Use when adding, reviewing, or debugging parallelism in ArcadeDB engine or server code - covers the dedicated thread pool inventory and sizing, saturation policy, lock-free read patterns, locking rules, Micrometer pool metrics, and the checklist a new pool must satisfy. Also use when deciding where to submit forked…
Create a new Stencila workflow. Use when asked to create, write, scaffold, or set up a workflow directory or WORKFLOW.md file. Covers workflow discovery, duplicate-name checks, ephemeral workflows, WORKFLOW.md frontmatter, DOT pipeline authoring, goals, agents, branching, composition, and validation.
Reviews, cleans up, and verifies code as production-ready in a folder/package or recent git changes. Groups files by intent, then runs a 5-chain pipeline per group (Simplification → Abstraction → Readability → Documentation → Production-Readiness Sweep) with one supervisor granting an industry-standard…
Review staged/unstaged changes and generate grouped, production-grade commit messages following Conventional Commits. Use when the user asks to review changes, write commits, prepare commits, or says "commit", "review changes", or "what did I change".
Senior-technical-writer voice for any prose documentation task — README, CHANGELOG, report, summary, runbook, post-mortem, design doc/ADR, PR description, JSDoc/docstring prose. Use when the user asks to write, rewrite, refactor, tweak, polish, or simplify any document; draft a report or summary; or whenever another…
Read, create, and convert Microsoft PowerPoint (.pptx) presentations — extract slide text to JSON/markdown, build decks from JSON/markdown outlines, and export to PDF.
Read, create, and convert Microsoft Excel (.xlsx) and CSV spreadsheets — extract sheets and tables to JSON, build workbooks from JSON/CSV, and export to PDF.
A PDF-processing skill for extracting text, tables, images, metadata, page counts, and word or character counts from PDF files. PDFs are fixed-layout documents that may contain text, scanned pages, or tables.
Generate, inspect, edit, and fill Korean HWP/HWPX documents using HwpForge. Use when the user asks to create a Korean government document, proposal, report, or official letter; convert Markdown to HWPX; convert an old HWP5 (.hwp) file to HWPX; fill in a Korean template (e.g. 국가과제 제안서) with content; edit/append content…
Comprehensive Word (.docx) skill: create, read, edit, and manipulate Word documents end-to-end. Covers turning Markdown or structured text into polished Word output, filling reusable templates ({{token}} or reference-doc), applying correct Chinese (CJK) typography defaults, generating bespoke docs from scratch with…
Route Office requests into the correct xlsx, docx, or pptx workflow, while preferring Slidev for new presentation drafts unless .pptx is explicitly required.
Bootstrap a reusable repository documentation hierarchy for AI agents. Use when starting a new project, initializing repo docs, setting up CLAUDE.md and AGENTS.md, defining L1/L2/L3 documentation layers, creating AGENTS.md symlinks, or designing a fractal documentation system that helps AI quickly understand and…
End-to-end checklist for adding a new input or output format to AILANG Parse (docparse). Use when the user says 'add support for X format', 'wire up a new parser', 'add .foo format', 'add a parser for .bar', 'support .baz files', 'ship format X', 'can we parse .qux', 'new format rollout', or mentions a file extension…
Run OfficeDocBench evaluation and refresh benchmark scores across the AILANG Parse website. Use when the user says 'run benchmarks', 'rerun the benchmark', 'refresh benchmark numbers', 'update bench scores', 'regenerate summary.json', mentions OfficeDocBench, asks to evaluate parsers, asks why scores are out of sync…
Create a new AILANG Parse documentation/landing page targeting a specific keyword or topic. Use when user says 'new landing page', 'new page for X', 'create a page about X', 'landing page for keyword X', or wants to add a documentation page to the docs/ site. Also use when the user references long-tail keywords, SEO…
Natively ingest Nextcloud files into the epistemic-graph knowledge graph via the nextcloud-agent MCP server — fetch a file over WebDAV and store its raw bytes as a content-addressed :Blob/:AssetOccurrence plus its extracted text (pdf/office/txt or image OCR) as a linked :Document. Use when the agent must make a…