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Scaffold a new SciAgent-Skills entry. Picks pipeline/toolkit/database/guide template, creates skills/{category}/{name}/SKILL.md with valid frontmatter, appends the registry.yaml entry, runs validation. Enforces name uniqueness, kebab-case, description keyword rules, schema rules from CLAUDE.md. TRIGGER when user says (any language): "add a SciAgent skill", "add a skill for <X>", "create new skill"

Use when a page ranks for a keyword but isn't in the top 3 and you want to know exactly what's missing. The agent compares the page to the top-ranking competitors and produces a specific list of entities, subtopics, and relationships to add.

Deep audit producing a handoff document to get another agent fully up to speed

Drives Google NotebookLM via the cli-web-notebooklm command-line tool — create and manage notebooks, add URL/text sources, ask questions grounded in the sources, and generate/download artifacts (audio overview, video, slide deck, mindmap, study guide, quiz, FAQ, briefing, infographic, data table). Use when the user asks about NotebookLM or wants to build notebooks, query sources, or produce study

Use cli-web-notebooklm to interact with Google NotebookLM — create notebooks, add sources, ask questions, generate artifacts (audio, video, slides, mindmap, study guide, quiz, briefing, infographic, data table). Invoke this skill whenever the user asks about NotebookLM, wants to create notebooks, add sources to a notebook, ask a notebook questions, generate study materials, create presentations, p

Documents the template inventory and variable contract behind scaffold-cli.py — which Jinja2 template renders with which variables for each site profile. Use during Phase 2 scaffolding when choosing scaffold flags or understanding what the generated boilerplate contains. The scaffold-cli.py script is the primary path.

Show memory system health — word counts, stale entries, hook status, recommendations.

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Detect and analyze geometric clashes in BIM models. Identify MEP, structural, and architectural conflicts before construction.

Convert RVT files to IFC format. Support IFC2x3, IFC4, IFC4.3 with customizable export settings.

Works with the CWICR database across 9 languages, providing cross-language matching, translation, and regional pricing.

Forecast project cash flow based on schedule and cost data. Generate S-curves and payment projections.