Execute
alirezarezvani/claude-skills
/cs:execute <decision — Generate a 90-day execution plan with weekly milestones, DRIs, and check-in cadence from an approved decision.
Execute evidence-based decision-making through 6-stage causal flow.
No licenceAuto-check passed
Install Reasoning Causal
$ npx skills add aiskillstore/marketplace --skill reasoning-causal -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace reasoning-causal --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bellabe/reasoning-causal .claude/skills/reasoning-causal && 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 "reasoning-causal" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/bellabe/reasoning-causal into .claude/skills/reasoning-causal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reasoning-causal", 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/aiskillstore/marketplace/tree/main/skills/bellabe/reasoning-causalType 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 aiskillstore/marketplace --skill reasoning-causal -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace reasoning-causal --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/bellabe/reasoning-causal .agents/skills/reasoning-causal && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "reasoning-causal" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/bellabe/reasoning-causal into .agents/skills/reasoning-causal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reasoning-causal", 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 aiskillstore/marketplace --skill reasoning-causal -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace reasoning-causal --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/bellabe/reasoning-causal .cursor/skills/reasoning-causal && 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 "reasoning-causal" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/bellabe/reasoning-causal into .cursor/skills/reasoning-causal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reasoning-causal", 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/aiskillstore/marketplace.git --path skills/bellabe/reasoning-causal--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 aiskillstore/marketplace --skill reasoning-causal -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace reasoning-causal --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/bellabe/reasoning-causal .gemini/skills/reasoning-causal && 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 "reasoning-causal" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/bellabe/reasoning-causal into .gemini/skills/reasoning-causal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reasoning-causal", 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 aiskillstore/marketplace reasoning-causalInstalls 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 aiskillstore/marketplace --skill reasoning-causal -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/bellabe/reasoning-causal .github/skills/reasoning-causal && 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 "reasoning-causal" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/bellabe/reasoning-causal into .github/skills/reasoning-causal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reasoning-causal", 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 aiskillstore/marketplace --skill reasoning-causal -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace reasoning-causal --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/bellabe/reasoning-causal .opencode/skills/reasoning-causal && 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 "reasoning-causal" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/bellabe/reasoning-causal into .opencode/skills/reasoning-causal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reasoning-causal", 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
reasoning-causal- GitHub stars
- 430
- Token cost
- ~2.2k tokens
- SKILL.md length
- 616 words
- Files
- 12 (incl. references)
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
Execute evidence-based decision-making through 6-stage causal flow.
- Works in 6 steps: Input → Hypothesis → Implication → …
- Known processes
- SKILL.md covers Relationship to Goals, Type Signature, When to Use and Thread Types, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Reasoning Causal is an agent skill from aiskillstore/marketplace. Execute evidence-based decision-making through 6-stage causal flow. Use for known processes, operational execution, and decisions with clear cause-effect chains.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 14 other files, including reference files (for example `references/stages/actions.md`, `references/stages/decision.md` and `references/stages/hypothesis.md`).
The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Known processes
- Operational execution
- Decisions with clear cause-effect chains
Example prompts
- “/reasoning-causal”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Input
- Hypothesis
- Implication
- Decision
- Actions
- Learning
What it can do on your machine
Read from SKILL.md and the folder at commit 755bc35. 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 (its code samples are json).
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
Reasoning Causal loads about 2.2k tokens when it runs, and up to ~45k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 616 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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 616 words (~2,179 tokens).
“Execute systematic cause-effect reasoning. The logic of process and action.”
- name
- reasoning-causal
Files
SKILL.md and 11 other files (references) in skills/bellabe/reasoning-causal of aiskillstore/marketplace.
- SKILL.md
- references/stages/actions.md
- references/stages/decision.md
- references/stages/hypothesis.md
- references/stages/implication.md
- references/stages/input.md
- references/stages/learning.md
- references/threads/engineering.md
- references/threads/marketing.md
- references/threads/operations.md
- references/threads/sales.md
- skill-report.json
Open the folder on GitHubat commit 755bc35
Compare with similar skills
Reasoning Causal 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 |
|---|---|---|---|---|---|---|
| Reasoning Causal this skillaiskillstore/marketplace | 430 | — | ~2.2k | Automated safety check: Pass | None | |
| Executealirezarezvani/claude-skills | 28k | — | ~831 | Automated safety check: Pass | MIT | |
| Debugging Executionsn8n-io/n8n | 207k | — | ~2.6k | Automated safety check: Pass | Custom licence | |
| Deepseek Reasonruvnet/ruflo | 74k | — | ~626 | Automated safety check: Notes | MIT | |
| Ulw Executecode-yeongyu/oh-my-openagent | 70k | — | ~6.3k | Automated safety check: Pass | Custom licence | |
| Executebrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~370 | Automated safety check: Notes | Custom licence |
Similar skills
- Official
Debugging Executions
n8n-io/n8n
Debug failed or wrong-output workflow executions using executions tools.
Deepseek Reason
ruvnet/ruflo
Reasoning-mode completion against DeepSeek's deepseek-reasoner model (R1) via /v1/chat/completions.
Ulw Execute
code-yeongyu/oh-my-openagent
Executes a written ulw-plan work plan with Boulder state, evidence ledger, worktree discipline, and parallel subagents.
Execute
brycewang-stanford/Auto-Empirical-Research-Skills
Executes all registered notebooks, strips noisy cell metadata, and syncs Jupytext pairs.
Classroom Stage Design Method
THU-MAIC/OpenMAIC
Baseline procedure for building one new classroom stage: settle the page plan with you, create the stage, write the roster, then generate each page in order.
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Doc Scanner
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File Search
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Find Replace
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Modern find-and-replace using sd (simpler than sed) and batch replacement patterns.
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Questions about Reasoning Causal
What does Reasoning Causal do?
Execute evidence-based decision-making through 6-stage causal flow. Reasoning Causal is an agent skill from aiskillstore/marketplace. Execute evidence-based decision-making through 6-stage causal flow.
When should I use Reasoning Causal?
Reasoning Causal fits situations like: known processes; operational execution; decisions with clear cause-effect chains.
How do I install Reasoning Causal in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill reasoning-causal -a claude-code`. Or copy the skill folder (skills/bellabe/reasoning-causal in aiskillstore/marketplace) into .claude/skills/reasoning-causal in your project. Claude Code loads it when a task matches its description.
How do I install Reasoning Causal in Codex?
Run `npx skills add aiskillstore/marketplace --skill reasoning-causal -a codex`. Or copy the skill folder (skills/bellabe/reasoning-causal in aiskillstore/marketplace) into .agents/skills/reasoning-causal in your project. Codex loads it when a task matches its description.
Can I use Reasoning Causal 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 aiskillstore/marketplace --skill reasoning-causal -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/reasoning-causal, .gemini/skills/reasoning-causal, .github/skills/reasoning-causal and .opencode/skills/reasoning-causal in your project.
What does Reasoning Causal need to run?
SKILL.md names no scripts, command-line tools or credentials: Reasoning Causal is instructions for the agent only.
Does Reasoning Causal 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 Reasoning Causal 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 Reasoning Causal use?
No licence was found for Reasoning Causal or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Reasoning Causal use?
About 2.2k tokens (SKILL.md is roughly 8.7k 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 43k tokens, read only when the agent opens those files.
What are the alternatives to Reasoning Causal?
Skills that share tags, products or a category with Reasoning Causal: Execute (alirezarezvani/claude-skills, 28k stars), Debugging Executions (n8n-io/n8n, 207k stars), Deepseek Reason (ruvnet/ruflo, 74k stars) and Ulw Execute (code-yeongyu/oh-my-openagent, 70k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Reasoning Causal?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 9, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.