77,210 skills — best first
Build Claude skills from extracted documentation. Use after doc-scraper/pdf-extractor to generate uploadable skill packages.
Package skills into uploadable ZIP files for Claude. Use after skill-builder/skill-enhancer to create final upload package.
Apply a SOUL.md identity to content generation, incorporating worldview, opinions, and character
Generate a SOUL.md identity file from source material, interactive prompts, or an existing voice profile
Enable soul enforcement by wiring SOUL.md into platform context files and deploying the enforcement rule
Validate a SOUL.md file against community best practices and quality criteria
Orchestrate multi-agent teams across AIWG providers natively on Claude Code or emulated via Mission Control elsewhere
Validate an entire AIWG addon package for completeness and release readiness
Transcribe scanned page images into per-page + combined Markdown source text for induction, via a provider-neutral vision adapter (codex CLI or a generic command template for Claude/any vision tool). Resumable, with retry + `# Page N` validation + extraction-status markers; optionally rasterizes a PDF to page PNGs first. Runs via `aiwg corpus vision-extract`.
W3C PROV-O patterns for tracking media derivation chains and production history
Query and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations
Scaffold a new agent definition file inside an existing addon or framework
Scaffold a new SKILL.md inside an existing addon or framework
Scaffold a new document template inside an existing addon or framework
Search AIWG knowledge base for help, documentation, and troubleshooting
Regenerate .cursorrules for Cursor with preserved team directives
Regenerate WARP.md for Warp Terminal with preserved team directives
Regenerate .windsurfrules for Windsurf with preserved team directives
Display workspace status dashboard showing installed frameworks, deployments, artifact counts, and health indicators
Generate W3C PROV-compliant provenance records automatically when agents create or modify artifacts
Manage AIWG behavior bundles that bind reactive directives and toolset configurations to specific agent types
Create, list, or recover mid-workflow checkpoints so interrupted work resumes from a known-good position
Create a well-formatted git commit and push to remote repository
Manage the user-level AIWG configuration file for persistent preferences across all projects
Render research-corpus markdown index views (by-topic, by-year, authors, citation-network, ...) from corpus state. As of
Show cost trends across multiple workflow sessions, surfacing expensive operations, spending patterns, and outliers
Set up personal AIWG customization mode from a local clone or fork — makes your clone the live global AIWG instance so edits go live immediately
Switch AIWG CLI to dev mode (local repo source), rebuild, deploy dev tools, and run a health check — all via the Steward agent
Read a multi-service OpenProse program directory, analyze all service contracts, and generate the Forme wiring manifest for inspection and debugging
Extract, classify, deduplicate, and enrich IOCs from investigation artifacts; map to STIX 2.1 observables
Manage bounded iteration loops for autonomous implementation — track retries, synthesize failure feedback, and escalate when limits hit
Lint and health-check the knowledge base. Finds orphan pages, missing cross-references, stale claims, broken wiki-links, and regenerates the index.
Ingest a source (URL, file, or freeform note) into the knowledge base. Creates a source summary and updates or creates relevant entity and concept pages.
Generalized Linux incident response and forensic analysis covering Debian/Ubuntu, RHEL/CentOS/Rocky, and SUSE families
Capture query synthesis as durable pages in semantic memory
Scaffold a new AIWG-managed project with .aiwg/ directory structure, starter CLAUDE.md, and framework registry
Audit npm projects for Shai-Hulud-class supply-chain exposure: lifecycle scripts, Git dependency prepare hooks, release-age gaps, publish-token exposure, trusted publishing, signed releases, and verifier docs.
Manage the AIWG ops ecosystem of sysops, devops, and itops workspaces and frameworks
Execute an OpenProse program within the current AIWG session, following the two-phase model (Forme wiring + Prose VM execution)
Validate an OpenProse program file against Prose contract grammar without executing it — checks frontmatter, contract structure, service references, and strategy syntax
Scaffold radar/freshness sidecars for research-corpus REFs. Pulls title/authors from the citation sidecar and GRADE from the analysis doc, defaults the refresh cadence from GRADE and the cluster from a corpus-local map, and stamps documentation/radar/REF-XXX-radar.md. Runs via `aiwg corpus radar-init`.
Analyze GitHub repositories for structure, documentation, dependencies, and contribution patterns. Use for codebase understanding and health assessment.
Download research papers and extract metadata
Generate summaries and literature notes from research papers
Run the research corpus lint ruleset to detect structural and referential integrity issues — orphan notes, missing frontmatter, broken references, missing GRADE assessments.
Restore the .aiwg/ directory from a migrate-workspace backup, listing available backups when none is specified
Create a complete addon package structure inside agentic/code/addons/
One-command TDD infrastructure setup with pre-commit hooks and CI coverage gates
Validate a `setup.aiwg.io/v1` SetupManifest file against the schema and run cons
Apply Sigma rules against log sources for threat hunting; convert rules to Elasticsearch, Splunk, and grep queries
Show SOUL.md enforcement state across all installed providers with quality check
Generate an AIWG voice profile from an existing SOUL.md identity file
Discover MCP tools and generate a phased UAT plan with agent-executable test specifications
Update AIWG to the latest stable version and re-deploy all installed frameworks from the registry
Validate AIWG extension definitions against the metadata schema and report errors with field names, line numbers, and remediation hints
Verify all citations in a document against the research corpus
Generate a SOUL.md from an existing AIWG voice profile
Assess workspace alignment and recommend cleanup or realignment actions at key lifecycle transition points
Configure Yarn's npmMinimalAgeGate (7-day default, 10-day high-sensitivity) for JavaScript projects on Yarn 4.x or later. Includes Corepack detection and lockfile-caveat warning.
ffmpeg patterns for extracting audio from video files and transcoding between formats
Scaffold a new command definition inside an existing addon or framework
Run a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps
Initialize AIWG configuration for an existing project by creating .aiwg/aiwg.config with provider and script entries
Manage the AIWG MCP server — start it, configure clients, and maintain the registered server registry
Ensure the session's AIWG installation is current and correctly deployed to the active provider
Capture a query answer and file it as a persistent artifact in .aiwg/working/answers/ with promotion guidance to a permanent destination.
Initialize an AIWG contribution workflow by creating a feature branch, configuring DCO, and linking a tracking issue
Generate a cost and token-spending report for the current or most recent workflow session
Contribute a user's AIWG customization back upstream as a PR — reviews for general applicability, creates branch, opens PR
Pull the latest upstream AIWG updates into the user's fork and rebuild — preserves user customizations
Initialize AIWG daemon mode configuration from a named profile for persistent background sessions
Show daemon health, active sessions, task queue, and subsystem status
Generate deployment configurations (Docker, Kubernetes) for the current project
Create a new agent with AI-guided expertise definition following the Agent Design Bible
Enable interactive design mode
Auto-fix discoverable issues
Run ESLint for JavaScript/TypeScript code quality and style enforcement. Use for static analysis and auto-fixing.
Configure and run the isolated eval loop pattern — generate, evaluate, refine until pass threshold met
Generate an aggregate agent quality report from evaluation results, showing scores, regressions, and recommendations
Run evaluation tests against a multi-agent workflow to assess orchestration quality and failure archetype resistance
Set or report the reproducibility mode governing how AIWG workflows execute, from standard to fully auditable
Submit a bug report, feature request, or feedback to the AIWG GitHub repository — prefills system context automatically
Build target system profile via SSH or cloud API enumeration
Trigger GRADE quality assessment automatically when new research sources or findings enter the corpus
Disable the AIWG context hook without uninstalling AIWG or deleting hook files
Enable the AIWG context hook in platform context files without re-deploying
Install plugins into Claude Code from the AIWG marketplace with registry lookup, download, and local deployment
Migrate the .aiwg/ directory from single-framework layout to the multi-framework layout with an automatic backup
Configure and review npm min-release-age controls for JavaScript projects, including 7-day default gates, 10-day high-sensitivity profiles, npm version requirements, and safe override handling.
Batch package every plugin in the workspace in a single release-prep operation
Bundle a single plugin into a distributable marketplace archive, validating metadata and optionally publishing
Interactive LLM inference pipeline design — elicits requirements, recommends pattern, scaffolds production-ready artifacts
Review GitHub pull requests for code quality, security, and best practices. Use for automated PR feedback and approval workflows.