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Evan Hu 4b38372463 docs: add README for every subdirectory

33 agent READMEs, 14 hand READMEs, 2 plugin READMEs
(echo-memory + hooks), and 2 skill READMEs
(custom-skill-prompt + custom-skill-python).

Each README documents the component's purpose, configuration,
and usage based on its TOML definition.

2026-03-21 02:27:34 +09:00

HAND.toml

feat: sync content definitions from core repo

2026-03-21 02:06:07 +09:00

README.md

docs: add README for every subdirectory

2026-03-21 02:27:34 +09:00

SKILL.md

feat: sync content definitions from core repo

2026-03-21 02:06:07 +09:00

README.md

Analytics Hand

Autonomous data analytics agent -- data collection, analysis, visualization, dashboards, and automated reporting.

Configuration

Field	Value
Category	`data`
Agent	`analytics-hand`
Routing	`data analysis`, `data visualization`, `dashboard`, `automated report`, `statistical analysis`

Integrations

Python 3 -- Required for data analysis with pandas, matplotlib, and seaborn.

Settings

Data Source -- Primary data source type (csv, json, database, api, web)
Analysis Type -- Default analysis approach (descriptive, diagnostic, predictive, prescriptive)
Output Format -- Report format (report, dashboard, slides, executive)
Visualization -- Generate charts and visualizations (default: on)
Scheduled Reports -- Auto-generate reports on a schedule (default: off)
Report Frequency -- daily, weekly, monthly
Confidence Threshold -- Minimum confidence for findings (low, medium, high)

Usage

librefang hand run analytics