Skip to content
Agentmart
Submit a tool

flesh-out

Transform raw/crude document drafts into structured content.

Skill by nakane1chome

IndexedUnlicense
Write a review

Chalk Labs

Need help deploying flesh-out?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/nakane1chome-flesh-out

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Transform raw/crude document drafts into structured content. Use when a document is a skeleton of ideas, notes, or stream-of-consciousness that needs generative expansion rather than review polish.

Use cases: documents, writing, productivity

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/flesh-out

What's inside

Skill name
flesh-out
Description
Transform raw/crude document drafts into structured content. Use when a document is a skeleton of ideas, notes, or stream-of-consciousness that needs generative expansion rather than review polish.
License
Unlicense
Instructions
61 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • responsibilities.md

SKILL.md (first lines)

This skill is for **generative** work on crude/raw content at `$ARGUMENTS` - not polishing drafts.

**Stop after each stage and have changes reviewed with user.**

> **Note**: The developer's raw content captures intent. The agent expands and structures but must preserve the developer's meaning. When uncertain about intent, ask - don't assume.
>
> See `responsibilities.md` for the full agent/developer ownership matrix.


0. **Extract core ideas** (developer leads)
   - Read the raw content and identify the key concepts
   - List what the developer appears to be saying (don't fix typos yet)
   - What is the document's **function**? (its type and role — e.g., design doc, tutorial, proposal)
   - What is the document's **goal**? (the concrete outcome it exists to produce — e.g., a working implementation, an adopted practice)
   - Identify gaps: "You mention X but don't explain Y - should I research this?"
   - Confirm understanding with developer before proceeding

1. **Research and expand** (agent leads with approval)
   - Web search for external concepts if applicable
   - Find industry terminology for rough ideas
   - Identify related work the developer may want to reference
   - Propose expansions - developer approves what to include
   - **Verify every reference before presenting**: fetch URLs, confirm they resolve, confirm the source supports the claim. Do not present unverified links to the developer.

2. **Structure the content** (agent leads with approval)
   - Determine appropriate document structure (based on template if available)
   - Organize ideas into logical sections
   - Does the structure serve the document's function and support its goal?
   - Create hierarchy (headers, sub-sections)
   - Add diagrams or tables where relationships exist

3. **Polish language** (agent leads with approval)
   - Fix spelling, grammar, terminology
   - Expand acronyms on first use
   - Ensure consistent usage throughout
   - Add links to external references (verify each URL resolves before adding)

4. **Tidy up** (agent leads with approval)
   - Check with the user where to update the glossary
   - Add terms that needed clarification
   - Update references with new links

## When to Use This vs Other Skills

| Document State | Use |
|----------------|-----|
| Raw notes, bullet points, stream of consciousness | **flesh-out** |
| Typos, incomplete sentences, but has structure | **review-steps** |
| Structured but missing sections | **flesh-out** (or discuss scope first) |
| Complete draft needing polish | **review-steps** |
| Complete draft needing critical evaluation | **strong-edit** |

## Key Difference from Review

**Review** improves what exists within its structure.
**Flesh-out** creates structure from raw ideas.

Review a skeleton -> correct but incomplete document.
Flesh-out a skeleton -> complete document.

From nakane1chome/claude-skills, Unlicense.

More from nakane1chome/claude-skills

Signals

Stars
0
Forks
1
Open issues
0
Last commit (this folder)
Feb 17, 2026 (8 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Unlicense
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from nakane1chome

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get flesh-out running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying flesh-out?

CallGet help
Cite this page

flesh-out skill. Agent Mart. https://agentmart.dev/skills/nakane1chome-flesh-out (last updated 2026-10-24)