Extend LLM and embedding adapters in unstract/sdk1. Use when adding new adapters (LLM or embedding), removing adapters, adding/removing models to existing adapters, or editing adapter configurations. Supports OpenAI-compatible providers, cloud providers (AWS Bedrock, VertexAI, Azure), and self-hosted models (Ollama).
Manage Unstract connectors - add, remove, or modify database, filesystem, and queue connectors. This skill handles backend code, JSON schemas, tests, logo fetching, and dependency management. Use when the user wants to create a new connector, delete an existing one, or modify connector behavior.
Creates git worktrees for isolated development. Use when user wants to "create a worktree", "start a new feature branch", "work on a fix in isolation", or needs a parallel development environment.
A method for organising research that uses several sources and needs fact checking. It breaks a broad question into smaller investigations, checks important claims and combines the results into a cited report.
A guidance skill for adding small, static HTML/CSS visual previews to Markdown when a diagram, comparison, timeline, metric display, or layout sketch would be clearer than text. It does not use JavaScript.
A tool for searching and reading documents stored in a configured knowledge base. It can find relevant passages, open documents, locate terms, and show the knowledge base’s mind map.
Review an ExStruct ADR draft for decision quality, overlap with existing ADRs and specs, evidence strength, rollout risk, and human-ownership escalations. Use only after adr-linter reports no unresolved high/medium findings on the current draft, and when you need design-review findings before merge or handoff.
Retrieve and format Codacy analysis issues by running scripts/codacyissues.py in the ExStruct workspace. Use when users ask to inspect repository or pull-request Codacy findings, filter by severity, or produce structured issue output for review and fix planning.
Use ExStruct CLI to validate, inspect, create, and edit Excel workbooks safely. Trigger when an agent needs exstruct patch, exstruct make, exstruct validate, exstruct ops list, or exstruct ops describe, especially for create-vs-edit decisions, dry-run workflows, backend constraints, or safe workbook-edit guidance.
A complete methodology for turning scanned or image-based learning materials into high-quality desktop, web, or mobile practice products. Covers visual transcription, data assembly, answer-key-driven controls and grading, product design, animation, validation, and long-term maintenance. Use when a user wants to…
Redraw a litigation diagram into a restrained, court-ready presentation graphic (SVG + PNG) WITHOUT changing any text or legal meaning. Use this whenever the user supplies a case timeline, a legal process flowchart, OR a party/relationship diagram and wants it cleaned up, beautified, redrawn, made professional…
Turn raw case materials into a faithful, court-ready case timeline (SVG + PNG + PPTX + VSDX + drawio, plus a traceability index in Word). Use this whenever the user hands over litigation materials — a judgment, complaint, defence, evidence list, contract, bank or Alipay statement, WeChat screenshots, scanned exhibits…
Generate finished PDFs from Markdown or HTML via the Nutrient DWS Build API - single files or whole directories - with compliance-grade output options (accessible PDF/UA, archival PDF/A, text watermarks) and built-in conformance verification. Use when the user asks to make, generate, export, or batch-convert PDFs from…
Process documents with Nutrient DWS. Use when the user wants to generate PDFs from HTML or URLs, convert Office/images/PDFs, assemble or split packets, OCR scans, extract text/tables/key-value pairs, redact PII, watermark, sign, fill forms, optimize PDFs, or produce compliance outputs like PDF/A or PDF/UA. Triggers…
Upload documents to Nutrient-managed cloud storage and mint browser viewer session JWTs via the Nutrient DWS Viewer API (cloud-hosted document viewing). Use when the user wants to embed a document viewer backed by the cloud, mint a viewer session token, add annotation/forms/signing or real-time collaboration without…
Read-only document awareness through the File AI MCP server. Use when Codex needs to understand, summarize, search, cite, compare, or answer questions about local documents including PDF, DOCX, XLSX/CSV, PPTX, email, archives, Markdown, code, JSON, logs, and plain text without manually inspecting ZIP, OOXML, PDF, or…