Files
librefang-registry/hands/predictor
Evan 945bbbd763 chore(hands): bump all HAND.toml versions to 1.1.0 (#16)
* chore(hands): bump all HAND.toml versions to 1.1.0

Triggers version-aware sync in librefang runtime (librefang/librefang#1530).
Previously sync_subdirs() skipped existing hands regardless of version.
With the runtime fix, bumping from 1.0.0 → 1.1.0 ensures users get
updated hand definitions on next registry sync.

* chore: fix taplo formatting for 4 agent.toml files

* fix(hands): fix invalid install fields in analytics and browser

- analytics: `linux` → `linux_apt`/`linux_dnf`/`linux_pacman` (parser
  only recognizes platform-specific variants, not generic `linux`)
- analytics: remove `pip = "python3 --version"` (version check, not
  an install command)
- browser: remove `pip = "python3 --version"` (same issue)

* fix: enrich sub-agent prompts and add missing requires across all hands

- analytics: fix linux → linux_apt/dnf/pacman, remove invalid pip check,
  enrich analyst and modeler sub-agent prompts
- apitester: add [[requires]] for curl
- browser: remove invalid pip check, enrich researcher and extractor prompts
- clip: enrich editor and transcriber sub-agent prompts
- collector: enrich scout, scholar, and localizer sub-agent prompts
- devops: add [[requires]] for curl, git, docker (optional), GITHUB_TOKEN
  (optional), enrich sub-agent prompts
- lead: enrich outreach, recruiter, and messenger sub-agent prompts
- linkedin: enrich content and researcher sub-agent prompts
- predictor: enrich orchestrator, planner, and modeler sub-agent prompts
- reddit: enrich monitor and composer sub-agent prompts
- strategist: enrich architect, counsel, and analyst sub-agent prompts
- trader: enrich accountant and researcher sub-agent prompts
- twitter: enrich curator and composer sub-agent prompts
2026-03-23 11:21:29 +09:00
..

Predictor Hand

Autonomous future predictor -- collects signals, builds reasoning chains, makes calibrated predictions, and tracks accuracy.

Configuration

Field Value
Category data
Agent predictor-hand
Routing predict, forecast, probability, likelihood, scenario analysis

Integrations

None required.

Settings

  • Prediction Domain -- tech, finance, geopolitics, climate, general
  • Time Horizon -- 1_week, 1_month, 3_months, 1_year
  • Data Sources -- news, social, financial, academic, all
  • Report Frequency -- daily, weekly, biweekly, monthly
  • Predictions Per Report -- 3, 5, 10, 20
  • Track Accuracy -- Score past predictions when they expire (default: on)
  • Confidence Threshold -- low (20%+), medium (40%+), high (70%+)
  • Contrarian Mode -- Seek counter-consensus predictions (default: off)

Usage

librefang hand run predictor