aiwg-utils-quickref

原文涵盖的主题

• AIWG Core Utilities — Quick Reference
• How to use this quickref
• Framework quickrefs (loaded if framework is installed)
• Addons & extensions (separate kernel quickref)
• Self-maintenance kernel (always loaded)
• Session handoff
• Status intent disambiguation
• Capability domains

This is your always-loaded core directory for AIWG. It does not list every utility skill. Instead, it teaches the cross-cutting domains and gives you curated search phrases that map to aiwg discover lookups, plus a list of which framework-specific quickrefs are loaded. aiwg show returns a metadata card. Inspect its outline, then fetch a needed --section "Heading" or use --body for the full instructions. Fetch required rules with --rules --with-rule-bodies before governed work. Routing authority: aiwg show rule skill-discovery --body (kernel). Skill/CLI precedence: aiwg show rule cli-secondary --body. The capability phrases below are lookup aids. If a user asks about a specific framework's surface, the corresponding quickref is your first stop. These are kernel-resident, so they're already in your context: sdlc-quickref — software-development-lifecycle workflows forensics-quickref — incident response and digital forensics research-quickref — research corpus and citation workflows media-curator-quickref — media archive management marketing-quickref — marketing operations and campaigns ops-quickref — operational infrastructure and runbooks security-engineering-quickref — applied secur

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