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README.md

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Before pushing changes, please verify against the local `.markdownlint.json`:
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```shell
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npx markdownlint-cli2 --fix "**/*.md"
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npx markdownlint-cli2 --fix "**/*.md" "!**/.venv/**"
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```
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## Organization Checks

profile/README.md

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how to write the context agents need,
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and how to evaluate whether it is working.
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## Then Apply It
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**[adaptive-playbook](https://github.com/adaptive-interfaces/adaptive-playbook)**
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The playbook defines the **execution process**:
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- how to set up priors
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- how to load context layers (ACS, ATD, AO, domain)
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- how to run tasks with agents
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- how to evaluate and iterate
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The guide defines the discipline;
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the playbook defines how to apply it.
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## Core Idea
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Intelligent systems act within environments that have:
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| Repository | Kind | Description |
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| --------------------------------------------------------------------------------------------------------------- | ------------------ | ------------------------------------------------------------------------------- |
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| [adaptive-guide](https://github.com/adaptive-interfaces/adaptive-guide) | Guide | > How to structure agent context for team-conforming output |
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| [adaptive-playbook](https://github.com/adaptive-interfaces/adaptive-playbook) | Playbook | Execution protocol for configuring agents to produce team-conforming output |
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| [adaptive-conformance-specification](https://github.com/adaptive-interfaces/adaptive-conformance-specification) | Foundational skill | Behavioral protocol for agents working in unfamiliar codebases or tool surfaces |
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| [adaptive-tool-discovery](https://github.com/adaptive-interfaces/adaptive-tool-discovery) | Domain skill | Learn and map the capabilities of an external tool set |
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| [adaptive-onboarding](https://github.com/adaptive-interfaces/adaptive-onboarding) | Domain skill | Build team-member-level context for a specific codebase or project |
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## Reading Order
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```text
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adaptive-guide # start here
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adaptive-guide # discipline (what and why)
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adaptive-playbook # execution (how)
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adaptive-conformance-specification # foundational behavior (ACS)
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adaptive-tool-discovery # map available tools (ATD)
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adaptive-onboarding # capture team conventions (AO)
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adaptive-sensor-testing # see a complete worked example
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adaptive-skill-lab # build and test your skills
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adaptive-sensor-testing # worked example
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adaptive-skill-lab # build and refine skills
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```
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## Scope
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A skill specification tells an agent how to think
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and what evidence to require before acting.
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Engineers who write skills rather than templates
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produce agents that are reliable across novel situations —
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not just the situations the template anticipated.
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A guide explains the discipline.
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A playbook defines execution.
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Engineers who implement both
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produce agents that are reliable across **novel situations**,
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not just situations the template anticipated.
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## Non-Goals
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Early-stage, specification-first.
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Skills are MIT licensed and designed to be forked and tuned
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for specific needs.
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Playbooks are expected to evolve with practice and usage.
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Examples and all repos are still under active development.

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