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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# v2026.2.5 - "Lean Rules" Release **Released**: February 14, 2026 This release replaces the deployment of 31 individual rule files (~9,321 lines total) with a single consolidated `RULES-INDEX.md` (~200 lines), achieving ~95% context reduction across all 8 providers. Agents scan short summaries and load full rules on demand via @-links, keeping context windows lean without sacrificing discoverability. ## Highlights | What Changed | Why You Care | |--------------|--------------| | **Consolidated rules deployment** | Single `RULES-INDEX.md` replaces 31 individual files — ~95% context reduction | | **Automatic cleanup** | Old individually-deployed rule files removed on redeploy | | **All 8 providers** | Claude, Codex, Factory, Copilot, Cursor, OpenCode, Warp, Windsurf all updated | ## The Problem Every `aiwg use sdlc` deployment copied 31 individual rule `.md` files into the target rules directory. That's ~9,321 lines of content loaded into agent context on every session — most of which was irrelevant to the current task. Context windows aren't infinite, and every wasted line of rules context is a line that can't be used for actual work. ## The Solution: Index-Based Rules Instead of deploying all 31 full rule files, AIWG now deploys a single `RULES-INDEX.md` containing: - **2-3 sentence summaries** per rule — enough to determine relevance - **@-links** to full rule files — load the details only when needed - **Tier grouping** — Core (9 rules), SDLC (20 rules), Research (2 rules) - **Enforcement ordering** — CRITICAL > HIGH > MEDIUM within each tier - **Quick Reference table** — maps 11 task types to relevant rules ### Before/After ``` # Before: 31 files, ~9,321 lines .claude/rules/ ├── no-attribution.md ├── token-security.md ├── versioning.md ├── citation-policy.md ├── anti-laziness.md ├── executable-feedback.md ├── failure-mitigation.md ├── ... (24 more files) # After: 1 file, ~200 lines .claude/rules/ └── RULES-INDEX.md ``` ### How It Works 1. Agent starts a session and loads `RULES-INDEX.md` (~200 lines) 2. Agent scans summaries to find rules relevant to the current task 3. When a rule is relevant, agent loads the full rule via its @-link 4. Only the rules that matter consume context window space ### Example Index Entry ```markdown #### no-attribution **Summary**: AI tools are tools — never add attribution to commits, PRs, docs, or code. No "Co-Authored-By", no "Generated with", no tool branding. Universal across all 8 providers. **When to apply**: Commit creation, PR drafting, code generation, documentation output **Full rule**: @agentic/code/frameworks/sdlc-complete/rules/no-attribution.md ``` ## Automatic Cleanup When redeploying with `aiwg use sdlc`, old individually-deployed `.md` rule files in the target directory are automatically cleaned up before the new index is deployed. Non-`.md` files (like Cursor's `.mdc` rules) are preserved. This means upgrading from v2026.2.4 to v2026.2.5 is seamless — just run `aiwg use sdlc` again. ## All 8 Providers Updated Every provider deploys the consolidated index to its native rules location: | Platform | Target | |----------|--------| | Claude Code | `.claude/rules/RULES-INDEX.md` | | Codex (OpenAI) | `.codex/rules/RULES-INDEX.md` | | Factory AI | `.factory/rules/RULES-INDEX.md` | | GitHub Copilot | `.github/copilot-instructions.md` (content injection) | | Cursor | `.cursor/rules/RULES-INDEX.md` | | OpenCode | `.opencode/rule/RULES-INDEX.md` | | Warp Terminal | `.warp/rules/RULES-INDEX.md` | | Windsurf | `.windsurf/rules/RULES-INDEX.md` | ## Fallback Behavior If `RULES-INDEX.md` is not found in the source (e.g., when deploying from an older AIWG version), all providers fall back to deploying individual rule files. No breakage for existing setups. ## Manifest v2.0.0 The rules manifest (`manifest.json`) has been bumped to v2.0.0 with new consolidation metadata: ```json { "consolidation": { "strategy": "index-with-links", "indexFile": "RULES-INDEX.md", "deployIndexOnly": true, "rationale": "Deploy ~200-line index instead of ~9,321-line bulk to reduce context waste by ~95%" } } ``` ## New Functions in base.mjs Six new shared functions support the consolidation across all providers: | Function | Purpose | |----------|---------| | `loadRulesManifest(srcRoot)` | Load and parse rules manifest.json | | `groupRulesByTier(rules)` | Group rules into core/sdlc/research | | `groupByEnforcement(rules)` | Group rules by critical/high/medium | | `getRulesIndexPath(srcRoot)` | Get path to RULES-INDEX.md (or null) | | `generateConsolidatedRulesContent(srcRoot, provider, addonRuleFiles)` | Generate full index content with optional addon rules | | `cleanupOldRuleFiles(rulesDir, opts)` | Remove old individual .md files, preserving RULES-INDEX.md | ## Testing - 31 new unit tests covering all consolidation functions - 7 new integration tests validating deployment and cleanup behavior - All 76 tests passing (31 unit + 45 integration) ## Migration ```bash # Just redeploy — old files cleaned up automatically aiwg use sdlc # Or for a specific provider aiwg use sdlc --provider cursor ``` No manual cleanup needed. The deployment handles everything. ## Install ```bash npm install -g aiwg@2026.2.5 ``` ## Links - **Changelog**: [CHANGELOG.md](../../CHANGELOG.md) - **Issues**: #334 (parent), #335-#341 (implementation) - **Rules Index**: [RULES-INDEX.md](../../agentic/code/frameworks/sdlc-complete/rules/RULES-INDEX.md) - **Rules README**: [rules/README.md](../../agentic/code/frameworks/sdlc-complete/rules/README.md)