v2026.3.1 Social Media Announcements

Twitter/X Thread

Tweet 1 (Hook)

AIWG v2026.3.1 — "Discovery & Durability"

Your AI agents can now search their own project artifacts. Plus forensics hardening, crash-resilient loops, and a full doc accuracy sweep.

npm install -g [email protected]

Thread with highlights:

Tweet 2 (Artifact Discovery)

Artifact Discovery — `aiwg index`

Agents no longer navigate blind. New subsystem lets them search artifacts, query dependency graphs, and check index health.

aiwg index query "authentication" --json aiwg index deps .aiwg/requirements/UC-001.md

Multi-graph architecture with incremental builds.

Tweet 3 (Forensics)

Forensics Framework Hardening

6 DFIR agents rewritten with full operational procedures — acquisition, container analysis, log analysis, network analysis, persistence hunting, triage.

3 commands expanded. 3 skills updated. 660-line integration test suite validates it all.

Tweet 4 (CLI)

CLI Quality of Life

--model sonnet — override all agent model selections in one flag --use-dev — point CLI at your local repo for framework development cleanup-audit — find dead code, unused exports, orphaned files

aiwg use sdlc --model sonnet --provider copilot

Tweet 5 (Doc Sync + Durability)

Documentation as Code

We ran our own doc-sync tool against ourselves and fixed 7 drift items — stale agent counts, missing skill manifest entries, a Copilot path mismatch.

Also: .aiwg/ artifacts are now version-controlled in git with npm/edge exclusion gates.

Tweet 6 (Numbers + CTA)

v2026.3.1 by the numbers:

90 SDLC agents
32 SDLC skills
47 CLI commands
8 platform targets
75 total skills across all packages

Changelog: https://aiwg.io/changelog GitHub: https://github.com/jmagly/ai-writing-guide Discord: https://discord.gg/BuAusFMxdA

Discord Announcement

Post to: #releases or #announcements

AIWG v2026.3.1 — "Discovery & Durability"

Big one. Agents can now search their own project artifacts, the forensics framework got hardened, and agent loops survive crashes.

Artifact Discovery (`aiwg index`) New subsystem for navigating `.aiwg/` artifacts programmatically. Build an index, query by keyword, inspect dependency graphs, check health stats — all with JSON output so agents can consume it directly.

aiwg index build
aiwg index query "authentication" --json
aiwg index deps .aiwg/requirements/UC-001.md --json

Forensics Hardening 6 agents rewritten with full operational detail (acquisition, container, log, network, persistence, triage). 3 commands expanded. 660-line integration test suite.

Color Palette Addon New standalone addon — generate accessible color palettes with WCAG contrast checking and trend analysis.

aiwg use color-palette

Ralph External Fixed the SnapshotManager crash. Loops now clean up state on completion. Added e2e tests with real process spawning.

CLI Improvements

`--model sonnet` — override all agent model selections in one flag
`--use-dev` — point CLI at local repo for framework dev
`cleanup-audit` — dead code analysis command

Doc Accuracy Sweep Ran doc-sync against ourselves. Fixed 7 drift items: agent counts (35+ → 90), command totals (44 → 47), 12 missing skills in manifest, Copilot path mismatch.

`.aiwg/` artifacts now tracked in git with npm/edge exclusion gates.

Install

npm install -g [email protected]

Changelog: https://aiwg.io/changelog Full announcement: https://github.com/jmagly/ai-writing-guide/blob/main/docs/releases/v2026.3.1-announcement.md

Post to: AIWG group

AIWG v2026.3.1 — Discovery & Durability

Highlights:

aiwg index — agents can now search project artifacts, query dependency graphs, and check index health
Forensics hardening — 6 agents rewritten, 3 commands expanded, 660-line integration test suite
Color Palette addon — WCAG-compliant palette generation
Ralph crash resilience — SnapshotManager fix, state cleanup, e2e tests
--model override — `aiwg use sdlc --model sonnet` sets all agents at once
--use-dev — local repo testing for framework development
Doc accuracy sweep — 7 drift items fixed, skill manifest 20 → 32 entries

Install: `npm install -g [email protected]`

Changelog: https://aiwg.io/changelog Discord: https://discord.gg/BuAusFMxdA

Post to: r/ClaudeAI, r/LocalLLaMA, or relevant AI dev subreddits

Title: AIWG v2026.3.1 — AI agents can now search their own project artifacts

Body:

Released v2026.3.1 of AIWG (AI Writing Guide), an open-source framework that gives AI coding assistants structured workflows, specialized agents, and artifact management across 8 platforms (Claude Code, Copilot, Cursor, Codex, Factory, OpenCode, Warp, Windsurf).

What's new in this release:

Artifact Discovery — New `aiwg index` subsystem. Agents can build an index of your `.aiwg/` project artifacts and then search by keyword, query dependency graphs, and check index health. Multi-graph architecture with incremental builds. This means agents stop navigating blind when working with requirements, architecture docs, and test plans.

aiwg index query "authentication" --json
aiwg index deps .aiwg/requirements/UC-001.md --json

Forensics Framework — 6 DFIR agents (acquisition, container, log, network, persistence, triage) rewritten with full operational procedures. 660-line integration test suite validates agent structure, manifest integrity, and cross-references.

Agent Loop Resilience — Ralph is our iterative task execution engine ("keep trying until tests pass"). This release fixes a crash in the external loop's SnapshotManager, adds automatic state cleanup, and adds e2e tests using real process spawning instead of mocks.

CLI improvements:

`--model sonnet` — blanket model override for all agents during deployment
`--use-dev` — point CLI at your local repo checkout for framework development
`cleanup-audit` — dead code analysis (unused exports, orphaned files, stale deps)

Documentation accuracy — We ran our own doc-sync tool against ourselves. Found and fixed 7 drift items including stale agent counts, missing skill manifest entries, and a Copilot path mismatch.

By the numbers: 90 SDLC agents, 32 SDLC skills, 47 CLI commands, 75 total skills, 8 platform targets.