jmagly/aiwg - 第 2 页

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.

原文语言：英语

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.

原文语言：英语

tdd-enforce

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

原文语言：英语

test-sync

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

原文语言：英语

corpus-snapshot

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

原文语言：英语

address-issues-threat-assess

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

原文语言：英语

install-plugin

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

原文语言：英语

compound-memory

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

原文语言：英语

line-memory

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

原文语言：英语

schedule

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

原文语言：英语

steward

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

原文语言：英语

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…

原文语言：英语

setup-generate

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

原文语言：英语

setup-validate

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

原文语言：英语

address-issues-threat-assess

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

原文语言：英语

address-issues-threat-assess

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

原文语言：英语

aiwg-delivery-pr

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

原文语言：英语

aiwg-pr

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

原文语言：英语

address-issues

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

原文语言：英语

flow-handoff-checklist

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

原文语言：英语

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

原文语言：英语

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.

原文语言：英语

aiwg-hooks

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

原文语言：英语

aiwg-language-map

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

原文语言：英语

auto-memory

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

原文语言：英语

droid-bridge

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

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

validation-complete

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

原文语言：英语

portable-complete

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

原文语言：英语

flow-syntax

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

原文语言：英语

minimal

Use when validating the minimal normative Agent Skills fixture.

原文语言：英语

ralph

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

原文语言：英语

archive-acquisition

Patterns for acquiring content from Internet Archive and archival sources

原文语言：英语

audio-extraction

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

原文语言：英语

cover-art-embedding

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

原文语言：英语

integrity-verification

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

原文语言：英语

metadata-tagging

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

原文语言：英语

provenance-tracking

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

原文语言：英语

quality-filtering

Accept/reject logic and quality scoring heuristics for media content

原文语言：英语