analyze-notebook
Reads the source notebook in the project root and produces a structured summary.
Skill by fresva
Chalk Labs
Need help deploying analyze-notebook?
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.
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/fresva-analyze-notebook
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.
About
Use cases: data, writing, research
Reviews
Write a reviewNo 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/analyze-notebook
Tools it pre-approves 4
From allowed-tools in SKILL.md: the agent may use these without asking you each time.
Read,Glob,Write,mcp__ide__executeCode
What's inside
- Skill name
analyze-notebook- Description
- Reads the source notebook in the project root and produces a structured summary. Use when the user invokes /analyze-notebook. Expects a paper-writing project (CLAUDE.md and pipeline/ must exist).
- License
- unknown
- Allowed tools
- Read,, Glob,, Write,, mcp__ide__executeCode
- Instructions
- 87 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
More from fresva/paper-draft-house
- 0.444score
build-voice-profile
fresva
Interactive dialogue to build a personal writing style profile from the user's own writing samples.
SkillDFreshness: D★ 3Claude Code +9 - 0.444score
make-structure
fresva
Interactive dialogue to work out the paper's argumentative structure.
SkillDFreshness: D★ 3Claude Code +9 - 0.444score
integrate-references
fresva
Walks the user through the citation report, resolving each citation one at a time.
SkillDFreshness: D★ 3Claude Code +9 - 0.444score
make-composition
fresva
Interactive dialogue to define the paper's scholarly identity using the APFRQMC framework.
SkillDFreshness: D★ 3Claude Code +9 - 0.433score
assess-citations
fresva
Assesses citations in the paper draft against source papers in literature/.
SkillDFreshness: D★ 3Claude Code +9 - 0.433score
review-draft
fresva
Produces an independent critical review of the paper draft.
SkillDFreshness: D★ 3Claude Code +9 - 0.433score
find-references
fresva
Identifies key references for the paper based on notebook summary and paper composition.
SkillDFreshness: D★ 3Claude Code +9 - 0.433score
write-draft
fresva
Writes a full first draft of the paper based on the pipeline files.
SkillDFreshness: D★ 3Claude Code +9 - 0.433score
match-voice
fresva
Reshapes the paper draft to match the user's authentic prose style.
SkillDFreshness: D★ 3Claude Code +9
Signals
- Stars
- 3
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Mar 6, 2026 (8 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/fresva/paper-draft-house
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from fresva
- 0.444score
build-voice-profile
fresva
Interactive dialogue to build a personal writing style profile from the user's own writing samples.
SkillDFreshness: D★ 3Claude Code +9 - 0.444score
make-structure
fresva
Interactive dialogue to work out the paper's argumentative structure.
SkillDFreshness: D★ 3Claude Code +9 - 0.444score
integrate-references
fresva
Walks the user through the citation report, resolving each citation one at a time.
SkillDFreshness: D★ 3Claude Code +9 - 0.444score
make-composition
fresva
Interactive dialogue to define the paper's scholarly identity using the APFRQMC framework.
SkillDFreshness: D★ 3Claude Code +9 - 0.433score
assess-citations
fresva
Assesses citations in the paper draft against source papers in literature/.
SkillDFreshness: D★ 3Claude Code +9 - 0.433score
review-draft
fresva
Produces an independent critical review of the paper draft.
SkillDFreshness: D★ 3Claude Code +9
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 analyze-notebook 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.
Cite this page
analyze-notebook skill. Agent Mart. https://agentmart.dev/skills/fresva-analyze-notebook (last updated 2026-10-24)