datascience
claudecodexData science project standards - notebook structure, rich output styling, copier scaffolding, and compliance review
20 skills · 15 commands
Structured document processing with source grounding (lexical-mode default: CPU-only frozen logistic with 3 effort tiers; optional semantic + NLI entailment), uniformization, PDF manipulation, and validation
Plugin document-processing from marketplace stellarshenson-marketplace in stellarshenson/claude-code-plugins. Commands read from the repo's manifest — 3 days ago.
groundingGround claims against source material with the deterministic grounding CLI - single claim, a whole document's claims, or a batch of documents via source_map.yaml. Pure grounding, no tone/style/format compliance (that is the `validate` skill). Use when asked to ground, do grounding, check grounding,
pdfComprehensive PDF toolkit - extract text and tables, create / merge / split PDFs, fill and flatten forms, OCR scanned PDFs, batch-process many PDFs with error handling and exit codes. When Claude needs to fill in a PDF form or programmatically process, generate, analyze, or OCR PDF documents - one-o
processBuild a structured deliverable FROM source files - reconstruct a timeline, draft a statement, assemble a catalogue, synthesize a position paper from 1-input/ sources into a traceable 3-output/ document. Generates a tailored INSTRUCTIONS.md + BENCHMARK.md, scaffolds 2-wip/, runs analyze, draft, verif
updateUpdate an existing processed document in 3-output/ - add a new source to 1-input/, apply corrections found in the output, re-apply changed uniformization rules, or re-verify against updated sources. Always re-runs the grounding CLI on the changed content before declaring done. Use when asked to upda
validateValidate a finished document against rules AND against its source - first grounds every claim via the grounding CLI, then checks tone, style, length, format, focus and custom rules. Produces a validation/ folder with grounding report, compliance checklist, summary, and a best-effort corrected copy.
/document-processing:groundingGround claims against source material with the grounding CLI - single claim, one document, or many via source_map.yaml
/document-processing:pdfPDF toolkit - extract text/tables, create/merge/split, fill and flatten forms, OCR scanned PDFs, batch-process
/document-processing:processBuild a structured deliverable from input documents - analyze, draft, verify, uniformize, deliver
/document-processing:updateUpdate an existing document processing output - re-verify, apply corrections, add new source material
/document-processing:validateValidate a document against rules and against its source - grounding plus tone/style/length/format compliance
Data science project standards - notebook structure, rich output styling, copier scaffolding, and compliance review
20 skills · 15 commands
SVG infographic creation with grid-first design, CSS theme classes, dark/light mode, validation tools, and 60+ reference examples
7 skills · 6 commands · 1 agent
Critical document analysis with persona-driven risk scoring, iterative scorecard evaluation, and versioned corrections - plus adversarial-review, hostile red-team review of code and artefacts with pluggable expert adversaries
6 skills · 5 commands · 2 agents
Micro project management - acceptance criteria and defects as markdown checklists with permanent ids, author handles, severity triage, and computed reports
6 skills · 5 commands · hooks
Project journal management - append-only entries, continuous numbering, verification, and archiving
6 skills · 5 commands
Autonomous build iteration orchestrator with multi-agent review, FSM-driven lifecycle, and YAML-configured workflows
4 skills · 1 command · 1 agent
Claude API and SDK documentation skill for building LLM-powered applications
19 skills
Comprehensive toolkit for developing Claude Code plugins. Includes 7 expert skills covering hooks, MCP integration, commands, agents, and best practices. AI-assisted plugin creation and validation.
7 skills · 1 command · 3 agents
ADR lifecycle management — create, index, supersede, and link Architecture Decision Records to code
5 skills · 1 command · 1 agent
Generate natively editable PPTX from PDF / DOCX / URL / Markdown — real DrawingML shapes, text boxes, charts, and animations. Note: run `pip install -r requirements.txt` inside the installed plugin directory for the Python post-processing scripts to work.
1 skill
Up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your coding agent's context.
1 MCP server
OpenAPI specification generation, Mermaid diagram creation, tutorial writing, API reference documentation
3 skills · 1 command · 5 agents
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