Individual skill
grammarly-document-evaluator
Validate, plan, and explicitly execute Grammarly Writing Score, AI Detection, or Plagiarism Detection document jobs using the documented create, presigned upload, and poll lifecycle. Use when an operator needs to score a document, detect AI-generated content, check originality, diagnose a malformed document submission, or verify API result fields. Do not use for browser-editor grammar suggestions, live text rewriting, license deletion, or undocumented webhooks. Trigger with "score this document", "run Grammarly AI detection", "check this document for plagiarism", or "diagnose this Grammarly document job".
skills/.curated/grammarly-document-evaluator/SKILL.md
Source commit 0500b275e963c027f6b410e8c49c0446945c574e
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- Yes
- Scanner rules are current
- No
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- Observed behavior
- Not checked yet
- Last checked
- Nov 12, 2026
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Repository context
- Repository stars (not skill ratings)
- 2,916
- Repository last updated
- Nov 12, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- saas Declared skill tag
- grammarly Declared skill tag
- document-analysis Declared skill tag
- security Declared skill tag
- operator-workflow Declared skill tag
- security Derived category
Files and excerpt
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SKILL.mdcore · 6,514 bytesSKILL.mdcore · 6,514 bytesSKILL.mdcore · 6,514 bytesSKILL.mdcore · 6,514 byteseval-spec.yamlasset · 3,831 bytesreferences/api-contract.mddoc · 1,852 bytesreferences/security-boundaries.mddoc · 2,824 bytesscripts/audit_submission_manifest.pyruns · 8,998 bytesscripts/grammarly_api.pyruns · 19,047 bytesscripts/run_document_evaluation.pyruns · 8,061 bytes
Read excerpt
# Grammarly Document Evaluator
## Overview
Run Grammarly's three documented document APIs without inventing a direct-text
endpoint. The helper is dry-run by default. Before upload, it can create a metadata-only
request that reveals only the sanitized presigned origin for approval. Inspection
requires an `INSPECTION_READY` manifest before OAuth. Live execution requires an exact digest and a READY closed-schema safety manifest bound to the
operation, bytes, and both destinations. It reads OAuth credentials only from the
process environment, bounds polling locally, and emits no token, full upload URL, raw
request identifier, or document text.
## Prerequisites
