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Numinous Forecast

Get calibrated probabilities from Numinous (Bittensor Subnet 6) with metadata/provenance.

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High Signal

Get calibrated probabilities from Numinous (Bittensor Subnet 6) with metadata/provenance.

⬇ 0 downloads β˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
numinous_api.py, SKILL.md, predict_query.py, predict_event.py

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.3

Documentation

ClawHub primary doc Primary doc: SKILL.md 7 sections Open source page

Numinous Forecast

This skill calls the Numinous forecasting API and returns a calibrated probability (p \in [0,1]) plus metadata/provenance. Note: requests are paid per-call via x402 (HTTP 402 β†’ pay β†’ retry). You’ll need a wallet key configured (see setup).

Setup

Install Python deps (recommended: uv). EVM-only (recommended): uv pip install "x402[httpx,evm]" If you also want Solana payments: uv pip install "x402[httpx,evm,svm]" Set the buyer key (required): NUMINOUS_X402_EVM_PRIVATE_KEY: EVM key (0x…) for Base / EVM payments Optional (Solana payments): NUMINOUS_X402_SVM_PRIVATE_KEY: Solana key (base58) for Solana payments Optional: NUMINOUS_X402_PREFER: auto (default) | evm | svm Security note: these are private keys. Treat them like cash. Don’t paste them into chats/logs.

Predict (query mode)

python3 "{baseDir}/predict_query.py" "Will BTC be above $100k by 2026-12-31?" python3 "{baseDir}/predict_query.py" "Will Team X win League Y in 2026?" --topics sports

Predict (event mode)

python3 "{baseDir}/predict_event.py" \ --title "Will BTC be above $100k by 2026-12-31?" \ --description "Resolve YES if BTC/USD spot price is strictly above $100,000 at 2026-12-31 23:59:59 UTC." \ --cutoff "2026-12-31T23:59:59Z" \ --topics general

Output

Both scripts print JSON with these top-level fields: ok: true|false prediction: probability (p \in [0, 1]) forecasted_at: ISO timestamp (UTC) forecaster_name: forecaster identifier metadata: provenance/debug context (see below) parsed_fields: query mode only β€” structured event parsed from your query (see below) error: null on success; otherwise an error string

metadata (common keys)

pool: aggregation pool name miner_uid: miner UID chosen for this forecast miner_hotkey: miner hotkey identifier reasoning: model reasoning / explanation text agent_name: which forecaster agent produced the result version_id: model/version identifier version_number: integer version raw_prediction: original prediction value before any formatting event_title: resolved event title event_cutoff: resolved cutoff timestamp (UTC)

parsed_fields (query mode only)

title: resolved event title description: resolution criteria / event description cutoff: ISO cutoff (often ends with Z) topics: list of topic tags

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
3 Scripts1 Docs
  • SKILL.md Primary doc
  • numinous_api.py Scripts
  • predict_event.py Scripts
  • predict_query.py Scripts