document-processing

Ground claims against source material with the grounding CLI - single claim, one document, or many via source_map.yaml

PDF toolkit - extract text/tables, create/merge/split, fill and flatten forms, OCR scanned PDFs, batch-process

Build a structured deliverable from input documents - analyze, draft, verify, uniformize, deliver

Update an existing document processing output - re-verify, apply corrections, add new source material

Validate a document against rules and against its source - grounding plus tone/style/length/format compliance

Ground 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, run batch-ground, or verify claims against a source / sources.

Comprehensive 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-off or at scale.

Build 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 -> verify -> uniformize -> deliver. NOT for checking an existing document against a source (use the `validate` skill) and NOT for bare claim grounding (use the `grounding` skill) - this skill produces a new document.

Update 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 update the document, add a new source to the timeline, re-verify after sources changed, or apply corrections to an output.

Validate 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. Use when asked to validate a document, validate against rules, check compliance and grounding, or audit a document against a source.