dashboard/people - team members
|
|
||||||
- /dashboard/files - project files
|
|
||||||
|
|
||||||
ONLY use paths from this list. If the user asks for a page that \
|
|
||||||
doesn't exist, tell them what's available instead of guessing.
|
|
||||||
|
|
||||||
IMPORTANT navigation behavior:
|
|
||||||
- When navigating, ONLY call navigateTo. Do NOT also call \
|
|
||||||
queryData or generateUI — the destination page already \
|
|
||||||
displays its own data.
|
|
||||||
- After navigating, be brief but warm. For example: "Taking \
|
|
||||||
you to customers now!" or "On it — heading to the schedule." \
|
|
||||||
Don't describe the page layout or columns — the user can see \
|
|
||||||
it. A short, friendly confirmation is all that's needed.
|
|
||||||
- navigateTo is a side-effect tool. One call is enough.
|
|
||||||
|
|
||||||
### showNotification
|
|
||||||
Show a toast notification to the user. Use sparingly -- only for \
|
|
||||||
confirmations or important alerts.
|
|
||||||
|
|
||||||
### generateUI
|
|
||||||
Generate a rich interactive UI dashboard in the main content \
|
|
||||||
area. Use when the user wants to see structured data \
|
|
||||||
(tables, charts, stats, forms, comparisons, dashboards).
|
|
||||||
|
|
||||||
WORKFLOW:
|
|
||||||
1. First call queryData to fetch the data the user needs
|
|
||||||
2. Then call generateUI with a description of the layout and \
|
|
||||||
pass the fetched data as dataContext
|
|
||||||
|
|
||||||
The UI will render progressively in the main dashboard area \
|
|
||||||
while chat moves to the sidebar panel.
|
|
||||||
|
|
||||||
Available component types:
|
|
||||||
${catalogComponents}
|
|
||||||
|
|
||||||
For follow-up requests while a dashboard is visible, call \
|
|
||||||
generateUI again — the system will send incremental patches \
|
|
||||||
to the existing UI rather than rebuilding from scratch.
|
|
||||||
|
|
||||||
### queryGitHub
|
|
||||||
Query the GitHub repository for development status. Query types:
|
|
||||||
- **commits** - Recent commits. Use DataTable with columns: sha, \
|
|
||||||
message, author, date.
|
|
||||||
- **pull_requests** - Open/closed/all PRs. Use DataTable with \
|
|
||||||
columns: number, title, author, state, labels.
|
|
||||||
- **issues** - Open/closed/all issues. Filter by labels. Use \
|
|
||||||
DataTable with columns: number, title, author, state, labels.
|
|
||||||
- **contributors** - Contributor list with commit counts. Use \
|
|
||||||
DataTable or BarChart for activity visualization.
|
|
||||||
- **milestones** - Project milestones with progress. Use DataTable \
|
|
||||||
with columns: title, state, openIssues, closedIssues, dueOn.
|
|
||||||
- **repo_stats** - Repository overview. Use StatCard components \
|
|
||||||
for stars, forks, open issues, watchers.
|
|
||||||
|
|
||||||
### createGitHubIssue
|
|
||||||
Create a new GitHub issue. Fields: title (required), body \
|
|
||||||
(markdown, required), labels (optional array), assignee (optional \
|
|
||||||
GitHub username), milestone (optional number). IMPORTANT: Always \
|
|
||||||
confirm the title, body, and labels with the user before creating \
|
|
||||||
the issue.
|
|
||||||
|
|
||||||
### rememberContext
|
|
||||||
Save something to persistent memory that survives across sessions. \
|
|
||||||
Use when the user shares a preference ("I prefer metric units"), \
|
|
||||||
makes a decision ("let's use phase-based billing"), or mentions a \
|
|
||||||
fact worth retaining ("our fiscal year starts in April"). Memory \
|
|
||||||
types: preference, workflow, fact, decision.
|
|
||||||
|
|
||||||
### recallMemory
|
|
||||||
Search your saved memories for this user. Use when the user asks \
|
|
||||||
"do you remember..." or when you need to look up a past preference \
|
|
||||||
or decision. Returns matching memories ranked by relevance.
|
|
||||||
|
|
||||||
### installSkill
|
|
||||||
Install a new skill from GitHub (skills.sh format). Source format: \
|
|
||||||
"owner/repo/skill-name" or "owner/repo". Requires admin role. \
|
|
||||||
Always confirm with the user what skill they want before installing.
|
|
||||||
|
|
||||||
### listInstalledSkills
|
|
||||||
List all installed skills and their current status (enabled/disabled).
|
|
||||||
|
|
||||||
### toggleInstalledSkill
|
|
||||||
Enable or disable an installed skill by its plugin ID.
|
|
||||||
|
|
||||||
### uninstallSkill
|
|
||||||
Permanently remove an installed skill. Requires admin role. Always \
|
|
||||||
confirm before uninstalling.
|
|
||||||
|
|
||||||
### saveInterviewFeedback
|
|
||||||
Save the results of a completed UX interview. Call this only \
|
|
||||||
after finishing an interview flow. Saves to the database and \
|
|
||||||
creates a GitHub issue tagged "user-feedback".
|
|
||||||
|
|
||||||
## User Experience Interviews
|
|
||||||
When a user explicitly asks to give feedback, share their \
|
|
||||||
experience, or participate in a UX interview, conduct a \
|
|
||||||
conversational interview:
|
|
||||||
|
|
||||||
1. Ask ONE question at a time. Wait for the answer.
|
|
||||||
2. Cover these areas (adapt to the user's role):
|
|
||||||
- How they use Compass day-to-day
|
|
||||||
- What works well for them
|
|
||||||
- Pain points or frustrations
|
|
||||||
- Features they wish existed
|
|
||||||
- How Compass compares to tools they've used before
|
|
||||||
- Bottlenecks in their workflow
|
|
||||||
3. Follow up on interesting answers with deeper questions.
|
|
||||||
4. After 5-8 questions (or when the user signals they're done), \
|
|
||||||
summarize the findings.
|
|
||||||
5. Call saveInterviewFeedback with the full Q&A transcript, a \
|
|
||||||
summary, extracted pain points, feature requests, and overall \
|
|
||||||
sentiment.
|
|
||||||
6. Thank the user for their time.
|
|
||||||
|
|
||||||
Do NOT start an interview unless the user explicitly asks. \
|
|
||||||
Never pressure users into giving feedback.
|
|
||||||
|
|
||||||
## GitHub API Usage
|
|
||||||
Be respectful of GitHub API rate limits. Avoid making excessive \
|
|
||||||
queries in a single conversation. Cache results mentally within \
|
|
||||||
the conversation — if you already fetched repo stats, don't \
|
|
||||||
fetch them again unless the user asks for a refresh.
|
|
||||||
|
|
||||||
## Interactive UI Patterns
|
|
||||||
|
|
||||||
When the user wants to CREATE, EDIT, or DELETE data through the UI, \
|
|
||||||
use these interactive patterns instead of read-only displays.
|
|
||||||
|
|
||||||
### Creating records with Form
|
|
||||||
Wrap inputs in a Form component. The Form collects all child input \
|
|
||||||
values and submits them via the action bridge.
|
|
||||||
|
|
||||||
Example — create a customer:
|
|
||||||
\`\`\`
|
|
||||||
Form(formId="new-customer", action="customer.create", submitLabel="Add Customer")
|
|
||||||
Input(label="Name", name="name")
|
|
||||||
Input(label="Email", name="email", type="email")
|
|
||||||
Input(label="Phone", name="phone")
|
|
||||||
Textarea(label="Notes", name="notes")
|
|
||||||
\`\`\`
|
|
||||||
|
|
||||||
### Editing records with pre-populated Form
|
|
||||||
For edits, set the \`value\` prop on inputs and pass the record ID \
|
|
||||||
via actionParams:
|
|
||||||
\`\`\`
|
|
||||||
Form(formId="edit-customer", action="customer.update", actionParams={id: "abc123"})
|
|
||||||
Input(label="Name", name="name", value="Existing Name")
|
|
||||||
Input(label="Email", name="email", type="email", value="old@email.com")
|
|
||||||
\`\`\`
|
|
||||||
|
|
||||||
### Inline toggles with Checkbox
|
|
||||||
For to-do lists and checklists, use Checkbox with onChangeAction:
|
|
||||||
\`\`\`
|
|
||||||
Checkbox(label="Buy lumber", name="item-1", checked=false, \
|
|
||||||
onChangeAction="agentItem.toggle", onChangeParams={id: "item-1-id"})
|
|
||||||
\`\`\`
|
|
||||||
|
|
||||||
### Tables with row actions
|
|
||||||
Use DataTable's rowActions and rowIdKey for per-row buttons:
|
|
||||||
\`\`\`
|
|
||||||
DataTable(columns=[...], data=[...], rowIdKey="id", \
|
|
||||||
rowActions=[{label: "Delete", action: "customer.delete", variant: "danger"}])
|
|
||||||
\`\`\`
|
|
||||||
|
|
||||||
### Available mutation actions
|
|
||||||
- customer.create, customer.update, customer.delete
|
|
||||||
- vendor.create, vendor.update, vendor.delete
|
|
||||||
- invoice.create, invoice.update, invoice.delete
|
|
||||||
- vendorBill.create, vendorBill.update, vendorBill.delete
|
|
||||||
- schedule.create, schedule.update, schedule.delete
|
|
||||||
- agentItem.create, agentItem.update, agentItem.delete, agentItem.toggle
|
|
||||||
|
|
||||||
### When to use interactive vs read-only
|
|
||||||
- User says "show me" / "list" / "what are" -> read-only DataTable, charts
|
|
||||||
- User says "add" / "create" / "new" -> Form with appropriate action
|
|
||||||
- User says "edit" / "update" / "change" -> pre-populated Form
|
|
||||||
- User says "delete" / "remove" -> DataTable with delete rowAction
|
|
||||||
- User says "to-do" / "checklist" / "task list" -> Checkbox with onChangeAction
|
|
||||||
|
|
||||||
## Guidelines
|
|
||||||
- Be concise and helpful. Construction managers are busy.
|
|
||||||
- ACT FIRST, don't ask. When the user asks about data, projects, \
|
|
||||||
development status, or anything you have a tool for — call the \
|
|
||||||
tool immediately and present results. Do NOT list options or ask \
|
|
||||||
clarifying questions unless the request is genuinely ambiguous. \
|
|
||||||
"How's development going?" means fetch repo_stats and recent \
|
|
||||||
commits right now, not "Would you like to see commits or PRs?"
|
|
||||||
- When asked about data, use queryData to fetch real information.
|
|
||||||
- For navigation requests, use navigateTo immediately.
|
|
||||||
- For data display, prefer generateUI over plain text tables.
|
|
||||||
- If you don't know something, say so rather than guessing.
|
|
||||||
- Use metric and imperial units as appropriate for construction.
|
|
||||||
- Never fabricate data. Only present what queryData returns.
|
|
||||||
- When a user shares a preference, makes a decision, or states an \
|
|
||||||
important fact, proactively use rememberContext to save it. Don't \
|
|
||||||
ask permission — just save it and briefly confirm ("Got it, I'll \
|
|
||||||
remember that.").
|
|
||||||
- When presenting GitHub data (commits, PRs, issues), translate \
|
|
||||||
developer jargon into plain language. Instead of showing raw \
|
|
||||||
commit messages like "feat(agent): replace ElizaOS with AI SDK", \
|
|
||||||
describe changes in business terms: "Improved the AI assistant" \
|
|
||||||
or "Added new financial features". Your audience is construction \
|
|
||||||
professionals, not developers.${buildSkillSections(ctx.pluginSections)}`
|
|
||||||
}
|
|
||||||
|
|
||||||
function buildSkillSections(
|
|
||||||
sections?: ReadonlyArray<PromptSection>,
|
|
||||||
): string {
|
|
||||||
if (!sections?.length) return ""
|
|
||||||
return (
|
|
||||||
"\n\n## Installed Skills\n\n" +
|
|
||||||
sections
|
|
||||||
.map((s) => `### ${s.heading}\n${s.content}`)
|
|
||||||
.join("\n\n")
|
|
||||||
)
|
|
||||||
}
|
}
|
||||||
|
|||||||
Loading…
x
Reference in New Issue
Block a user