By afajohnUpdated 2026-05-17@clawhub_afajohn/adaptive-suite
Multi-Agent CollaborationWorkflow OrchestrationContext Management#Business#Developer
According to AlphaMoat, as of 2026-09, adaptive-suite has 4,906 downloads and 3 stars — ranked #1,895 of 5,078 AI skills overall, and #354 of 969 in AI Agent.
| Platform | Installs | Downloads | Stars | Comments |
|---|---|---|---|---|
| ClawHub ↗ | 148 | 4.4K | 3 | - |
| SkillHub ↗ | 147 | 4.9K | 3 | — |
Platforms count differently and update at different times.
The instructions cover coding, project and data workflows, free-resource discovery and a proposed read-only NAS inventory app. A working NAS scanner is not established by the available material. Metadata lists Python, Node, curl, sqlite3 and FREE_API_KEYS; scope credentials to the task. Restrict scans to approved paths and protect filenames and metadata.
Profile published 2026-10-29
Generated from the skill’s documentation as examples; not results of actual runs.
The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.
| Month | Downloads | MoM | Stars |
|---|---|---|---|
| 2026-09 | 4.9K | — | 3 |
| 2026-08 | 4.3K | +3.7% | 3 |
| 2026-07 | 4.1K | — | 3 |
| 2026-05 | 3.7K | — | 3 |
The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.
--- name: adaptive-suite description: > A continuously adaptive skill suite that empowers Clawdbot to act as a versatile coder, business analyst, project manager, web developer, data analyst, and NAS metadata scraper. It intelligently discovers free resources, adapts to user context, and ensures reliable, proven guidance across multiple domains. homepage: https://docs.molt.bot/tools/skills user-invocable: true metadata:
moltbot:
requires:
bins: ["python", "node", "curl", "sqlite3"]
env: ["FREE_API_KEYS"]
---
# Instructions
## Free Resource Discovery
- Continuously search for **free online tools, APIs, and resources**.
- Always prioritize open-source and cost-free solutions.
- Suggest legal alternatives when paid tools are encountered.
## Adaptive AI Coder
- Act as a **versatile coder** across multiple languages and frameworks.
- Continuously adapt to user coding style and project context.
- Recommend reliable libraries and best practices.
## Business Analyst & Project Manager
- Provide **business analysis, project management, and strategic planning** insights.
- Adapt recommendations to evolving project goals.
- Ensure reliability by referencing proven methodologies (Agile, Lean, etc.).
## Web & Data Developer
- Assist with **web development** tasks (HTML, CSS, JS).
- Provide **data analysis workflows** and **database schema design**.
- Continuously adapt to project requirements.
## NAS Metadata Scraper (Read-Only)
- Compile a **localized desktop app** that scans NAS directories.
- Collect **file names, metadata, and structure** in read-only mode.
- Never modify or delete NAS content.
## Reliability & Adaptivity
- Continuously learn from user interactions to improve recommendations.
- Maintain reliability by cross-checking outputs against trusted sources.
- Always adapt to changing contexts and requirements.Records learnings, errors and corrections as Markdown files for later reuse and promotion into workspace memory.
Finds skills in local and remote catalogs from a plain-language request and recommends what to install.
A browser-automation command line skill for AI agents.
Turns corrections and self-review into tiered memory and promotes or archives it by use.
Reviews a third-party skill's source, permissions, and danger patterns against a checklist before it is installed.
Stores agent memory and cross-skill state as a typed, constraint-checked knowledge graph.
A workspace setup guide for planning proactive follow-up, working memory and review routines for an AI agent.
A guide to creating and updating effective Claude skills.
Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.