Skill rating

Start an agentic session with pre-flight health checks, auto-repair, optional MCP injection, and provider launch

Manage the user-level AIWG configuration file for persistent preferences across all projects

Remove a deployed framework or addon from the current workspace

Update AIWG through its install-aware updater and re-deploy all installed frameworks from the registry

List the frameworks and addons currently installed in the workspace registry

Orchestrate multi-agent teams across AIWG providers natively on Claude Code or emulated via Mission Control elsewhere

Manage the AIWG ops ecosystem of sysops, devops, and itops workspaces and frameworks

Execute a named script defined in .aiwg/aiwg.config or list all available scripts

Deploy AIWG frameworks and addons to the current workspace across supported providers

Refine brand identity through metaphor testing, competitive research, and owner-grounded verification tied to repository reality

Check build and CI configuration for warning-as-error, strict typechecking, and language-specific compiler/linter floors

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

Tier-3 steward routing reference lookup for full CLI tables, deploy paths, issue/project-local routing, orchestration routes, diagnostics, and provider capability examples

Build correlated event timeline from multiple sources

Detect language/toolchain and emit CI job recipes that build with runtime sanitizers (ASan/UBSan/MSan/TSan, race detectors, faulthandler)

Guide a reporter through filing a private vulnerability report and route it to the project's configured private channel — never to a public issue tracker

Tier-3 steward worked examples, report scaffolds, session reload guidance, deploy errata, Hermes composition notes, and AIWG badge helper reference

Validate a Flow graph manifest, explain semantic diagnostics, and emit one provider-neutral normalized composition contract.

Detect candidate fuzz targets and emit CI recipes for libFuzzer/AFL/cargo-fuzz/atheris/fast-check harnesses, plus OSS-Fuzz integration patterns

Reconcile a supplied public-meeting transcript, vote ledger, and official minutes while preserving uncertainty and requiring human verification.

Threat hunt using Sigma rules against log sources

Find papers similar to the corpus using seed-based Semantic Scholar recommendations and a ranked candidate queue

Triage research-corpus artifacts for LLM residue, placeholder/template markers, unresolved citation markers, non-final experiment language, and submission risks. Per-REF scoring → pass / review / quar

Generate provenance coverage dashboard and statistics

Query provenance chains to trace artifact derivation and impact

Setup Warp Terminal with AIWG framework context (preserves existing content)

Detect issue references in commits and artifacts and automatically update or close linked tracker issues

Perform GRADE quality assessment on a research source

Run deterministic source, citation, freshness, privacy, meeting-certainty, accessibility, correction-state, and human-approval checks before civic publication.

Reconfigure the browser-control wiring. Rotate the Playwright MCP Bridge token, switch the target browser, or fully tear down the AIWG registration and provider injection. Walks the user through exten

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

Verify configured secondary git mirrors are present and not drifting from the primary remote/default branch

AUTO-INVOKE for steward feature-domain routing — authoring an expansion (extension/addon/framework), creating or selecting a persona/SOUL identity, or scaffolding a project. Thin discover anchors for

Synchronize documentation and code with bounded, scope-first drift checks

Induct research sources (issue, file, directory, or URI) into a research corpus — reads, annotates, and files structured induction tasks. Like address-issues but for research.

Launch an AIWG Mission — durable, audited dynamic agent orchestration toward a completion criterion. AIWG owns the conductor (activity-log, gates, best-output, checkpoint/resume, cost); native primiti

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

Create, list, or recover workflow checkpoints and prepare a handoff for a new session so interrupted work resumes from a known-good position

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

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

Display the current AIWG version, release channel, and installation path

Detect requests for recursive decomposition and large-scale operations that benefit from RLM processing

Track private vulnerability reports from triage through fix, CVE coordination, embargo, publication, and post-disclosure closure

Orchestrate continuous security validation, threat modeling, vulnerability management, and security gate enforcement across SDLC phases

Benchmark current research-query and direct lexical baselines against experimental vector, BM25, typed concept-graph PPR, and RRF source selection without replacing production retrieval.

Evidence acquisition with chain of custody and hash verification

Enable interactive question mode

Detect performance regressions by comparing benchmarks across versions with latency, throughput, and statistical significance analysis

Compare FlowGraph composition policies with fixed tasks, requested-versus-realized resources, failure injection, and an evidence claim gate

Show investigation status dashboard