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autopilot-doc

Coordinate end-to-end document strategy tasks from discovery through draft and refinement.

7|Updated Mar 19, 2026
Search Tags:#drafting#autopilot#artifact-management#research-workflow#document-strategy#qa-gating
One-click install
npx skills add https://github.com/dmlguq456/claude_setting --skill autopilot-doc
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autopilot-doc
Source: https://github.com/dmlguq456/claude_setting/tree/main/skills/autopilot-doc
Command: npx skills add https://github.com/dmlguq456/claude_setting --skill autopilot-doc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill orchestrates a complete document strategy workflow, from discovery to draft generation and review, reducing manual coordination.

Core Features & Use Cases

  • End-to-end strategy planning for research/document projects
  • Mode-based guidance: rebuttal, write, review, survey, report, proposal, presentation
  • Automated init-doc-strategy and refine-doc-strategy with QA gating
  • Generates and manages artifacts: strategy.md, draft, analyses, and pipeline_summary
  • Supports autonomy gating and references management

Quick Start

Provide the task description and optional refs folder path, then initiate the autopilot-doc workflow to generate a strategy and draft.

Frequently Asked Questions about autopilot-doc

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate research paper drafting from survey to final review?▼

Mode-based guidance applies distinct task parsing and artifact generation rules for rebuttal, review, survey, report, proposal, and presentation workflows to coordinate document strategy execution.

What is the best way to manage document strategy artifacts like drafts and analyses?▼

Manage document strategy artifacts by orchestrating a pipeline that automatically generates, updates, and tracks strategy.md, drafts, analyses, and pipeline summaries throughout the research workflow.

Can I automate proposal writing with quality assurance gating?▼

Automate proposal writing with quality assurance gating by applying autonomy flags and structured QA checks during the draft generation and refinement phases of the document strategy pipeline.

Does this document strategy workflow support reference management for research reports?▼

Reference management for research reports is supported by allowing users to provide an optional refs folder path during strategy initialization to integrate sources into the final draft.

What are the limitations of automated document strategy for presentations?▼

Automated document strategy for presentations requires frontmatter-defined names and descriptions, and its limitations include dependence on mode-specific task parsing accuracy and the quality of initial source discovery.

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