futuresearch-python SKILL.md skillA
futuresearch-python from futuresearch/futuresearch-python is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add futuresearch/futuresearch-python/futuresearch-python@git:20260930.ab0fb7cPins git:20260930.ab0fb7c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- futuresearch/futuresearch-python
- Path
skills/futuresearch-python/SKILL.md- Versions recorded
- 7
- Latest version
- git:20260930.ab0fb7c, committed Sep 30, 2026
- First version recorded
- Jul 28, 2026
- Size
- 25,439 bytes
- Repository stars
- 57
- License
- MIT
Use when the user wants a FutureSearch forecast: the probability, date or number for a question about the future, or the outcomes of a decision they, their company, or someone else is facing (pricing, hiring, funding, launch timing, policy). Also covers web research across the rows of a table.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# FutureSearch Python SDK
FutureSearch forecasts questions about the future, including the outcomes of decisions. Use this skill when writing Python code or calling MCP tools that need to:
**Operations:**
- Forecast the outcomes of a decision, yours or someone else's: the same outcome under each option
- Forecast probabilities, numbers, dates, and categories for questions about the future
- Research one question with a team of parallel agents
- Run AI agents over dataframe rows
> **Documentation**: For detailed guides, case studies, and API reference, see:
> - Docs site: [futuresearch.ai/docs](https://futuresearch.ai/docs)
> - GitHub: [github.com/futuresearch/futuresearch-python](https://github.com/futuresearch/futuresearch-python)
## Installation
### Python SDK
```bash
pip install futuresearch
```
### MCP Server (for Claude Code, Claude Desktop, Cursor, etc.)
If an MCP server is available (`futuresearch_forecast`, `futuresearch_decision`, etc. tools), you can use it directly without writing Python code. The MCP server operates on uploaded data (via artifact IDs or inline JSON).
To install the MCP server, add to your MCP config:
```json
{
"mcpServers": {
…Read the whole file at its exact version.
How to install
mdr add futuresearch/futuresearch-python/futuresearch-python@sha256:6baa71978e408b3eThe line at the top of this page pins the label git:20260930.ab0fb7c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_3exft2tdddgkwulr)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jul 28, 2026 and Sep 30, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260930.ab0fb7c latest | 2026-09-30 | ab0fb7c | 25,439 B | A | view · diff |
| git:20260924.43b2100 | 2026-09-24 | 43b2100 | 30,048 B | A | view · diff |
| git:20260812.b325e6a | 2026-08-12 | b325e6a | 28,675 B | A | view · diff |
| git:20260811.475da76 | 2026-08-11 | 475da76 | 28,506 B | A | view · diff |
| git:20260810.63e9ed6 | 2026-08-10 | 63e9ed6 | 28,664 B | A | view · diff |
| git:20260803.2fce8d8 | 2026-08-03 | 2fce8d8 | 27,684 B | A | view · diff |
| git:20260728.af887a0 | 2026-07-28 | af887a0 | 22,848 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (25439 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
futuresearch/futuresearch-python · 57 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3exft2tdddgkwulr GET https://markdownregistry.com/api/v1/resolve?ref=futuresearch/futuresearch-python/futuresearch-python GET https://markdownregistry.com/api/v1/blob/6baa71978e408b3e9ad712a96ccf56c8e7703f58d382187aec728071a5b99bf5
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.