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@@ -166,19 +166,19 @@ This classification determines:
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## Step 3 – Add and Install Dependencies
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**Read [references/dependencies.md](reference/dependencies.md) and follow it completely for Step 3.**
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**Read [references/dependencies.md](references/dependencies.md) and follow it completely for Step 3.**
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---
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## Step 4 – Create the Server Wrapper & Entrypoint
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**Read [references/wrapper-entrypoint.md](reference/wrapper-entrypoint.md) and follow it completely for Step 4.**
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**Read [references/wrapper-entrypoint.md](references/wrapper-entrypoint.md) and follow it completely for Step 4.**
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---
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## Step 5 – Wire LLM / Services via Extensions
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**Read [references/llm-services.md](reference/llm-services.md) and follow it completely for Step 5.**
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**Read [references/llm-services.md](references/llm-services.md) and follow it completely for Step 5.**
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Set the `suggested` model in `LLMServiceExtensionSpec.single_demand()` to the same model used in the original agent.
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If the original agent accepts **named parameters** (not just free text), map them to an `initial_form` using the Forms extension. For free-text agents, the plain message input is sufficient — skip this step.
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**Read [references/forms.md](reference/forms.md) for the full implementation guide** (field types, Pydantic model, mid-conversation input).
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**Read [references/forms.md](references/forms.md) for the full implementation guide** (field types, Pydantic model, mid-conversation input).
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---
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## Step 7b – Adapt File Inputs
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If the original agent reads files from the local filesystem or accepts file paths as CLI/function arguments, those inputs must be replaced with platform file uploads. Local filesystem access is not available at runtime. Even if the file contains plain text, still use a `FileField` upload — do not flatten file inputs into message text.
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**Read [references/files.md](reference/files.md) for detection patterns, replacement steps, text extraction, and mid-conversation uploads.**
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**Read [references/files.md](references/files.md) for detection patterns, replacement steps, text extraction, and mid-conversation uploads.**
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---
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## Step 8 – Configuration Variables & Secrets
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**Read [references/configuration-variables.md](reference/configuration-variables.md) and follow it completely for configuration mapping, secret handling, and anti-patterns.**
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**Read [references/configuration-variables.md](references/configuration-variables.md) and follow it completely for configuration mapping, secret handling, and anti-patterns.**
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---
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## Step 9 – Agent Output
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### Trajectory Output Rule and Implementation
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**Read [references/trajectory.md](reference/trajectory.md) and follow it completely for trajectory decision rules and implementation.**
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**Read [references/trajectory.md](references/trajectory.md) and follow it completely for trajectory decision rules and implementation.**
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### Final Output Rule
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Enhance the agent with platform-level capabilities by injecting extensions via `Annotated` function parameters.
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**Read [references/platform-extensions.md](reference/platform-extensions.md) for extension selection and documentation links.**
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**Read [references/platform-extensions.md](references/platform-extensions.md) for extension selection and documentation links.**
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Treat this reference as required input for Step 10 decisions and implementation.
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