Agent skill

Mindmap Helper

by aipoch in aipoch/medical-research-skills

Organize requirements into Markdown/JSON mind map structures; use when you need a hierarchical outline for mind map tools (e.g., XMind, ProcessOn, FreeMind) or for documentation planning.

MITAuto-check passedDocuments & Office

Install Mindmap Helper

skills CLI
$ npx skills add aipoch/medical-research-skills --skill mindmap-helper -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aipoch/medical-research-skills mindmap-helper --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/scientific-skills/Other/mindmap-helper .claude/skills/mindmap-helper && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
mindmap-helper
GitHub stars
2k
Token cost
~2k tokens
SKILL.md length
926 words
Files
3 (incl. references)
Skills in repo
567
Repo updated
First seen
Licence
MIT

At a glance

Organize requirements into Markdown/JSON mind map structures; use when you need a hierarchical outline for mind map tools (e.g., XMind, ProcessOn, FreeMind) or for documentation planning.

  • Works in 4 steps: Confirm topic, audience, scope… → Produce a structural draft first, then… → Choose output format: Markdown (default)… → …
  • You need a hierarchical outline for mind map tools (e.g.
  • SKILL.md covers When to Use, Key Features, Dependencies and Example Usage, plus 11 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Mindmap Helper is an agent skill from aipoch/medical-research-skills. Organize requirements into Markdown/JSON mind map structures; use when you need a hierarchical outline for mind map tools (e.g., XMind, ProcessOn, FreeMind) or for documentation planning.

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `mindmap-helper_audit_result_v2.json` and `references/mindmap_formats.md`).

It sits in Documents & Office, covering Markdown. The repository describes itself as: Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing. The licence is MIT.

When your agent uses it

  • You need a hierarchical outline for mind map tools (e.g.
  • For documentation planning

Example prompts

  • “/mindmap-helper”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Confirm topic, audience, scope boundaries, and desired depth (default 4-5 levels).
  2. Produce a structural draft first, then refine branch names and granularity.
  3. Choose output format: Markdown (default) or JSON.
  4. Validate consistency: balanced hierarchy, consistent granularity at the same level, and short/clear naming.

What it can do on your machine

Read from SKILL.md and the folder at commit 686e09d. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Mindmap Helper loads about 2k tokens when it runs, and up to ~2.4k if it reads all its reference files. Until then it costs about 51 tokens; SKILL.md has 926 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from aipoch/medical-research-skills at commit 686e09d, republished under its MIT licence (© aipoch). 926 words, ~2,031 tokens.

Download SKILL.mdSave it as .claude/skills/mindmap-helper/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
mindmap-helper
description
Organize requirements into Markdown/JSON mind map structures; use when you need a hierarchical outline for mind map tools (e.g., XMind, ProcessOn, FreeMind) or for documentation planning.
license
MIT
author
AIPOCH

Source: https://github.com/aipoch/medical-research-skills

When to Use

  • Converting product requirements into a clear multi-level outline for review and alignment.
  • Preparing a mind map document to import into tools like XMind, ProcessOn, or FreeMind.
  • Drafting an information architecture (IA) for documentation, onboarding guides, or knowledge bases.
  • Summarizing a complex topic into balanced branches with consistent granularity.
  • Producing a machine-readable hierarchy (JSON) for downstream processing or automation.

Key Features

  • Builds a hierarchical mind map structure from a topic, requirements, or notes.
  • Supports two output formats:
    • Markdown (default): readable and easy to edit manually.
    • JSON: suitable for programmatic processing and tool import.
  • Provides a structure-first workflow: draft the tree, then refine naming and granularity.
  • Enforces naming and structure rules:
    • short phrases / noun phrases (avoid full sentences)
    • consistent granularity at the same level
    • recommended 5-9 sibling branches per parent (split if exceeded)
    • avoid duplicates/synonyms; merge when appropriate
  • Handles missing information by producing a usable draft and marking items as "TBD/Optional/To confirm".

Reference templates and examples: references/mindmap_formats.md

Dependencies

  • None

Example Usage

Input (prompt)

Create a mind map for "Mobile App Subscription System".
Audience: product + engineering.
Scope: subscription purchase, renewal, cancellation, and entitlement.
Output: Markdown. Depth: 4-5 levels.

Output (Markdown mind map)
  • Mobile App Subscription System
    • Goals
      • Increase conversion
      • Reduce churn
      • Ensure entitlement accuracy
    • User Journeys
      • Purchase
        • Plan selection
        • Price display
        • Payment confirmation
        • Receipt / invoice
      • Renewal
        • Auto-renew rules
        • Renewal notification
        • Payment failure handling
      • Cancellation
        • Cancel entry points
        • Effective date rules
        • Win-back offers (Optional)
      • Restore Purchases
        • Platform restore flow
        • Cross-device sync
    • Product Rules
      • Plans
        • Monthly / yearly
        • Trial eligibility
        • Regional pricing
      • Entitlements
        • Feature gating
        • Grace period
        • Refund impact
      • Promotions
        • Intro offers
        • Coupons (TBD)
    • Platform & Integrations
      • iOS (StoreKit)
        • Product IDs
        • Receipt validation
        • Server notifications
      • Android (Google Play Billing)
        • Product IDs
        • Purchase tokens
        • RTDN notifications
      • Backend
        • Subscription state machine
        • Webhooks ingestion
        • Idempotency keys
    • Risks & Edge Cases
      • Payment failures
        • Retry policy
        • Dunning messaging
      • Refunds / chargebacks
        • Entitlement revocation timing
      • Account changes
        • Email change
        • Device migration
    • Metrics
      • Conversion funnel
      • Renewal rate
      • Churn reasons
    • Open Questions (To confirm)
      • Supported countries and currencies
      • Trial rules per platform
      • Tax/VAT invoice requirements

Implementation Details

  • Workflow

    1. Confirm topic, audience, scope boundaries, and desired depth (default 4-5 levels).
    2. Produce a structural draft first, then refine branch names and granularity.
    3. Choose output format: Markdown (default) or JSON.
    4. Validate consistency: balanced hierarchy, consistent granularity at the same level, and short/clear naming.
  • Output rules

    • Markdown: represent hierarchy using unordered list indentation.
    • JSON: root node contains title and children (each child follows the same structure).
    • If depth/format is not specified: default to Markdown with 4-5 levels.
  • Naming rules

    • Use phrases or noun phrases; avoid full sentences.
    • Keep sibling nodes at the same conceptual granularity.
    • Target 5-9 children per parent; split into sub-levels if exceeded.
    • Avoid repetition and synonyms; merge when necessary.
    • Default to English node names; preserve established technical terms when appropriate.
  • Missing information handling

    • If topic/scope is unclear, still output a usable structure.
    • Mark uncertain branches/items explicitly (e.g., TBD, Optional, To confirm) so they can be validated later.

When Not to Use

  • Do not use this skill when the required source data, identifiers, files, or credentials are missing.
  • Do not use this skill when the user asks for fabricated results, unsupported claims, or out-of-scope conclusions.
  • Do not use this skill when a simpler direct answer is more appropriate than the documented workflow.
Show full SKILL.md (384 more words)Show less

Required Inputs

  • A clearly specified task goal aligned with the documented scope.
  • All required files, identifiers, parameters, or environment variables before execution.
  • Any domain constraints, formatting requirements, and expected output destination if applicable.
  1. Validate the request against the skill boundary and confirm all required inputs are present.
  2. Select the documented execution path and prefer the simplest supported command or procedure.
  3. Produce the expected output using the documented file format, schema, or narrative structure.
  4. Run a final validation pass for completeness, consistency, and safety before returning the result.

Deterministic Output Rules

  • Use the same section order for every supported request of this skill.
  • Keep output field names stable and do not rename documented keys across examples.
  • If a value is unavailable, emit an explicit placeholder instead of omitting the field.

Output Contract

  • Return a structured deliverable that is directly usable without reformatting.
  • If a file is produced, prefer a deterministic output name such as mindmap_helper_result.md unless the skill documentation defines a better convention.
  • Include a short validation summary describing what was checked, what assumptions were made, and any remaining limitations.

Validation and Safety Rules

  • Validate required inputs before execution and stop early when mandatory fields or files are missing.
  • Do not fabricate measurements, references, findings, or conclusions that are not supported by the provided source material.
  • Emit a clear warning when credentials, privacy constraints, safety boundaries, or unsupported requests affect the result.
  • Keep the output safe, reproducible, and within the documented scope at all times.

Failure Handling

  • If validation fails, explain the exact missing field, file, or parameter and show the minimum fix required.
  • If an external dependency or script fails, surface the command path, likely cause, and the next recovery step.
  • If partial output is returned, label it clearly and identify which checks could not be completed.

Completion Checklist

  • Confirm all required inputs were present and valid.
  • Confirm the supported execution path completed without unresolved errors.
  • Confirm the final deliverable matches the documented format exactly.
  • Confirm assumptions, limitations, and warnings are surfaced explicitly.

Quick Validation

Run this minimal verification path before full execution when possible:

text
No local script validation step is required for this skill.

Expected output format:

text
Result file: mindmap_helper_result.md
Validation summary: PASS/FAIL with brief notes
Assumptions: explicit list if any

Scope Reminder

  • Core purpose: Organize requirements into Markdown/JSON mind map structures; use when you need a hierarchical outline for mind map tools (e.g., XMind, ProcessOn, FreeMind) or for documentation planning.

© aipoch, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (references) in scientific-skills/Other/mindmap-helper of aipoch/medical-research-skills.

  • SKILL.md
  • mindmap-helper_audit_result_v2.json
  • references/mindmap_formats.md

Open the folder on GitHubat commit 686e09d

Compare with similar skills

Mindmap Helper next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Mindmap Helper compared with similar skills
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Mindmap Helper this skillaipoch/medical-research-skills2k—~2kAutomated safety check: PassMIT
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MarkitdownImCa0/just-laws78114 repos~3.2kAutomated safety check: NotesMIT
Obsidian MarkdownAtmosphere/atmosphere3.8k20 repos~1.3kAutomated safety check: PassApache-2.0
Gzh Designisjiamu/gzh-design-skill3.9k1 repos~2.2kAutomated safety check: PassAGPL-3.0
Crosspostingwasp-lang/wasp19k—~1.1kAutomated safety check: PassMIT

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Questions about Mindmap Helper

What does Mindmap Helper do?

Organize requirements into Markdown/JSON mind map structures; use when you need a hierarchical outline for mind map tools (e.g., XMind, ProcessOn, FreeMind) or for documentation planning. Mindmap Helper is an agent skill from aipoch/medical-research-skills., XMind, ProcessOn, FreeMind) or for documentation planning.

When should I use Mindmap Helper?

Mindmap Helper fits situations like: you need a hierarchical outline for mind map tools (e.g; for documentation planning.

How do I install Mindmap Helper in Claude Code?

Run `npx skills add aipoch/medical-research-skills --skill mindmap-helper -a claude-code`. Or copy the skill folder (scientific-skills/Other/mindmap-helper in aipoch/medical-research-skills) into .claude/skills/mindmap-helper in your project. Claude Code loads it when a task matches its description.

How do I install Mindmap Helper in Codex?

Run `npx skills add aipoch/medical-research-skills --skill mindmap-helper -a codex`. Or copy the skill folder (scientific-skills/Other/mindmap-helper in aipoch/medical-research-skills) into .agents/skills/mindmap-helper in your project. Codex loads it when a task matches its description.

Can I use Mindmap Helper in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aipoch/medical-research-skills --skill mindmap-helper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mindmap-helper, .gemini/skills/mindmap-helper, .github/skills/mindmap-helper and .opencode/skills/mindmap-helper in your project.

What does Mindmap Helper need to run?

SKILL.md names no scripts, command-line tools or credentials: Mindmap Helper is instructions for the agent only.

Does Mindmap Helper access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Mindmap Helper safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Mindmap Helper use?

Mindmap Helper is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Mindmap Helper use?

About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 393 tokens, read only when the agent opens those files.

What are the alternatives to Mindmap Helper?

Skills that share tags, products or a category with Mindmap Helper: Markdown Article Formatter (JimLiu/baoyu-skills, 26k stars), Markitdown (ImCa0/just-laws, 781 stars), Obsidian Markdown (Atmosphere/atmosphere, 3.8k stars) and Gzh Design (isjiamu/gzh-design-skill, 3.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mindmap Helper?

aipoch (a GitHub organization) maintains it in aipoch/medical-research-skills, which has 1,974 GitHub stars. The repository holds 567 skills in this directory. The repository was last updated on September 17, 2026.

Source: aipoch/medical-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.