Documentos

Scientific presentations for conferences, seminars, thesis defenses, and grant pitches. Slide design, talk structure, timing, data viz for slides, QA. PowerPoint and LaTeX Beamer. For posters use latex-research-posters.

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

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.

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

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

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Generate Quantity Take-Off (QTO) reports from BIM/CAD data. Extract volumes, areas, counts by category. Group elements, apply calculation rules, and create cost estimates automatically.

Calculate construction costs using resource-based method. Estimate project costs from work items, physical resource norms, and current prices.

Extract structured data from construction PDFs. Convert specifications, BOMs, schedules, and reports from PDF to Excel/CSV/JSON. Use OCR for scanned documents and pdfplumber for native PDFs.

Analisa e compara propostas de subcontratados com os benchmarks CWICR. Avalia preços, identifica discrepâncias e apoia a negociação.