# counterfactual-forge

> counterfactual-forge — sanjoydat1-counterfactual-forge. Use this tool when you need to evaluate and optimize decision-making processes by simulating alternative scenarios, identifying potential contradictions, and measuring regret. The counterfactual-forge tool takes in plans and rubrics as inputs and outputs a scored and audited plan, enabling AI agents to make informed decisions. It is particularly useful in contexts where uncertainty and complexity require thorough analysis and evaluation of different courses of action.

Canonical page: https://skillsregistry.net/skills/sanjoydat1-counterfactual-forge  
JSON: https://api.skillsregistry.net/v1/skills/sanjoydat1-counterfactual-forge

## Description

Enables AI agents to fork plans into counterfactual worlds, score them with rubrics and simulations, detect contradictions, measure regret, and merge a winner with a full audit trail.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/dr54bkoazi)
- **Repository:** <https://github.com/SanjoyDat1/counterfactual-forge>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "sanjoydat1-counterfactual-forge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/sanjoydat1-counterfactual-forge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/sanjoydat1-counterfactual-forge/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt