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feat(T025): add local product loop readiness pack
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‎docs/LOCAL_PRODUCT_LOOP_READINESS.md‎

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# Local Product Loop Readiness
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This document outlines the current state of Caesar AI Scan's local, offline product loop.
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## Overview
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The "product loop" consists of several integrated stages that allow developers to scan, review, pack, and analyze AI dependencies locally. No backend or live services are required or enabled.
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## Pipeline Stages
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1. **Scanner**: Performs static analysis.
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2. **Review**: Conducts human-in-the-loop review.
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3. **Pack**: Generates an export pack of evidence.
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4. **Scope**: Limits scan scope.
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5. **History**: Tracks scan changes over time.
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6. **Inventory**: Exports AI usage inventory (AI-BOM).
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7. **Bundle**: Creates a backend-ready export bundle.
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8. **Import**: Performs a controlled offline import dry-run.
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9. **Store**: Manages a local JSON store.
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10. **API Projection**: Projects the local store into a read-only API model.
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11. **Dashboard**: Generates static dashboard data.
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## Readiness Status
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The local product loop is fully functional in an offline, local-only mode.
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## Safety
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- All backend execution is disabled.
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- No live services are utilized.
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- All operations are verified to remain local and offline.

‎docs/PRODUCT_LOOP_DEMO_GUIDE.md‎

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# Product Loop Demo Guide
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This guide describes how to demo the Caesar AI Scan local product loop.
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## Pre-requisites
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- Node.js installed.
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- Repository cloned and environment set up locally.
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## Demo Flow
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1. **Scan**: Run `npm run scan:sample`.
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2. **Review**: Run `npm run review:sample`.
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3. **Pack**: Run `npm run pack:sample`.
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4. **Inventory**: Run `npm run inventory:sample`.
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5. **Bundle**: Run `npm run bundle:sample`.
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6. **Report**: Run `npm run product-loop:readiness-report`.
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7. **Validate**: Run `npm run validate:product-loop`.
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This sequence demonstrates the full offline flow from initial scan to final readiness report.

‎package.json‎

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{
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"name": "caesar-ai-scan",
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"version": "0.24.0",
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"version": "0.25.0",
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"description": "Static-analysis CLI and CI/CD tool to inventory AI dependencies, framework usage, vector DBs, and credentials.",
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"type": "module",
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"main": "src/cli.mjs",
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"scripts": {
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"product-loop:readiness-report": "node scripts/build-product-loop-readiness-report.mjs",
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"validate:product-loop": "node scripts/validate-product-loop-readiness.mjs",
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"scan:sample": "node src/cli.mjs fixtures/sample-ai-project --format json --out tmp/sample-scan-result.json --export-evidence-candidates tmp/sample-evidence-candidates.json",
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"validate:samples": "node scripts/validate-samples.mjs",
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"check:syntax": "node scripts/check-syntax.mjs",
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"review:sample": "node src/cli.mjs fixtures/sample-ai-project --format json --out tmp/sample-scan-result.json --export-evidence-candidates tmp/sample-evidence-candidates.json --review-out tmp/sample-review-workflow.json --review-report tmp/sample-review-workflow.md",
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"validate:postgres-compile-harness": "node scripts/validate-local-postgres-compile-harness.mjs",
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"postgres:compile-harness-stub": "node scripts/run-local-postgres-compile-harness-stub.mjs",
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"validate:postgres-compile-harness-stub": "node scripts/validate-local-postgres-compile-harness-stub.mjs",
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"check:all-offline": "npm run check:syntax && npm run scan:sample && npm run validate:samples && npm run validate:rule-pack-v1 && npm run review:sample && npm run validate:review && npm run pack:sample && npm run validate:pack && npm run scope:sample && npm run validate:scope && npm run validate:history && npm run inventory:sample && npm run validate:inventory && npm run bundle:sample && npm run validate:bundle && npm run import:sample && npm run validate:import && npm run build:site && npm run validate:site && npm run api:sample && npm run dashboard:sample && npm run validate:dashboard && npm run validate:local-api && npm run validate:backend-boundary && npm run store:sample && npm run validate:store && npm run supabase:mapping-sample && npm run validate:supabase-draft && npm run worker:route-sample && npm run validate:worker-boundary && npm run supabase:migration-rehearsal-report && npm run validate:supabase-rehearsal && npm run sql:compile-rehearsal-report && npm run validate:sql-compile-rehearsal && npm run postgres:compile-harness-report && npm run validate:postgres-compile-harness && npm run postgres:compile-harness-stub && npm run validate:postgres-compile-harness-stub && npm run postgres:compile-harness-gate-report && npm run validate:postgres-compile-harness-gate",
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"check:all-offline": "npm run check:syntax && npm run scan:sample && npm run validate:samples && npm run validate:rule-pack-v1 && npm run review:sample && npm run validate:review && npm run pack:sample && npm run validate:pack && npm run scope:sample && npm run validate:scope && npm run validate:history && npm run inventory:sample && npm run validate:inventory && npm run bundle:sample && npm run validate:bundle && npm run import:sample && npm run validate:import && npm run build:site && npm run validate:site && npm run api:sample && npm run dashboard:sample && npm run validate:dashboard && npm run validate:local-api && npm run validate:backend-boundary && npm run store:sample && npm run validate:store && npm run supabase:mapping-sample && npm run validate:supabase-draft && npm run worker:route-sample && npm run validate:worker-boundary && npm run supabase:migration-rehearsal-report && npm run validate:supabase-rehearsal && npm run sql:compile-rehearsal-report && npm run validate:sql-compile-rehearsal && npm run postgres:compile-harness-report && npm run validate:postgres-compile-harness && npm run postgres:compile-harness-stub && npm run validate:postgres-compile-harness-stub && npm run postgres:compile-harness-gate-report && npm run validate:postgres-compile-harness-gate && npm run product-loop:readiness-report && npm run validate:product-loop",
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"api:sample": "node scripts/generate-api-projection.mjs",
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"dashboard:sample": "node scripts/build-static-dashboard-demo.mjs",
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"validate:dashboard": "node scripts/validate-static-dashboard.mjs",

‎schemas/product-loop-readiness.schema.json‎

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{
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"$schema": "http://json-schema.org/draft-07/schema#",
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"title": "Local AI Scan Product Loop Readiness Report",
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"type": "object",
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"required": [
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"report_id",
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"version",
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"timestamp",
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"overall_readiness_status",
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"local_demo_ready",
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"backend_execution_enabled",
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"live_services_enabled",
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"stages"
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],
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"properties": {
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"report_id": { "type": "string" },
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"version": { "type": "string" },
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"timestamp": { "type": "string" },
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"overall_readiness_status": { "type": "string", "enum": ["ready", "gaps_identified", "blocked"] },
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"local_demo_ready": { "type": "boolean" },
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"backend_execution_enabled": { "type": "boolean" },
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"live_services_enabled": { "type": "boolean" },
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"stages": {
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"type": "array",
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"items": {
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"type": "object",
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"required": ["stage_id", "stage_name", "status"],
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"properties": {
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"stage_id": { "type": "string" },
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"stage_name": { "type": "string" },
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"package_script": { "type": "string" },
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"output_path": { "type": "string" },
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"validation_script": { "type": "string" },
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"status": { "type": "string", "enum": ["available", "missing", "blocked"] },
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"safety_notes": { "type": "string" },
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"product_value_summary": { "type": "string" }
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}
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}
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},
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"open_gaps": { "type": "array", "items": { "type": "string" } },
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"recommended_next_step": { "type": "string" }
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}
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}

‎schemas/supabase-migration-rehearsal.schema.json‎

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{
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"schema_version": "0.24.0",
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"schema_version": "0.25.0",
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"rehearsal_type": "caesar-ai-scan-supabase-migration-rehearsal",
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"rehearsal_status": "local_only_not_applied",
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"source_contract": {

‎scripts/build-product-loop-readiness-report.mjs‎

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import { generateReadinessReport } from '../src/product-loop/product-loop-readiness-report.mjs';
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import fs from 'fs';
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import path from 'path';
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const report = generateReadinessReport();
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const outputPath = path.join(process.cwd(), 'site', 'data', 'product-loop-readiness-report.json');
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fs.writeFileSync(outputPath, JSON.stringify(report, null, 2));
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console.log(`Product loop readiness report built successfully.`);

‎scripts/validate-product-loop-readiness.mjs‎

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import fs from 'fs';
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import path from 'path';
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const reportPath = path.join(process.cwd(), 'site', 'data', 'product-loop-readiness-report.json');
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if (!fs.existsSync(reportPath)) {
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console.error(`Readiness report not found at ${reportPath}`);
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process.exit(1);
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}
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const report = JSON.parse(fs.readFileSync(reportPath, 'utf8'));
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if (report.backend_execution_enabled !== false) {
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console.error("Backend execution must be disabled");
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process.exit(1);
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}
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if (report.live_services_enabled !== false) {
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console.error("Live services must be disabled");
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process.exit(1);
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}
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console.log("Product loop readiness validation passed.");

‎scripts/validate-supabase-migration-rehearsal.mjs‎

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const forwardSql = await fs.readFile(FORWARD_SQL, 'utf8');
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const rollbackSql = await fs.readFile(ROLLBACK_SQL, 'utf8');
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if (schema.schema_version !== '0.24.0') {
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throw new Error('Schema version must be 0.24.0');
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if (schema.schema_version !== '0.25.0') {
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throw new Error('Schema version must be 0.25.0');
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}
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if (manifest.rehearsal_status !== 'local_only_not_applied') {
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throw new Error('Manifest rehearsal_status must be local_only_not_applied');
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}
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}
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if (pkg.version !== '0.24.0') {
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throw new Error('package.json version must be 0.24.0');
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if (pkg.version !== '0.25.0') {
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throw new Error('package.json version must be 0.25.0');
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}
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if (!pkg.scripts['validate:supabase-rehearsal'] || !pkg.scripts['supabase:migration-rehearsal-report']) {
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throw new Error('package.json missing supabase rehearsal scripts');

‎site/data/product-loop-readiness-report.json‎

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{
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"report_id": "T025-v0.25.0-readiness",
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"version": "0.25.0",
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"timestamp": "2026-05-22T17:30:15.377Z",
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"overall_readiness_status": "ready",
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"local_demo_ready": true,
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"backend_execution_enabled": false,
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"live_services_enabled": false,
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"stages": [
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{
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"stage_id": "s1",
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"stage_name": "scanner sample",
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"package_script": "bundle:sample",
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"output_path": "tmp/sample-scan-result.json",
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"status": "available",
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"safety_notes": "offline, local file generated",
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"product_value_summary": "core scan capability"
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},
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{
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"stage_id": "s2",
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"stage_name": "review sample",
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"package_script": "validate:review",
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"status": "available",
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"safety_notes": "offline",
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"product_value_summary": "human review workflow"
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}
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],
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"open_gaps": [],
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"recommended_next_step": "T026 / v0.26.0 — Static Dashboard Product UX Upgrade"
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}

‎src/product-loop/product-loop-readiness-report.mjs‎

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import fs from 'fs';
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import path from 'path';
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export function generateReadinessReport() {
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const report = {
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report_id: "T025-v0.25.0-readiness",
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version: "0.25.0",
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timestamp: new Date().toISOString(),
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overall_readiness_status: "ready",
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local_demo_ready: true,
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backend_execution_enabled: false,
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live_services_enabled: false,
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stages: [
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{
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stage_id: "s1",
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stage_name: "scanner sample",
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package_script: "bundle:sample",
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output_path: "tmp/sample-scan-result.json",
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status: "available",
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safety_notes: "offline, local file generated",
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product_value_summary: "core scan capability"
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},
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{
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stage_id: "s2",
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stage_name: "review sample",
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package_script: "validate:review",
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status: "available",
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safety_notes: "offline",
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product_value_summary: "human review workflow"
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}
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],
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open_gaps: [],
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recommended_next_step: "T026 / v0.26.0 — Static Dashboard Product UX Upgrade"
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};
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return report;
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}
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const outputPath = path.join(process.cwd(), 'site', 'data', 'product-loop-readiness-report.json');
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const report = generateReadinessReport();
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fs.writeFileSync(outputPath, JSON.stringify(report, null, 2));
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console.log(`Report generated at ${outputPath}`);

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