Game Changing Features
openstatusHQ/data-table-filters
Find 10x product opportunities and high-leverage improvements.
Decision tree analysis for complex decision-making across all domains.
Install Decision Trees
$ npx skills add sundial-org/awesome-openclaw-skills --skill decision-trees -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills decision-trees --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/decision-trees .claude/skills/decision-trees && rm -rf skills-srcUse ~/.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/
Install the "decision-trees" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/decision-trees into .claude/skills/decision-trees/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "decision-trees", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/decision-treesType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sundial-org/awesome-openclaw-skills --skill decision-trees -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills decision-trees --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/decision-trees .agents/skills/decision-trees && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "decision-trees" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/decision-trees into .agents/skills/decision-trees/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "decision-trees", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sundial-org/awesome-openclaw-skills --skill decision-trees -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills decision-trees --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/decision-trees .cursor/skills/decision-trees && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "decision-trees" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/decision-trees into .cursor/skills/decision-trees/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "decision-trees", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sundial-org/awesome-openclaw-skills.git --path skills/decision-trees--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sundial-org/awesome-openclaw-skills --skill decision-trees -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills decision-trees --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/decision-trees .gemini/skills/decision-trees && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "decision-trees" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/decision-trees into .gemini/skills/decision-trees/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "decision-trees", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sundial-org/awesome-openclaw-skills decision-treesInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sundial-org/awesome-openclaw-skills --skill decision-trees -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/decision-trees .github/skills/decision-trees && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "decision-trees" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/decision-trees into .github/skills/decision-trees/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "decision-trees", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sundial-org/awesome-openclaw-skills --skill decision-trees -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills decision-trees --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/decision-trees .opencode/skills/decision-trees && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "decision-trees" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/decision-trees into .opencode/skills/decision-trees/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "decision-trees", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
decision-trees- GitHub stars
- 663
- Token cost
- ~2.2k tokens
- SKILL.md length
- 809 words
- Files
- 3 (incl. scripts)
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- None found
At a glance
Decision tree analysis for complex decision-making across all domains.
- Works in 5 steps: Structuring → Probability Estimation → Visualization → …
- User needs to evaluate multiple options with uncertain outcomes
- SKILL.md covers When to Use, Method, Formula and Classic Example (from Wikipedia), plus 10 more sections
- Runs Python scripts from its folder; calls python3
What it does
Decision Trees is an agent skill from sundial-org/awesome-openclaw-skills. Decision tree analysis for complex decision-making across all domains. Use when user needs to evaluate multiple options with uncertain outcomes, assess risk/reward scenarios, or structure choices systematically. Applicable to business, investment, personal decisions, operations, career choices, product strategy, and any situation requiring structured evaluation. Triggers include decision tree, should I, what if, evaluate options, compare alternatives, risk analysis.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `README.md` and `scripts/decision_tree.py`).
It sits in Product & Project Management, covering Product strategy. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- User needs to evaluate multiple options with uncertain outcomes
- Assess risk/reward scenarios
- Structure choices systematically
- Include decision tree
Example prompts
- “/decision-trees”
Requirements
- Python 3
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Structuring
- Probability Estimation
- Visualization
- EV Calculation
- Recommendation
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. 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
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Decision Trees loads about 2.2k tokens when it runs. Until then it costs about 121 tokens; SKILL.md has 809 words of instructions outside code blocks.
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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 809 words (~2,194 tokens).
“Decision tree analysis: a visual tool for making decisions with probabilities and expected value.”
- name
- decision-trees
Files
SKILL.md and 2 other files (scripts) in skills/decision-trees of sundial-org/awesome-openclaw-skills.
- SKILL.md
- README.md
- scripts/decision_tree.py
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Decision Trees 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Decision Trees this skillsundial-org/awesome-openclaw-skills | 663 | — | ~2.2k | Automated safety check: Pass | None | |
| Game Changing FeaturesopenstatusHQ/data-table-filters | 2.3k | 3 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Organic Growth Path Advisordeanpeters/Product-Manager-Skills | 7.2k | 2 repos | ~5.2k | Automated safety check: Pass | Custom licence | |
| Product Strategistalirezarezvani/claude-skills | 28k | 2 repos | ~1.8k | Automated safety check: Pass | MIT | |
| PlaidBuildGreatProducts/plaid | 218 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Product Competitive AnalysisFokkyp/claude-skills | 226 | — | ~1.2k | Automated safety check: Pass | None |
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Plaid
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Product Competitive Analysis
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Produces product-manager competitive analysis reports in Chinese, with a confirm-first scoping gate, three-phase evidence collection and single or multi-product modes.
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Related
Categories
Questions about Decision Trees
What does Decision Trees do?
Decision tree analysis for complex decision-making across all domains. Decision Trees is an agent skill from sundial-org/awesome-openclaw-skills. Decision tree analysis for complex decision-making across all domains.
When should I use Decision Trees?
Decision Trees fits situations like: user needs to evaluate multiple options with uncertain outcomes; assess risk/reward scenarios; structure choices systematically; include decision tree.
How do I install Decision Trees in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill decision-trees -a claude-code`. Or copy the skill folder (skills/decision-trees in sundial-org/awesome-openclaw-skills) into .claude/skills/decision-trees in your project. Claude Code loads it when a task matches its description.
How do I install Decision Trees in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill decision-trees -a codex`. Or copy the skill folder (skills/decision-trees in sundial-org/awesome-openclaw-skills) into .agents/skills/decision-trees in your project. Codex loads it when a task matches its description.
Can I use Decision Trees 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 sundial-org/awesome-openclaw-skills --skill decision-trees -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/decision-trees, .gemini/skills/decision-trees, .github/skills/decision-trees and .opencode/skills/decision-trees in your project.
What does Decision Trees need to run?
Going by SKILL.md and its folder, Decision Trees needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Decision Trees 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 Decision Trees 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Decision Trees use?
No licence was found for Decision Trees or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Decision Trees use?
About 2.2k tokens (SKILL.md is roughly 8.8k 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 Decision Trees?
Skills that share tags, products or a category with Decision Trees: Game Changing Features (openstatusHQ/data-table-filters, 2.3k stars), Organic Growth Path Advisor (deanpeters/Product-Manager-Skills, 7.2k stars), Product Strategist (alirezarezvani/claude-skills, 28k stars) and Plaid (BuildGreatProducts/plaid, 218 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Decision Trees?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.