v2026.3.2 — Service Release: Index Multi-Graph Fixes & Dev Mode CLI Delegation

Service release fixing three aiwg index bugs and upgrading dev mode to delegate the full CLI to your local build.

What's Fixed

aiwg index stats/query/deps without --graph failed with "No artifact index found" — all three commands were checking the legacy .aiwg/.index/metadata.json root path instead of the graph subdirectories (project/, codebase/). Now they check graph subdirs first with legacy fallback.

--use-dev only changed framework content — the CLI binary still ran npm-installed code. Now aiwg delegates all subcommands to your dev repo's src/cli/facade.mjs. After npm run build, every aiwg command runs your local code immediately.

--use-dev always used npm package root as path — now accepts an explicit path argument (aiwg --use-dev . or aiwg --use-dev /path/to/repo).

What's New

Framework graph — index agentic/code/ + docs/ explicitly:

aiwg index build --graph framework   # 1,625 artifacts
aiwg index query "topic" --graph framework --json

Multi-graph docs — docs/cli-reference.md now covers the --graph flag on all index subcommands, graph types table, and new output structure.

Install

npm install -g aiwg@2026.3.2

Refs

Fixes #425 | Roadmap: #426 (extensible user-defined graphs)

v2026.3.1 — Discovery & Durability

AIWG v2026.3.1 — "Discovery & Durability"

Highlights

What changed	Why you care
aiwg index subsystem	Agents can search, query deps, and inspect stats across .aiwg/ artifacts
Forensics agent gap-fills	6 agents and 3 commands rewritten; 660-line integration test suite
Color Palette addon	Accessible palette generation with WCAG contrast checking
Ralph crash resilience	SnapshotManager fix, state cleanup, e2e tests
.aiwg/ tracked in git	Project artifacts version-controlled, excluded from npm/edge
Doc accuracy sweep	7 drift items fixed across docs, manifests, and platform paths
--model override	aiwg use sdlc --model sonnet sets all agents at once
--use-dev flag	Local repo testing for framework development

Install

npm install -g aiwg@2026.3.1

Links

• Full Announcement
• Changelog
• Discord

v2026.2.14 — Forensics & Manageability

Highlights

What changed	Why you care
Forensics-complete DFIR framework	Full digital forensics lifecycle — 13 agents, 9 commands, 10 skills, Sigma hunting, evidence chain-of-custody
Codebase manageability tooling	Rules and tools to keep agent-generated code within context window limits
17 specialist agents + 7 team configs	Cloud platform experts (AWS/Azure/GCP), framework specialists, pre-built team compositions
UAT-MCP toolkit addon	MCP-powered user acceptance testing with coverage tracking
8 model & prompting guides	Optimization guides for Claude, GPT, local models, and prompting techniques

Codebase Manageability (#402-#407)

New rules, commands, and skills that prevent agent-generated codebases from growing past context window limits:

• agent-friendly-code rule — 300 LOC warning, 500 error thresholds per file
• agent-generation-guardrails rule — runtime checks before writing files
• /codebase-health command — agent-readiness score with recommendations
• /complexity-gate command — CI pass/fail with baseline mode
• /decompose-file skill — guided file splitting with import rewiring
• /code-chunker skill — navigable structural maps of large files

Installation

npm install -g aiwg@2026.2.14
aiwg use sdlc        # Re-deploy to get new rules, agents, commands, skills
aiwg use forensics   # Deploy forensics framework

Full Changelog

See v2026.2.14 announcement for complete details.

v2026.2.13

What's New

• Site deploy on tag push (#355) — Pushing a version tag now auto-triggers an aiwg.io rebuild so the marketing site stays current
• Skill/command name collision fix — Providers now prefer skills over commands when both share a name, preventing silent overwrites

Install

npm install -g aiwg@2026.2.13

Full changelog: v2026.2.12...v2026.2.13

v2026.2.12 "Doc Sync & Accelerate"

Highlights

What changed	Why you care
aiwg doc-sync command	Detect and auto-fix documentation-code drift with 8 parallel auditors
aiwg sdlc-accelerate command	Go from idea to construction-ready with a single command
2 new skills	doc-sync and sdlc-accelerate with natural language triggers
HashiCorp references removed	Framework is now vendor-neutral for infrastructure tooling
CLI reference corrected	Command counts and categories match the actual 42-command inventory
24 integration tests	Full coverage for accelerate pipeline logic

New Commands

# Documentation-code drift detection and auto-fix
aiwg doc-sync code-to-docs --dry-run
aiwg doc-sync code-to-docs
aiwg doc-sync full --interactive

# End-to-end SDLC ramp-up pipeline
aiwg sdlc-accelerate "Customer portal with real-time chat"
aiwg sdlc-accelerate --from-codebase .
aiwg sdlc-accelerate --resume
aiwg sdlc-accelerate "My project" --dry-run

Install / Update

npm install -g aiwg@2026.2.12

Issues Resolved

#343, #344, #345, #346, #347, #348, #349, #350, #351, #352, #353

Full release notes: v2026.2.12 announcement

v2026.2.10 - Alt Platform Service

Full Changelog: v2026.2.9...v2026.2.10

v2026.2.9 - Manifest Native

AIWG v2026.2.9 — "Manifest Native" Release

Released: 2026-02-15

This release completes provider normalization around manifest-driven discovery so framework/addon deployment no longer depends on scattered provider-specific curation. Codex now receives the same research and media-curator deployment coverage as the other providers.

Highlights

What changed	Why you care
Manifest-native provider deployment	Framework artifacts are discovered from manifests/shared utilities instead of hardcoded per-provider lists
Codex framework parity	Research and Media Curator components are now included through the same mode-aware discovery path
Lower maintenance overhead	Adding new frameworks/components is significantly more automatic once manifests are present
Test coverage updates	Integration and smoke tests now assert normalized provider behavior for framework deployment

Provider Normalization

All 8 providers now align on shared discovery behavior:

• Claude
• Codex (OpenAI)
• Copilot
• Cursor
• Factory
• OpenCode
• Warp
• Windsurf

Instead of each provider manually curating framework directories, deployment now uses centralized manifest-aware helpers to resolve frameworks and artifacts by mode.

Codex: Research + Media Curator Coverage

Codex deployment scripts now use framework discovery for command and skill selection, which closes gaps where newly added frameworks could be missed in Codex-specific install paths.

What this enables

# These now deploy consistently for Codex via the normalized discovery path
aiwg use research --provider codex
aiwg use media-curator --provider codex

Manifest-Driven Extensibility

A framework with a valid manifest.json and standard component layout is now discoverable by provider deployment without requiring one-off changes in each provider module.

This release also adds explicit manifest metadata for research-complete to support that flow.

Install / Update

npm install -g aiwg@2026.2.9

# Or update existing installation
aiwg update

Full Changelog

See CHANGELOG.md for complete details.

v2026.2.8 "Full Catalog"

Highlights

What changed	Why you care
aiwg use media-curator	Media Curator framework now deployable standalone across all 8 providers
aiwg use research	Research Complete framework now deployable standalone across all 8 providers
Complete provider list	All 8 providers shown in aiwg help (was 4)
Documentation audit	Stale agent counts, deprecated CLI syntax, missing framework refs — all fixed

New Commands

aiwg use media-curator                    # 6 agents, 9 commands, 9 skills
aiwg use research                         # 8 agents, 10 commands
aiwg use media-curator --provider cursor  # Works with all 8 providers

All four frameworks are now first-class CLI targets:

• aiwg use sdlc — SDLC Complete (70+ agents)
• aiwg use marketing — Media Marketing Kit (37 agents)
• aiwg use media-curator — Media Curator (6 agents, 9 commands, 9 skills)
• aiwg use research — Research Complete (8 agents, 10 commands)

Install

npm install -g aiwg@2026.2.8

Full changelog: https://github.com/jmagly/aiwg/blob/main/CHANGELOG.md

v2026.2.7 — Media Curator

Media Curator Framework

New AIWG framework for intelligent media archive management — 31 files providing the full pipeline from discography analysis through multi-platform export.

What Changed	Why You Care
New media-curator framework	Complete AI-powered media archive management
6 agents	Discography analysis, source discovery, acquisition, quality assessment, metadata curation, completeness tracking
9 commands + 9 skills	Full pipeline from /analyze-artist through /export
5 export profiles	Plex, Jellyfin, MPD, mobile, archival — out of the box
Field-tested	Proven on 94GB prototype (1,109 files)

Key Capabilities

• Multi-source acquisition (YouTube, Internet Archive, Bandcamp)
• Quality filtering with configurable accept/reject criteria
• MusicBrainz/Discogs metadata integration
• GAP-NOTE.md pattern for tracking missing content
• W3C PROV/PREMIS-compliant archive integrity
• Completeness scoring with gap analysis

Install / Update

npm install -g aiwg@2026.2.7
aiwg use media-curator

Issues Closed

#75, #76, #77, #78, #79, #80, #81, #82, #83, #253

Full announcement: docs/releases/v2026.2.7-announcement.md

v2026.2.4 - "Issue Thread" Release

Highlights

What Changed	Why You Care
/address-issues command	Issue-thread-driven ralph loops with 2-way human-AI collaboration via issue comments
Context window budget	Configure AIWG_CONTEXT_WINDOW to control parallel subagent limits on local/GPU systems
--interactive and --guidance	Standard AIWG parameters for discovery prompts and upfront direction

/address-issues — Issue-Driven Ralph Loop (#333)

Turns your issue tracker into a collaboration surface. Each ralph cycle posts structured status to the issue thread, scans for human feedback, and incorporates it. Say "address the open issues" or "tackle issue 17" and AIWG handles the rest.

• 3-step cycle: work → post status → scan thread
• Thread scanning classifies comments (feedback/question/approval/correction)
• Multi-issue strategies: sequential, batched, parallel
• --interactive, --guidance, --branch-per-issue, --max-cycles, --filter, --all-open
• Gitea (MCP) and GitHub (gh) provider support

Context Window Budget Configuration

Set AIWG_CONTEXT_WINDOW: 100000 in your CLAUDE.md to auto-scale parallel subagent limits for local/GPU systems.

Context Window	Max Parallel Subagents
≤64k	1-2
65k-128k	2-4
129k-256k	4-8
257k-512k	8-12
>512k	12-20

Install

npm install -g aiwg@2026.2.4

Full release notes | CHANGELOG