mindmap-mcts

MindMap-MCTS

Use this skill to keep complex work on a visible, evidence-backed reasoning tree. The bundled CLI owns the JSON truth source, UCB selection, backpropagation, markdown rendering, static HTML rendering, and interactive Markmap HTML rendering; the agent owns expansion, real probes, and judgment.

Command Prefix

Choose the command form that matches the current shell. First set the skill directory for the host that loaded this skill.

Codex on Unix shells:

export MINDMAP_MCTS_SKILL_DIR="${CODEX_HOME:-$HOME/.codex}/skills/mindmap-mcts"

Claude Code on Unix shells:

export MINDMAP_MCTS_SKILL_DIR="${CLAUDE_HOME:-$HOME/.claude}/skills/mindmap-mcts"

Default install locations are $HOME/.codex/skills/mindmap-mcts for Codex and $HOME/.claude/skills/mindmap-mcts for Claude Code.

Linux, macOS, WSL, or Git Bash:

"$MINDMAP_MCTS_SKILL_DIR/scripts/mindmap" --help

Cross-platform Python launcher:

python "$MINDMAP_MCTS_SKILL_DIR/scripts/mindmap.py" --help

Windows PowerShell:

# Claude Code:
$env:MINDMAP_MCTS_SKILL_DIR = "$env:USERPROFILE\.claude\skills\mindmap-mcts"

# Codex:
# $env:MINDMAP_MCTS_SKILL_DIR = "$env:USERPROFILE\.codex\skills\mindmap-mcts"

& "$env:MINDMAP_MCTS_SKILL_DIR\scripts\mindmap.ps1" --help

If PowerShell execution policy blocks .ps1 scripts, run the Python module directly after setting PYTHONPATH:

$env:PYTHONPATH = "$env:MINDMAP_MCTS_SKILL_DIR\scripts;$env:PYTHONPATH"
$env:PYTHONIOENCODING = "utf-8"
[Console]::OutputEncoding = [System.Text.Encoding]::UTF8
python -m mindmap_mcts.cli --help

For repeated commands in one shell session, define:

alias mindmap='"$MINDMAP_MCTS_SKILL_DIR/scripts/mindmap"'

If aliases are not preserved by the current shell call, use the explicit launcher form for the current shell.

On Windows, set UTF-8 output before rendering or showing trees that contain Chinese text:

$env:PYTHONIOENCODING = "utf-8"
[Console]::OutputEncoding = [System.Text.Encoding]::UTF8