Agent skill

Hexagon Complexity Mapper

by GarethManning in GarethManning/education-agent-skills

Map a complex topic by placing factors on hexagonal tiles where adjacency signals a claimed relationship.

Custom licenceAuto-check passed

Install Hexagon Complexity Mapper

skills CLI
$ npx skills add GarethManning/education-agent-skills --skill hexagon-complexity-mapper -a claude-code

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

GitHub CLI
$ gh skill install GarethManning/education-agent-skills hexagon-complexity-mapper --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/GarethManning/education-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/systems-thinking/hexagon-complexity-mapper .claude/skills/hexagon-complexity-mapper && 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
hexagon-complexity-mapper
GitHub stars
840
Token cost
~4k tokens
SKILL.md length
1,064 words
Files
1
Skills in repo
160
Repo updated
First seen
Licence
Custom licence

At a glance

Map a complex topic by placing factors on hexagonal tiles where adjacency signals a claimed relationship.

  • Works in 5 steps: Running it as a brainstorm. Hexagon… → Using category names instead of… → Accepting adjacency without explanation.… → …
  • Students need to surface hidden connections in a system before analysis
  • SKILL.md covers What This Skill Does, Evidence Space and Strength of…, Input Schema and Prompt, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Hexagon Complexity Mapper is an agent skill from GarethManning/education-agent-skills. Map a complex topic by placing factors on hexagonal tiles where adjacency signals a claimed relationship. Use when students need to surface hidden connections in a system before analysis or action.

Its SKILL.md is about 4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: 165 evidence-grounded AI skills for teachers, school leaders and EdTech builders—pedagogy, learning science, curriculum, assessment and regeneration. Claude, Codex and Hermes.

When your agent uses it

  • Students need to surface hidden connections in a system before analysis

Example prompts

  • “/hexagon-complexity-mapper”

Workflow steps

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

  1. Running it as a brainstorm. Hexagon mapping loses its distinctive value if students generate factors without making relationship claims…
  2. Using category names instead of relationship stories. A cluster named "Social Factors" has not been mapped. A cluster named "peer pressure…
  3. Accepting adjacency without explanation. If a student places two hexagons touching and cannot explain how they relate, the placement is a…
  4. Skipping boundary hexagons. Factors at the system boundary often reveal the most important leverage points: what cannot be changed…
  5. Using the map to confirm existing beliefs. A map that looks exactly like what the teacher expected should be treated with suspicion. Ask…

What it can do on your machine

Read from SKILL.md and the folder at commit 6bbbce4. 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

Hexagon Complexity Mapper loads about 4k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 1,064 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~56
When it runs · the whole SKILL.md, loaded when a task matches
~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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,064 words (~3,978 tokens).

“Guides students through a hexagon mapping exercise in which they identify factors shaping a complex topic, write each on a hexagonal tile, and arrange the tiles so that adjacency — physical touching — signals a claimed relationship between two factors…”

— opening of SKILL.md by GarethManning, Custom licence
name
hexagon-complexity-mapper
disable-model-invocation
false
user-invocable
true
effort
medium
skill_id
systems-thinking/hexagon-complexity-mapper
skill_name
Hexagon Complexity Mapper
domain
systems-thinking
version
1.0
evidence_strength
emerging
evidence_sources
Hodgson, A. (1992). Hexagons for systems thinking. European Journal of System Dynamics, 59(1), 220–230., Meadows, D. (2008). Thinking in Systems. Chelsea…
output_schema.type
object

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/systems-thinking/hexagon-complexity-mapper of GarethManning/education-agent-skills.

Open the folder on GitHubat commit 6bbbce4

Compare with similar skills

Hexagon Complexity Mapper 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.

Hexagon Complexity Mapper compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Hexagon Complexity Mapper this skillGarethManning/education-agent-skills840—~4kAutomated safety check: PassCustom licence
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Logseq Review Workflow Evallogseq/logseq45k—~1kAutomated safety check: PassAGPL-3.0
Baoyu URL To Markdownsdyckjq-lab/llm-wiki-skill2.5k2 repos~3.2kAutomated safety check: PassNone
DeepTutor CLIHKUDS/DeepTutor41k—~2.8kAutomated safety check: PassApache-2.0
Obsidian CLIAtmosphere/atmosphere3.8k13 repos~795Automated safety check: PassApache-2.0

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Questions about Hexagon Complexity Mapper

What does Hexagon Complexity Mapper do?

Map a complex topic by placing factors on hexagonal tiles where adjacency signals a claimed relationship. Hexagon Complexity Mapper is an agent skill from GarethManning/education-agent-skills. Map a complex topic by placing factors on hexagonal tiles where adjacency signals a claimed relationship.

When should I use Hexagon Complexity Mapper?

Hexagon Complexity Mapper fits situations like: students need to surface hidden connections in a system before analysis.

How do I install Hexagon Complexity Mapper in Claude Code?

Run `npx skills add GarethManning/education-agent-skills --skill hexagon-complexity-mapper -a claude-code`. Or copy the skill folder (skills/systems-thinking/hexagon-complexity-mapper in GarethManning/education-agent-skills) into .claude/skills/hexagon-complexity-mapper in your project. Claude Code loads it when a task matches its description.

How do I install Hexagon Complexity Mapper in Codex?

Run `npx skills add GarethManning/education-agent-skills --skill hexagon-complexity-mapper -a codex`. Or copy the skill folder (skills/systems-thinking/hexagon-complexity-mapper in GarethManning/education-agent-skills) into .agents/skills/hexagon-complexity-mapper in your project. Codex loads it when a task matches its description.

Can I use Hexagon Complexity Mapper 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 GarethManning/education-agent-skills --skill hexagon-complexity-mapper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hexagon-complexity-mapper, .gemini/skills/hexagon-complexity-mapper, .github/skills/hexagon-complexity-mapper and .opencode/skills/hexagon-complexity-mapper in your project.

What does Hexagon Complexity Mapper need to run?

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

Does Hexagon Complexity Mapper 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 Hexagon Complexity Mapper 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 Hexagon Complexity Mapper use?

Hexagon Complexity Mapper has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Hexagon Complexity Mapper use?

About 4k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Hexagon Complexity Mapper?

Skills that share tags, products or a category with Hexagon Complexity Mapper: Manim Video Production (browser-use/video-use, 29k stars), Logseq Review Workflow Eval (logseq/logseq, 45k stars), Baoyu URL To Markdown (sdyckjq-lab/llm-wiki-skill, 2.5k stars) and DeepTutor CLI (HKUDS/DeepTutor, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hexagon Complexity Mapper?

GarethManning (a GitHub user) maintains it in GarethManning/education-agent-skills, which has 840 GitHub stars. The repository holds 160 skills in this directory. The repository was last updated on August 28, 2026.

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