jmagly/aiwg - Page 2

generate-factory

Auto-generate test data factories from schemas, types, or models. Use when creating test data infrastructure, setting up fixtures, or reducing test setup boilerplate.

mutation-test

Run mutation testing to validate test quality beyond code coverage. Use when assessing test effectiveness, finding weak tests, or validating test suite quality.

tdd-enforce

Configure TDD enforcement via pre-commit hooks and CI coverage gates. Use when setting up test-first workflows or adding coverage gates.

test-sync

Detect orphaned tests, obsolete assertions, and test-code misalignment. Use for test suite maintenance, cleanup, and traceability validation.

corpus-snapshot

Generate a corpus snapshot report — computes dimensions, topology, degree distribution, delta from previous. Helps with cluster, chain, and gap analysis sections.

address-issues-threat-assess

Preflight issue bodies for prompt-injection and supply-chain risk before address-issues acts on them

install-plugin

Install Claude Code marketplace plugins or route local/Git wrappers through the supported package workflow

compound-memory

Orchestrate governed persistent project memory across immutable evidence, llm-wiki, line-memory, reviewed session candidates, generated outputs, and bounded context packs.

line-memory

Retain and retrieve small durable project facts through a bounded, recency-ordered plain-text memory

schedule

Route recurring work to a provider-native scheduler or an explicitly external host scheduler

steward

Provide provider capability awareness and route commands by answering what the current provider supports natively vs must emulate

marketing-quickref

AUTO-INVOKE when user mentions marketing, campaign, brand, content production, audience persona, copy, social media, marketing intake, approval workflow. Marketing framework quick reference — discovery phrases for campaign intake, brand compliance, content…

setup-generate

Generate a `setup.manifest.yaml` file for a project using the `setup.aiwg.io/v1`

setup-validate

Validate a `setup.aiwg.io/v1` SetupManifest file against the schema and run cons

address-issues-threat-assess

Preflight issue bodies for prompt-injection and supply-chain risk before address-issues acts on them

address-issues-threat-assess

Preflight issue bodies for prompt-injection and supply-chain risk before address-issues acts on them

aiwg-delivery-pr

AIWG-specific delivery pull request workflow; explicit alias for aiwg-pr, not a generic repository PR guide

aiwg-pr

AIWG-specific pull request delivery workflow for AIWG product/workspace changes; not the generic repository PR process

address-issues

Address open issues using issue-thread-driven agent loops with 2-way human-AI collaboration

flow-handoff-checklist

Orchestrate handoff validation between SDLC phases and tracks (Discovery→Delivery, Delivery→Ops, phase transitions)

flow-release

Config-driven release orchestration — reads .aiwg/release.config plus optional .aiwg/releases/<plan-id> sidecars and walks the selected release plan's gates

agent-persistence

Enable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive overrides, and recovery escalation.

aiwg-hooks

Install, configure, and inspect AIWG lifecycle hooks for tracing, permissions, session management, context injection, and quality gates.

aiwg-language-map

AIWG addons + extensions language map — categories, curated discover phrases, and per-bundle pointers covering everything beyond the framework quickrefs

auto-memory

Configure AIWG automatic-memory seed templates for project overview, testing, debugging, and architecture knowledge, with provider compatibility guidance.

droid-bridge

Configure and operate the Droid Bridge MCP integration that delegates authorized batch work to Factory Droid and exposes task monitoring.

llm-wiki

Enable and configure the llm-wiki addon for long-term, long-form project memory, select a wiki profile, and route ingestion and health checks through the knowledge-base and semantic-memory capabilities.

knowledge-base-quickref

AUTO-INVOKE when user mentions knowledge base, wiki, KB, semantic memory, llm-wiki, knowledge ingest, document corpus. Knowledge-base framework quick reference — discovery phrases for KB ingest/health, semantic-memory kernel skills, llm-wiki profiles.

validation-complete

Activate and run provider-normalized validation playbooks across configured AIWG providers, including single-provider and all-provider checks.

portable-complete

Use this complete portable fixture to verify Agent Skills round trips.

flow-syntax

Use when validating YAML flow syntax accepted by the pinned reference parser.

minimal

Use when validating the minimal normative Agent Skills fixture.

ralph

Execute iterative task loop until completion criteria are met - iteration beats perfection

archive-acquisition

Patterns for acquiring content from Internet Archive and archival sources

audio-extraction

ffmpeg patterns for extracting audio from video files and transcoding between formats

cover-art-embedding

Patterns for finding, processing, and embedding cover artwork into media files

integrity-verification

SHA-256 checksum manifest generation, self-verification, and PREMIS fixity patterns

metadata-tagging

opustags and ffmpeg patterns for applying metadata to audio and video files

provenance-tracking

W3C PROV-O patterns for tracking media derivation chains and production history

quality-filtering

Accept/reject logic and quality scoring heuristics for media content