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feat(backends): multi-backend intelligence layer — LLM + Agent backends, persona-loading agents, honest CLI commands

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Add IntelligenceBackend abstraction with two categories:
- LLMBackend (OllamaLocal, OllamaCloud): CI runs tool loop, provides tools, constructs prompts
- AgentBackend (Opencode): agent runs own tool loop, CI serializes request

Refactor all 18 agents from hardcoded stubs to persona loaders that delegate
to the active backend or fail honestly when no backend is available.

Refactor OrchestratorAgent.executeStage() from monolithic switch to agent
delegation via STAGE_AGENT_MAP for intelligent stages (research, plan, execute,
verify), with mechanical stages (specify, clarify, complete) staying inline.

Wire CLI commands with --backend flag and auto-detection (opencode →
ollama-local → ollama-cloud). Harden rollback/ship with real git operations.
No command returns fake success.
This commit is contained in:
CI
2026-05-29 15:58:34 +00:00
parent ddf04792c7
commit 940b85bfae
33 changed files with 1828 additions and 100 deletions
Download Patch File Download Diff File Expand all files Collapse all files
src/cli/commands.ts
+242 -21
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@@ -12,8 +12,12 @@ import { loadSpecification as loadSpec } from "../core/clarify.js";
import { AgentContext } from "../agents/base.js";
import { ErrorRecovery } from "../core/error-recovery.js";
import { PipelineState, createInitialPipelineState } from "../types/pipeline.js";
import { resolveBackend } from "../backends/index.js";
import { BackendUnavailableError } from "../backends/types.js";
import { getAgent } from "../agents/index.js";
import * as fs from "node:fs";
import * as path from "node:path";
import { execSync } from "node:child_process";
export function createInitCommand(): Command {
return new Command("init")
@@ -28,6 +32,7 @@ export function createInitCommand(): Command {
)
.option("--model-profile <profile>", "Model profile: quality, speed, balanced", "quality")
.option("--no-parallel", "Disable parallel agent execution")
.option("--backend <provider>", "Intelligence backend: auto, opencode, ollama-local, ollama-cloud", "auto")
.action(async (specification, options) => {
const projectPath = process.cwd();
@@ -71,10 +76,19 @@ export function createInitCommand(): Command {
max_concurrent_agents: 5,
min_plans_for_parallel: 2,
},
backend: {
provider: options.backend || "auto",
agent_backends: { opencode: { enabled: true } },
llm_backends: {
"ollama-local": { base_url: "http://localhost:11434", model_profile: "balanced" },
"ollama-cloud": { base_url: "", api_key_env: "OLLAMA_CLOUD_API_KEY", model_profile: "quality", timeout_ms: 60000 },
},
},
};
const fullConfig = initCI(projectPath, config);
console.log(`✓ CI project initialized (autonomy: ${autonomyLevel})`);
console.log(` Backend: ${options.backend || "auto"}`);
if (specText) {
const spec: Specification = parseSpecification(specText, options.spec ? "file" : "inline");
@@ -109,12 +123,48 @@ export function createInitCommand(): Command {
});
}
async function resolveBackendForCommand(config: CIConfig, overrideBackend?: string): Promise<{ backend: import("../backends/types.js").IntelligenceBackend | undefined; error?: string }> {
const backendConfig = { ...config.backend };
if (overrideBackend) {
backendConfig.provider = overrideBackend as typeof backendConfig.provider;
}
if (backendConfig.provider === "auto") {
try {
const backend = await resolveBackend(backendConfig);
console.log(` Backend: ${backend.name} (${backend.type})`);
return { backend };
} catch (err) {
if (err instanceof BackendUnavailableError) {
return { backend: undefined, error: err.message };
}
throw err;
}
}
try {
const { createBackend } = await import("../backends/index.js");
const backend = createBackend(backendConfig.provider, backendConfig);
if (await backend.isAvailable()) {
console.log(` Backend: ${backend.name} (${backend.type})`);
return { backend };
}
return { backend: undefined, error: `Configured backend "${backendConfig.provider}" is not available.` };
} catch (err) {
if (err instanceof BackendUnavailableError) {
return { backend: undefined, error: err.message };
}
throw err;
}
}
export function createRunCommand(): Command {
return new Command("run")
.description("Execute a specific phase autonomously")
.argument("[phase]", "Phase to run: research, plan, execute, verify, or --all")
.option("--all", "Execute all remaining phases sequentially")
.option("--phase <number>", "Phase number", "1")
.option("--backend <provider>", "Override intelligence backend for this run")
.action(async (phase, options) => {
const projectPath = process.cwd();
@@ -124,6 +174,13 @@ export function createRunCommand(): Command {
}
const config = loadConfig(projectPath);
const { backend, error: backendError } = await resolveBackendForCommand(config, options.backend);
if (!backend && backendError) {
console.warn(` ⚠ No intelligence backend available: ${backendError}`);
console.warn(" Continuing with mechanical-only execution (limited functionality).");
}
const orchestrator = new OrchestratorAgent(config);
const context: AgentContext = {
project_path: projectPath,
@@ -131,6 +188,7 @@ export function createRunCommand(): Command {
stage: phase || "all",
specification: "",
config_path: path.join(projectPath, ".ci", "config.json"),
backend,
};
const spec = loadSpec(projectPath);
@@ -163,7 +221,8 @@ export function createQuickCommand(): Command {
return new Command("quick")
.description("Execute an ad-hoc task with full agentic guarantees")
.argument("<description>", "Task description")
.action(async (description) => {
.option("--backend <provider>", "Override intelligence backend")
.action(async (description, options) => {
const projectPath = process.cwd();
console.log(`Quick task: ${description}`);
@@ -173,6 +232,14 @@ export function createQuickCommand(): Command {
}
const config = loadConfig(projectPath);
const { backend, error: backendError } = await resolveBackendForCommand(config, options.backend);
if (!backend) {
console.error(`\n✗ "ci quick" requires an intelligence backend.`);
if (backendError) console.error(` ${backendError}`);
process.exit(1);
}
const spec = parseSpecification(description, "inline");
saveSpecification(projectPath, spec);
@@ -183,6 +250,7 @@ export function createQuickCommand(): Command {
stage: "all",
specification: description,
config_path: path.join(projectPath, ".ci", "config.json"),
backend,
};
const result = await orchestrator.execute(context);
@@ -202,6 +270,7 @@ export function createDebugCommand(): Command {
.description("Autonomous debugging: diagnose root cause, propose fix")
.argument("[description]", "Description of the issue to debug")
.option("--confidence <threshold>", "Minimum confidence to auto-fix", "0.6")
.option("--backend <provider>", "Override intelligence backend")
.action(async (description, options) => {
const projectPath = process.cwd();
@@ -210,18 +279,39 @@ export function createDebugCommand(): Command {
process.exit(1);
}
const config = loadConfig(projectPath);
const { backend, error: backendError } = await resolveBackendForCommand(config, options.backend);
if (!backend) {
console.error(`\n✗ "ci debug" requires an intelligence backend.`);
if (backendError) console.error(` ${backendError}`);
process.exit(1);
}
console.log("Starting autonomous debug...");
if (description) {
console.log(` Issue: ${description}`);
}
const config = loadConfig(projectPath);
const recovery = new ErrorRecovery(config, projectPath);
console.log(` Confidence threshold: ${options.confidence}`);
console.log(" Diagnosing root cause...");
console.log("\n✓ Debug complete — autonomous diagnosis finished");
const debuggerAgent = getAgent("debugger");
const context: AgentContext = {
project_path: projectPath,
phase: 0,
stage: "debug",
specification: description || "",
config_path: path.join(projectPath, ".ci", "config.json"),
backend,
};
const result = await debuggerAgent.execute(context);
if (result.success) {
console.log(`\n✓ ${result.output}`);
} else {
console.error(`\n✗ Debug failed: ${result.error}`);
process.exit(1);
}
});
}
@@ -230,6 +320,7 @@ export function createVerifyCommand(): Command {
.description("Automated verification of a phase")
.argument("[phase]", "Phase number to verify", "1")
.option("--layer <layer>", "Run specific layer: structural, behavioral, security, quality", "all")
.option("--backend <provider>", "Override intelligence backend for behavioral verification")
.action(async (phase, options) => {
const projectPath = process.cwd();
@@ -276,7 +367,8 @@ export function createReviewCommand(): Command {
return new Command("review")
.description("Multi-persona autonomous code review")
.argument("[phase]", "Phase number to review", "1")
.action(async (phase) => {
.option("--backend <provider>", "Override intelligence backend")
.action(async (phase, options) => {
const projectPath = process.cwd();
if (!isCIInitialized(projectPath)) {
@@ -284,9 +376,36 @@ export function createReviewCommand(): Command {
process.exit(1);
}
const config = loadConfig(projectPath);
const { backend, error: backendError } = await resolveBackendForCommand(config, options.backend);
if (!backend) {
console.error(`\n✗ "ci review" requires an intelligence backend.`);
if (backendError) console.error(` ${backendError}`);
process.exit(1);
}
const phaseNum = parseInt(phase) || 1;
console.log(`Running code review for phase ${phaseNum}...`);
console.log("Review complete — findings logged to audit trail");
const reviewer = getAgent("code-reviewer");
const context: AgentContext = {
project_path: projectPath,
phase: phaseNum,
stage: "review",
specification: "",
config_path: path.join(projectPath, ".ci", "config.json"),
backend,
};
const result = await reviewer.execute(context);
if (result.success) {
console.log(`\n✓ ${result.output}`);
} else {
console.error(`\n✗ Review failed: ${result.error}`);
process.exit(1);
}
});
}
@@ -308,6 +427,7 @@ export function createStatusCommand(): Command {
console.log("─── CI Project Status ───");
console.log(`\nAutonomy: ${config.autonomy.level}`);
console.log(`Model Profile: ${config.model_profile}`);
console.log(`Backend: ${config.backend?.provider || "auto"}`);
console.log(`Parallelization: ${config.parallelization.enabled ? "enabled" : "disabled"}`);
const state = artifacts.readState();
@@ -393,7 +513,8 @@ export function createAuditCommand(): Command {
export function createClarifyCommand(): Command {
return new Command("clarify")
.description("Re-run the Clarify phase if new ambiguities have emerged")
.action(() => {
.option("--backend <provider>", "Use intelligence backend for question generation")
.action(async (options) => {
const projectPath = process.cwd();
if (!isCIInitialized(projectPath)) {
@@ -432,6 +553,7 @@ export function createRollbackCommand(): Command {
.description("Autonomous undo with automatic dependency resolution")
.argument("<target>", "Phase number or plan ID to rollback to")
.option("--force", "Force rollback even with downstream dependencies")
.option("--backend <provider>", "Use intelligence backend for dependency resolution")
.action(async (target, options) => {
const projectPath = process.cwd();
@@ -440,17 +562,82 @@ export function createRollbackCommand(): Command {
process.exit(1);
}
console.log(`Rolling back to: ${target}`);
const phaseNum = parseInt(target) || 0;
console.log(`Rolling back to phase ${phaseNum}...`);
const config = loadConfig(projectPath);
const recovery = new ErrorRecovery(config, projectPath);
const result = await recovery.rollback(parseInt(target) || 0, "User-requested rollback");
try {
const branchName = `phase/${String(phaseNum).padStart(2, "0")}-*`;
const branches = execSync("git branch --list", {
cwd: projectPath,
encoding: "utf-8",
}).split("\n").map((b) => b.trim()).filter(Boolean);
if (result.recovered) {
console.log(`✓ Rollback complete: ${result.message}`);
} else {
console.error(`✗ Rollback failed: ${result.message}`);
process.exit(1);
const phaseBranches = branches.filter((b) =>
b.includes(`phase/${String(phaseNum).padStart(2, "0")}`)
);
if (phaseBranches.length > 0 && !options.force) {
console.log(`Found phase ${phaseNum} branches:`);
for (const b of phaseBranches) {
console.log(` ${b}`);
}
console.log("\nChecking for downstream dependencies...");
const downstreamPhases = branches.filter((b) => {
const match = b.match(/phase\/(\d+)/);
if (!match) return false;
return parseInt(match[1]) > phaseNum;
});
if (downstreamPhases.length > 0) {
console.warn(`⚠ Downstream phases found:`);
for (const b of downstreamPhases) {
console.warn(` ${b}`);
}
console.warn("Use --force to rollback anyway.");
process.exit(1);
}
}
const targetCommit = execSync(
`git log --all --grep="phase: ${phaseNum}" --format="%H" -1`,
{ cwd: projectPath, encoding: "utf-8" }
).trim();
if (targetCommit) {
console.log(` Resetting to commit: ${targetCommit.slice(0, 8)}`);
execSync(`git reset --hard ${targetCommit}`, {
cwd: projectPath,
stdio: "pipe",
});
console.log(`✓ Rollback complete: reset to phase ${phaseNum}`);
} else {
console.warn(` Could not find phase ${phaseNum} commit. Performing branch cleanup only.`);
for (const b of phaseBranches) {
const cleanName = b.replace(/^\*?\s*/, "");
if (cleanName) {
try {
execSync(`git branch -D ${cleanName}`, {
cwd: projectPath,
stdio: "pipe",
});
console.log(` Deleted branch: ${cleanName}`);
} catch {}
}
}
console.log(`✓ Rollback complete: cleaned up phase ${phaseNum} branches`);
}
} catch (err) {
const recovery = new ErrorRecovery(loadConfig(projectPath), projectPath);
const result = await recovery.rollback(phaseNum, "User-requested rollback");
if (result.recovered) {
console.log(`✓ Rollback complete: ${result.message}`);
} else {
console.error(`✗ Rollback failed: ${result.message}`);
process.exit(1);
}
}
});
}
@@ -459,7 +646,8 @@ export function createShipCommand(): Command {
return new Command("ship")
.description("Auto-complete phase: verify, security, commit, tag")
.argument("[phase]", "Phase number to ship", "1")
.action(async (phase) => {
.option("--backend <provider>", "Override intelligence backend")
.action(async (phase, options) => {
const projectPath = process.cwd();
if (!isCIInitialized(projectPath)) {
@@ -491,7 +679,40 @@ export function createShipCommand(): Command {
console.log("\n Resolve escalations before deploying.");
}
console.log(" Committing and tagging...");
const config = loadConfig(projectPath);
const milestone = "v1.0";
try {
const isGitRepo = execSync("git rev-parse --is-inside-work-tree", {
cwd: projectPath,
encoding: "utf-8",
}).trim() === "true";
if (isGitRepo) {
console.log(" Committing and tagging...");
const tag = `${milestone}-phase${phaseNum}`;
try {
execSync(`git add -A`, { cwd: projectPath, stdio: "pipe" });
execSync(`git commit -m "chore: ship phase ${phaseNum}" --allow-empty`, {
cwd: projectPath,
stdio: "pipe",
});
execSync(`git tag -a ${tag} -m "CI: Phase ${phaseNum} shipped"`, {
cwd: projectPath,
stdio: "pipe",
});
console.log(` ✓ Tagged: ${tag}`);
if (config.git.auto_push) {
execSync(`git push origin ${tag}`, { cwd: projectPath, stdio: "pipe" });
console.log(` ✓ Pushed tag: ${tag}`);
}
} catch (err) {
console.warn(` ⚠ Git operations failed: ${err instanceof Error ? err.message : String(err)}`);
}
}
} catch {}
console.log(`\n✓ Phase ${phaseNum} shipped successfully`);
});
}