jmagly/aiwg - Page 9

forensics-investigate

Full multi-agent investigation workflow

approval-workflow

Route marketing assets through multi-stakeholder approval chains with status tracking and escalation

research-acquire

Download research papers and extract metadata

aiwg-doctor

Run a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps

use

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

rlm-mode

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

rlm-status

Show status of RLM task tree execution

fanout

Dispatch the same query to multiple subagents in parallel across chunks in a manifest and aggregate results with source provenance

soul-blend

Merge multiple SOUL.md files into a composite persona for team-level agents or multi-perspective characters

soul-enhance

Improve an existing SOUL.md by identifying vague sections, suggesting missing content, and generating calibration examples

soul-validate

Validate a SOUL.md file against community best practices and quality criteria

prose-detect

Locate an existing OpenProse installation via env var, AIWG config, local install, plugin manifest, or global CLI. Returns PROSE_ROOT; triggers prose-install if not found.

prose-install

Install OpenProse for AIWG when not found. Tries `npx skills add`, falls back to git clone, then saves the resolved path to .aiwg/config.json.

ai-pattern-detection

Detect AI-generated writing patterns and suggest authentic alternatives. Use when reviewing or editing content, or when the user mentions authenticity or natural voice.

container-forensics

Forensic investigation of Docker, containerd/CRI-O, and Kubernetes — inventory, escape detection, eBPF runtime monitoring, RBAC and etcd audit. Use when investigating container compromise.

log-analysis

Correlate auth.log, syslog, journald, application, and web logs to detect brute force, privilege escalation, and lateral movement.

auth-factor-design

Decision aid for authentication factor architecture — have/know/are mapping, coercion resistance, FIDO2 PIN/UV policy, and PRF hot-path anti-patterns.

chain-of-trust-design

Decision aid for bootstrap and verification chains — forces the 'what authenticates the authenticator' question; patterns for signed bootstrap, measured boot, recovery.

crypto-primitive-selection

Decision aid for choosing AEAD, KDF, MAC, and signature primitives — flags anti-patterns (CBC-without-MAC, ad-hoc KDF, key reuse, PBKDF2-on-high-entropy).

physical-threat-modeling

Threat library for physical-access threats STRIDE and OWASP Top 10 miss — evil-maid, DMA, hostile peripheral, travel-host, coercion, cold-boot, side-channel.

secret-handling-runtime

Decision aid for runtime secret hygiene — fd passing, scratch surface, error-path safety, identifier hygiene, and avoiding the SECRETS_ENV aggregation anti-pattern.

supply-chain-trust

Decision aid for supply-chain trust beyond CVE/SBOM — pinning depth, reproducible builds, snapshot pins, firmware locking, and vendor+hash-lock for critical-path deps.

degraded-mode-design

Decision-aid skill for fail-closed vs fail-open behavior. Forces a degraded-mode matrix and rejects "type Y to override" prompts in favor of multi-step ceremonies

dev-doctor

Run a development-focused health check on the AIWG repository structure

dev-mode-init

Switch AIWG CLI to dev mode (local repo source), rebuild, deploy dev tools, and run a health check — all via the Steward agent

devkit-create-addon

Create a new AIWG addon with AI-guided setup

devkit-create-extension

Create a new AIWG extension (framework expansion pack) with AI-guided setup

devkit-create-framework

Comma-separated phase names

devkit-test

Auto-fix discoverable issues

devkit-validate

Validate addon, framework, or extension structure and manifest

link-check

Verify @file references in AIWG skills and agents against the linking contract — per-file or corpus-wide, with optional auto-fix

validate-addon

Validate an entire AIWG addon package for completeness and release readiness

validate-component

Validate a single AIWG component (skill, agent, or command) for completeness and correctness

eval-agent

Run evaluation tests against an agent to assess quality and archetype resistance

eval-workflow

Run evaluation tests against a multi-agent workflow to assess orchestration quality and failure archetype resistance

voice-analyze

Reverse-engineer voice profiles from sample content by analyzing writing patterns

voice-blend

Combine multiple voice profiles with weighted mixing to create hybrid voices

voice-create

Generate custom voice profiles from natural language descriptions by mapping tone, formality, and domain to voice dimensions

forensics-hunt

Threat hunt using Sigma rules against log sources

forensics-ioc

Extract and enrich indicators of compromise