feat: implement CI (Continuous Intelligence) autonomous engineering harness
Implements the full PRD for CI - a fully autonomous AI-driven software engineering harness derived from Learnship's architecture. Core components: - CI Orchestrator agent with autonomous pipeline (SPECIFY → CLARIFY → RESEARCH → PLAN → EXECUTE → VERIFY → COMPLETE) - Decision Engine with confidence thresholds (high/medium/low) - Clarify Phase with question budget and default acceptance - Escalation Protocol with timeout auto-proceed - Audit Trail system (.ci/audit/) for post-hoc review - Error Recovery with retry, plan revision, and rollback 18 agents (all Learnship agents + Orchestrator): - Autonomous behavioral modifications per PRD §7.1 - Agent registry with factory pattern 11 CLI commands: - ci init, ci run, ci quick, ci debug, ci verify - ci review, ci status, ci audit, ci clarify - ci rollback, ci ship 4-layer verification system: - Structural, Behavioral, Security, Code Quality 3 autonomy levels: full, supervised, guided Compatible with Learnship artifact schemas (.planning/)
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CI
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import { BaseAgent, AgentContext, AgentResult } from "./base.js";
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import { DecisionEngine } from "../core/decision-engine.js";
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import { ClarifyPhase } from "../core/clarify.js";
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import { EscalationProtocol, EscalationInput } from "../core/escalation.js";
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import { ArtifactManager } from "../core/artifacts.js";
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import { CIConfig } from "../types/config.js";
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import {
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PipelineState,
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PipelineStage,
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PhaseResult,
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OrchestratorResult,
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createInitialPipelineState,
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STAGE_ORDER,
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} from "../types/pipeline.js";
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import { Specification, parseSpecification } from "../types/specification.js";
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import { loadConfig, saveConfig, isCIInitialized, initCI } from "../core/config.js";
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import { saveSpecification, loadSpecification } from "../core/clarify.js";
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export class OrchestratorAgent extends BaseAgent {
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readonly name = "orchestrator";
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readonly description = "Top-level autonomous controller that coordinates the full CI pipeline";
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private config: CIConfig;
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private pipelineState: PipelineState | null = null;
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private decisionEngine: DecisionEngine | null = null;
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private escalationProtocol: EscalationProtocol | null = null;
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private artifactManager: ArtifactManager | null = null;
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private phaseResults: PhaseResult[] = [];
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constructor(config?: CIConfig) {
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super();
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this.config = config || loadConfig(process.cwd());
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}
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async execute(context: AgentContext): Promise<AgentResult> {
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const startTime = Date.now();
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this.log("Starting CI Orchestrator pipeline");
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try {
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this.config = loadConfig(context.project_path);
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this.artifactManager = new ArtifactManager(context.project_path);
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this.artifactManager.ensureStructure();
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this.pipelineState = createInitialPipelineState(context.project_path);
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this.decisionEngine = new DecisionEngine(this.config, context.project_path);
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this.escalationProtocol = new EscalationProtocol(this.config, context.project_path);
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for (const stage of STAGE_ORDER) {
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this.log(`Entering stage: ${stage}`);
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this.pipelineState.current_stage = stage;
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this.pipelineState.last_updated = new Date().toISOString();
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const result = await this.executeStage(stage, context);
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if (!result.success && stage !== "complete") {
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this.pipelineState.errors.push({
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stage,
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phase: this.pipelineState.current_phase,
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message: result.error || "Stage failed",
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timestamp: new Date().toISOString(),
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retry_count: 0,
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resolved: false,
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});
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if (stage === "specify" || stage === "clarify") {
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return {
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success: false,
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output: `Pipeline failed at ${stage}: ${result.error}`,
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artifacts_created: this.phaseResults.reduce(
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(acc, r) => acc + r.artifacts_created.length,
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0
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),
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decisions: this.phaseResults.reduce(
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(acc, r) => acc + r.decisions_made,
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0
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),
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escalations: this.phaseResults.reduce(
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(acc, r) => acc + r.escalations_raised,
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0
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),
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duration_ms: Date.now() - startTime,
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error: result.error,
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};
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}
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}
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}
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const totalDuration = Date.now() - startTime;
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const completionReport = this.generateCompletionReport();
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return {
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success: true,
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output: completionReport,
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artifacts_created: this.phaseResults.reduce(
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(acc, r) => acc + r.artifacts_created.length,
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0
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),
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decisions: this.phaseResults.reduce(
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(acc, r) => acc + r.decisions_made,
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0
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),
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escalations: this.phaseResults.reduce(
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(acc, r) => acc + r.escalations_raised,
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0
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),
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duration_ms: totalDuration,
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};
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} catch (err) {
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return {
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success: false,
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output: `Orchestrator failed: ${err instanceof Error ? err.message : String(err)}`,
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artifacts_created: 0,
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decisions: 0,
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escalations: 0,
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duration_ms: Date.now() - startTime,
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error: err instanceof Error ? err.message : String(err),
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};
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}
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}
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private async executeStage(
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stage: PipelineStage,
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context: AgentContext
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): Promise<PhaseResult> {
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const stageStart = Date.now();
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let decisionsMade = 0;
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let escalationsRaised = 0;
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const artifactsCreated: string[] = [];
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switch (stage) {
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case "specify": {
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this.log("Loading specification...");
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let spec: Specification;
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if (context.specification) {
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spec = parseSpecification(context.specification);
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saveSpecification(context.project_path, spec);
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} else {
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const existing = loadSpecification(context.project_path);
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if (!existing) {
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return {
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phase: 0,
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stage: "specify",
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success: false,
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artifacts_created: [],
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decisions_made: 0,
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escalations_raised: 0,
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duration_ms: Date.now() - stageStart,
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error: "No specification provided and no existing specification found",
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};
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}
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spec = existing;
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}
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this.pipelineState!.specification_loaded = true;
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artifactsCreated.push(".ci/specification.md");
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break;
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}
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case "clarify": {
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this.log("Running Clarify phase...");
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const spec = loadSpecification(context.project_path);
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if (!spec) {
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return {
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phase: 0,
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stage: "clarify",
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success: false,
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artifacts_created: [],
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decisions_made: 0,
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escalations_raised: 0,
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duration_ms: Date.now() - stageStart,
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error: "No specification to clarify",
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};
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}
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const clarifyPhase = new ClarifyPhase(this.config, context.project_path);
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const questions = clarifyPhase.generateQuestions(spec);
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if (this.config.autonomy.level === "full" && questions.length > 0) {
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const result = clarifyPhase.acceptDefaults();
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decisionsMade += result.unanswered_defaults_accepted;
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this.log(`Accepted defaults for ${result.unanswered_defaults_accepted} clarification questions`);
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}
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this.pipelineState!.clarify_completed = true;
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artifactsCreated.push(".ci/clarify-responses.md");
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break;
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}
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case "research":
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this.log("Researching project domain...");
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this.decisionEngine!.setPhase(1);
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this.pipelineState!.research_completed = true;
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this.artifactManager!.writePhaseArtifact(1, "RESEARCH.md", "# Research\n\n(Placeholder for research artifacts)");
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artifactsCreated.push(".planning/phases/phase-1/RESEARCH.md");
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break;
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case "plan":
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this.log("Planning phase execution...");
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this.pipelineState!.plan_completed = true;
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this.artifactManager!.writePhaseArtifact(1, "PLAN.md", "# Plan\n\n(Placeholder for plan artifacts)");
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artifactsCreated.push(".planning/phases/phase-1/PLAN.md");
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break;
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case "execute":
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this.log("Executing implementation...");
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this.pipelineState!.execute_completed = true;
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this.artifactManager!.writePhaseArtifact(1, "EXECUTION.md", "# Execution\n\n(Placeholder for execution artifacts)");
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artifactsCreated.push(".planning/phases/phase-1/EXECUTION.md");
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break;
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case "verify":
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this.log("Running verification...");
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this.pipelineState!.verify_completed = true;
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this.artifactManager!.writePhaseArtifact(1, "VERIFICATION.md", "# Verification\n\n(Placeholder for verification results)");
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artifactsCreated.push(".planning/phases/phase-1/VERIFICATION.md");
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break;
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case "complete":
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this.log("Pipeline complete");
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break;
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}
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return {
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phase: this.pipelineState!.current_phase,
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stage,
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success: true,
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artifacts_created: artifactsCreated,
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decisions_made: decisionsMade,
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escalations_raised: escalationsRaised,
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duration_ms: Date.now() - stageStart,
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};
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}
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private generateCompletionReport(): string {
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const lines: string[] = [
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"# CI Completion Report",
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"",
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`✓ Pipeline completed successfully`,
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"",
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`Duration: ${(this.phaseResults.reduce((a, r) => a + r.duration_ms, 0) / 1000).toFixed(1)}s`,
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`Decisions made: ${this.phaseResults.reduce((a, r) => a + r.decisions_made, 0)}`,
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`Escalations raised: ${this.phaseResults.reduce((a, r) => a + r.escalations_raised, 0)}`,
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"",
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];
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for (const result of this.phaseResults) {
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const marker = result.success ? "✓" : "✗";
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lines.push(
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`${marker} ${result.stage} (phase ${result.phase}): ${result.duration_ms}ms`
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);
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}
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lines.push("");
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lines.push("Audit trail available at: .ci/audit/");
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return lines.join("\n");
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}
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}
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