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SkillDocs

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SkillDocs is a collaborative markdown workspace for editing, commenting on, and sharing the documents that agents run on. It combines live multiplayer editing with an MCP-based workflow for pushing skills from local files, collecting feedback, and pulling changes back.

What is SkillDocs?

SkillDocs is a collaborative markdown workspace for documents used by AI agents, including skills stored as plain markdown files. It lets people edit the same document simultaneously, comment on selected text, share a live view, and keep the source document in markdown.

Its central workflow connects collaborative review with agent tooling. An agent can push a local skill to SkillDocs through the MCP server, collaborators can edit and comment on it, and the agent can read the diff and threaded feedback before applying changes and writing the document back to the local file. The product also supports GitHub-linked skills, folders, named navigation sections, and several document access controls.

What can SkillDocs do?

Rendered markdown editor

Edit headings, lists, tables, and Mermaid diagrams in a single surface that renders as you type. Raw markdown syntax appears around the cursor when needed, while the file remains plain markdown.

Concurrent multiplayer editing

A CRDT merges simultaneous edits character by character. Live cursors, selections, names, and colors show who is working in the document, without a save button or conflict dialog.

Anchored comment threads

Select text to create feedback tied to the phrase it concerns rather than a line number. Threads remain highlighted in place as the document changes and can be resolved from the comment rail.

MCP agent workflow

The SkillDocs MCP server supports pushing local skills into the workspace, opening documents, reading diffs and comments, replying to threads, and pulling the revised document back over the local file.

Document and feedback export

Copy the clean document, the document with anchored threads appended, or only the feedback with its quoted context for use in an agent workflow.

Navigation and access controls

Organize documents with folders and custom sections, connect skills from GitHub or a laptop, and choose options such as workspace-only access, link access, guest permissions, or owner-only editing.

Use Cases

“Review an agent skill with collaborators”

Push a local SKILL.md file into SkillDocs, let teammates edit and comment on specific passages, then use the MCP workflow to inspect the diff and apply the agreed changes.

“Maintain repository-backed skills”

Connect a GitHub repository so its skills appear in the SkillDocs navigation, providing a collaborative place to review the files that teach agents how to work.

“Hand structured feedback back to an agent”

Export the document with anchored threads or feedback plus quoted context so an agent can understand both the requested change and the text it applies to.

“Present a document while others follow”

Use the presentation and follow features to move collaborators through a document section by section while their views track the presenter.

Frequently Asked Questions

What kind of documents is SkillDocs designed for?

It is designed for markdown documents that agents run on, including skills such as local SKILL.md files. The site describes the underlying file as remaining plain markdown.

How does the agent workflow work?

An agent pushes a local skill to SkillDocs through the MCP server. People edit and comment in the shared document, after which the agent can read the diff and comments, reply to threads, apply feedback, and pull the document back to the local file.

Can multiple people edit the same document at once?

Yes. SkillDocs describes CRDT-based concurrent editing with live cursors and selections. Edits merge automatically, and collaborators can follow another person's view.

How are comments attached to the document?

Comments are created by selecting text and are anchored to the quoted phrase rather than to a line number. The threads remain associated with that text as the document changes.

What setup does the MCP workflow require?

The tour states that setup is one command and an API token, and that the tools are scoped to the user's workspace. The supplied evidence does not specify the command or token configuration details.

Quick Facts

Category
Collaborative markdown workspace
Primary workflow
Review and revise agent skills with people and MCP tools
Document format
Plain markdown, with live rendering in the editor
Collaboration model
Real-time concurrent editing with CRDT merging
Source domain
skilldocs.dev
Integrations evidenced
GitHub repository linking, MCP server, and Google sign-in

SkillDocs Traffic Analysis

Traffic data is for reference only.

Domain Rating
5

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