Add framework documentation and offline example
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# Framework Format Reference
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## Purpose
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This document is the canonical contract for Promptkit prompt-definition,
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profile, and schema files. The [Go package consumer guide](consumers/pkg-promptkit.md)
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explains how to select these sources and invoke the engine. The
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[OpenAI-compatible integration contract](integrations/openai-compatible-chat.md)
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owns the resulting outbound wire behavior.
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Prompt and profile sources recursively discover files ending in `.yaml` or
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`.yml`. YAML decoding is strict: unknown fields are errors for the selected
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definition. Definitions are selected by their YAML `id`, not their file name
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or directory.
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## Prompt Definitions
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A prompt definition describes inputs, Go-template messages, an optional
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default profile, and an output contract.
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```yaml
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id: meeting.summary
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version: "1.0.0"
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default_profile: local-summary
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description: Summarize a synthetic meeting note.
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session_id: '{{.session}}'
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inputs:
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- name: note
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required: true
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content_type: text/plain
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description: Meeting note to summarize.
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messages:
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- role: system
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content: Return a concise summary.
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cache_control:
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type: ephemeral
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ttl: 1h
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- role: user
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content_file: ./summary.user.md
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output:
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format: markdown
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validation_mode: basic
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repair_attempts: 0
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```
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| Field | Required | Meaning |
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| --- | --- | --- |
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| `id` | yes | Non-empty prompt identifier used by `RunRequest.PromptID`. |
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| `version` | yes | Non-empty version selected by an optional `RunRequest.PromptVersion`. |
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| `default_profile` | no | Non-empty profile ID used when the request omits `ProfileID`. |
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| `description` | no | Human-readable description. |
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| `session_id` | no | Go template rendered from request variables and input helpers. |
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| `inputs` | no | Declared input metadata. |
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| `messages` | yes | One or more chat-message templates. |
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| `output` | yes | Output format and validation settings. |
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When a request omits a version, the selected prompt ID must identify exactly
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one definition. When it supplies a version, the ID and version pair must be
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unique.
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### Inputs
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Each `inputs` item has these fields:
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| Field | Required | Meaning |
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| --- | --- | --- |
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| `name` | yes | Non-empty name used by the request input map and `input` template helper. Names must be unique. |
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| `required` | no | When true, preparation fails if the request omits the input. The default is false. |
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| `content_type` | no | Expected media-type metadata. |
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| `description` | no | Human-readable input description. |
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Requests supply inputs as inline or file-backed `ArtifactRef` values. Declared
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required inputs must be present. A template reference also requires the named
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input to exist, whether or not it was declared. Extra request inputs are
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allowed.
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### Messages And Templates
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Each message has a non-empty `role` and exactly one of:
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- `content`, containing an inline Go template; or
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- `content_file`, naming a file whose contents are the Go template.
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For directory and `fs.FS` prompt sources, `content_file` resolves relative to
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the prompt file and remains within the source root. `WithPromptFile` also
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resolves it relative to that file.
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Request variables are the template data, so a variable named `audience` is
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referenced as `{{.audience}}`. The `{{input "note"}}` helper renders the body
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of a named input. Missing variables and input references are errors.
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The optional `session_id` uses the same template data and input helper. Its
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rendered value is trimmed, omitted when empty, and limited to 256 Unicode code
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points.
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### Cache Control
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`cache_control` is optional and has these fields:
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| Field | Required | Values |
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| --- | --- | --- |
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| `type` | yes | `ephemeral` |
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| `ttl` | no | Empty or `1h` |
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Promptkit preserves cache-control metadata on the rendered message. The
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outbound integration determines its wire representation.
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### Output Contract
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| Field | Required | Values or behavior |
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| --- | --- | --- |
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| `format` | yes | `text`, `markdown`, or `json`. |
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| `validation_mode` | yes | `none`, `basic`, `json`, or `json_schema`. |
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| `schema_path` | for `json_schema` | Path to a schema in the configured schema source. |
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| `repair_attempts` | no | Integer zero or greater; omitted means zero. |
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The validation modes behave as follows:
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- `none` skips content validation;
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- `basic` requires non-empty generated content;
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- `json` requires valid JSON; and
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- `json_schema` requires valid JSON that satisfies the selected schema.
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`format` controls output artifact metadata. JSON Schema mode also supplies the
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schema to compatible model clients as structured-output metadata. The public
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engine does not install an output repairer, so its validation is single-pass
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even when a positive `repair_attempts` value is present.
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A request-level `OutputContract` replaces the complete prompt output contract.
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It does not merge individual fields. If its format is empty, Promptkit uses
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`text`.
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## Profile Definitions
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A profile supplies model execution settings:
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```yaml
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id: local-summary
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endpoint: http://localhost:8000/v1
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model: example-model
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temperature: 0.2
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max_tokens: 500
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top_p: 0.95
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timeout_seconds: 90
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service_tier: flex
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reasoning_effort: medium
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api_key_env: EXAMPLE_API_KEY
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extra_params:
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provider_option: enabled
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```
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| Field | Required | Meaning |
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| --- | --- | --- |
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| `id` | yes | Non-empty profile identifier. IDs must be unique within one source. |
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| `endpoint` | yes | Non-empty OpenAI-compatible base URL, including an API version path when required. |
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| `model` | yes | Non-empty provider model name. |
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| `temperature` | no | Number from 0 through 2. |
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| `max_tokens` | no | Integer zero or greater. |
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| `top_p` | no | Number from 0 through 1. |
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| `timeout_seconds` | no | Per-generation deadline in whole seconds; integer zero or greater. |
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| `service_tier` | no | Provider-specific request tier. |
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| `reasoning_effort` | no | Provider-specific reasoning setting. |
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| `api_key_env` | no | Name of an environment variable containing the API key. |
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| `extra_params` | no | JSON-compatible provider-specific outbound fields. |
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Raw `api_key` is prohibited in profile YAML. Store only an environment
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variable name in `api_key_env`.
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`extra_params` accepts null, booleans, finite numbers, strings, arrays, and
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objects with string keys. Keys must be non-empty. With the built-in client,
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they also cannot collide with the standard fields listed in the
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[outbound request contract](integrations/openai-compatible-chat.md#request-body).
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### Defaults And Overrides
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Execution settings resolve in this order:
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1. framework defaults;
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2. the selected profile; and
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3. request `ExecutionTargetOverride` values.
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The framework defaults are:
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| Setting | Default |
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| --- | --- |
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| `temperature` | `0` |
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| `max_tokens` | `0` |
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| `top_p` | `1` |
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| `timeout_seconds` | `600` |
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Numeric zero in a file or in-memory profile means that the profile does not
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replace the framework default. Numeric request overrides use pointers, so an
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explicit zero is preserved. In particular, an explicit request
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`timeout_seconds` of zero disables the per-generation deadline while leaving
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the caller context and transport timeout intact.
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Non-empty request strings replace profile strings. A non-empty request
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`ExtraParams` map replaces the profile map rather than merging keys.
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The [outbound integration contract](integrations/openai-compatible-chat.md)
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defines how the effective settings are serialized.
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### Source And Profile Precedence
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An explicit request profile ID takes precedence over the prompt's
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`default_profile`. If neither is present, preparation fails.
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Profile sources resolve matching IDs in this order:
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1. in-memory profiles supplied with `WithProfiles`;
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2. a profile file, `fs.FS`, or configured profile directory; and
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3. embedded built-in profiles.
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A higher-precedence source falls back only when the profile is absent. An
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invalid matching profile is an error and does not fall back. In-memory
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`Profile` values follow the same ranges as YAML profiles. They use
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`APIKeyRequired` for request-scoped credentials instead of `api_key_env`.
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## Built-In Profile Catalog
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Built-ins use the OpenRouter-compatible endpoint and
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`OPENROUTER_API_KEY`. A custom or in-memory profile with the same ID takes
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precedence.
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| Provider | ID | Model |
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| --- | --- | --- |
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| aion-labs | `aion-2` | `aion-labs/aion-2.0` |
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| anthropic | `claude-fable-latest` | `~anthropic/claude-fable-latest` |
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| anthropic | `claude-haiku-latest` | `~anthropic/claude-haiku-latest` |
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| anthropic | `claude-opus-latest` | `~anthropic/claude-opus-latest` |
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| anthropic | `claude-sonnet-latest` | `~anthropic/claude-sonnet-latest` |
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| deepseek | `deepseek-3-2` | `deepseek/deepseek-v3.2` |
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| deepseek | `deepseek-4-flash` | `deepseek/deepseek-v4-flash` |
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| deepseek | `deepseek-4-pro` | `deepseek/deepseek-v4-pro` |
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| google | `gemini-2-flash` | `google/gemini-2.5-flash` |
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| google | `gemini-2-flash-lite` | `google/gemini-2.5-flash-lite` |
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| google | `gemini-2-pro` | `google/gemini-2.5-pro` |
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| google | `gemini-3-flash-lite` | `google/gemini-3.1-flash-lite` |
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| google | `gemini-flash-latest` | `~google/gemini-flash-latest` |
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| google | `gemini-pro-latest` | `~google/gemini-pro-latest` |
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| google | `gemma-4-31b` | `google/gemma-4-31b-it:exacto` |
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| minimax | `minimax-m2` | `minimax/minimax-m2.5` |
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| minimax | `minimax-m3` | `minimax/minimax-m3` |
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| mistral | `mistral-large-2512` | `mistralai/mistral-large-2512` |
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| mistral | `mistral-medium-3-5` | `mistralai/mistral-medium-3-5` |
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| mistral | `mistral-small-3` | `mistralai/mistral-small-3.2-24b-instruct` |
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| mistral | `mistral-small-4` | `mistralai/mistral-small-2603` |
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| nvidia | `nemotron-3-ultra` | `nvidia/nemotron-3-ultra-550b-a55b` |
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| openai | `gpt-5-mini` | `openai/gpt-5.4-mini` |
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| openai | `gpt-5-nano` | `openai/gpt-5.4-nano` |
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## Schemas
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Schemas are JSON documents selected by a prompt or request
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`schema_path`. For a directory or `fs.FS` source, paths resolve within the
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configured source root. Referenced nested schemas resolve relative to the
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owning schema document. `WithSchemaFile` exposes one schema, addressed by its
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base name.
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An unreadable, invalid, or unresolvable schema produces an operational
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validation error. Generated content that is valid JSON but does not satisfy the
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schema produces a failed validation result.
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## Credentials
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Credential values belong at the request or environment boundary, never in
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prompt, profile, schema, or example files:
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- a file profile names an environment variable with `api_key_env`;
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- an in-memory profile may set `APIKeyRequired`;
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- a request can provide a direct `APIKey` or override `APIKeyEnv`; and
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- a direct request key takes precedence over environment lookup.
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Promptkit validates required credential availability during preparation.
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Direct keys are excluded from JSON results and redacted by public string
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formatters. Environment-variable names may appear in prepared metadata, but
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their values do not.
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