LaunchKit · 2026
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adaptive-suite

AI & LLMsv1.0.0

A continuously adaptive skill suite that empowers Clawdbot.

3
2.6k downloads
by @afajohn

Setup & Installation

openclaw skills install @afajohn/adaptive-suite

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install adaptive-suite

What This Skill Does

A multi-domain assistant covering coding, business analysis, project management, web development, data analysis, and NAS metadata scanning. Prioritizes free and open-source resources over paid alternatives. Adapts guidance to the user's current project context and coding style.

Covers multiple specialist roles in one skill while actively steering toward free, open-source options instead of defaulting to paid tools.

When to use it

  • Debugging a script in an unfamiliar language
  • Building an Agile backlog for a new product
  • Finding free API alternatives to paid services
  • Designing a database schema for a data pipeline
  • Scanning a NAS drive to inventory file metadata

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: scan my NAS and give me a summary of all video files

AGENT
  1. 1Identifies NAS directory path from user context
  2. 2Compiles a read-only local app using Python and sqlite3
  3. 3Recursively scans directories, collects file names and metadata without modifying content
  4. 4Stores results in a local SQLite database
  5. 5Returns a structured summary of video files with names, sizes, paths, and modification dates
OUTPUT

A local SQLite database and summary report listing all video files found on the NAS

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

FREE_API_KEYS environment variable (user-supplied keys for any external free APIs used during sessions)