Adaptive Management & CLA
$29
Included with membership · or buy it individually
Adaptive Management & CLA
Implement adaptive management approaches for continuous learning and course correction. Covers CLA (Collaborating, Learning, Adapting), pause-and-reflect sessions, adaptive programming, and real-time feedback loops. Essential for effective implementation in complex contexts.
Installs into Claude Code, opencode, Claude.ai, ChatGPT, Gemini. Members get the full library.
It triggers on
- adaptive management
- CLA
- collaborating learning adapting
- pause and reflect
- course correction
- adaptive programming
- learning loop
- pivot
- real-time learning
- iteration
What it produces
- Generate Pause & Reflect Package
- Document Adaptation Decision
Pairs with: learning-agenda, me-reporting, theory-of-change, knowledge-management.
From download to answer in three steps.
Download & unzip
You get a folder with SKILL.md, its references and a cheatsheet.
Install it
Drop it in your skills directory (Claude Code / opencode), or upload SKILL.md to a Project, Custom GPT or Gem.
Ask
Ask in this domain. It answers from the source, cites the section, or says [NOT IN SOURCE].
Before you install.
What exactly is a skill?
A skill is a folder your AI loads on demand: a SKILL.md with the method, reference files, a cheatsheet and a provenance manifest. The model answers from it and replies [NOT IN SOURCE] instead of inventing.
Which AIs does it work with?
This skill installs into Claude Code, opencode, Claude.ai, ChatGPT, Gemini — and any tool that reads a SKILL.md.
Will it answer from the source?
Yes. Every package carries explicit answering rules: cite the section for each claim, label authority vs reasoning, and never invent a figure, citation or rule.
Is it kept current?
Yes. Method and donor skills are reviewed quarterly and you can re-download the latest version from your dashboard.
Adaptive Management & CLA
Implement adaptive management approaches for continuous learning and course correction.