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# Adaptive Interfaces
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[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/license/MIT)
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Adaptive Interfaces is an open framework
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for designing how intelligent systems
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interact with complex environments.
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- AI systems and tools (APIs, CLIs, services)
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- AI systems and other AI systems
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## Manifest Schema
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All Adaptive Interfaces repositories include a `MANIFEST.toml` describing the repo contents.
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| Repository | Purpose |
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| ---------- | ------- |
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| [adaptive-manifest-schema](https://github.com/adaptive-interfaces/adaptive-manifest-schema) | Canonical `MANIFEST.toml` schema; no upstream dependencies, consumed by all repos |
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## Start Here
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** [adaptive-guide](https://github.com/adaptive-interfaces/adaptive-guide)**
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**-> [adaptive-guide](https://github.com/adaptive-interfaces/adaptive-guide)**
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When agent output is technically correct
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but wrong for your team,
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## Then Apply It
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** [adaptive-playbook](https://github.com/adaptive-interfaces/adaptive-playbook)**
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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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## Repositories
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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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### Foundation
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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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### Skills
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| Repository | Kind | Description |
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| ---------- | ---- | ----------- |
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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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| [adaptive-sensor-testing](https://github.com/adaptive-interfaces/adaptive-sensor-testing) | Worked example | Complete example: sensor data testing using all three priors |
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| [adaptive-skill-lab](https://github.com/adaptive-interfaces/adaptive-skill-lab) | Lab | Incubator for developing, testing, and refining skills |
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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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### Domain Simulation
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| Repository | Kind | Description |
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| ---------- | ---- | ----------- |
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| [ptat-sim](https://github.com/adaptive-interfaces/ptat-sim) | Simulation | Deterministic PTAT sensor engine and stable typed interface for agent task assignment |
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### Examples and Labs
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| Repository | Kind | Description |
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| ---------- | ---- | ----------- |
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| [adaptive-sensor-testing](https://github.com/adaptive-interfaces/adaptive-sensor-testing) | Worked example | Sensor data testing and monitoring using all three priors; downstream consumer of ptat-sim |
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| [adaptive-skill-lab](https://github.com/adaptive-interfaces/adaptive-skill-lab) | Lab | Incubator for developing, testing, and refining skills |
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## Reading Order
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```text
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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-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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ptat-sim # domain simulation and interface contract
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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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