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3 changes: 3 additions & 0 deletions CONTRIBUTING.md
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Expand Up @@ -23,6 +23,7 @@ copy, when a contract changes.
| Environment ownership and capability preparation (Skills, Plugins, MCP, `packages.system`) | [Environments](contracts/agents-api/environments.md) |
| Adding a Harness (steps) | [Harness onboarding](contracts/agents-api/harness-onboarding.md), `apps/parsar-daemon/internal/agent/harness.go` and `internal/harnessconfig/harness.go` |
| Built-in Harness identifiers, configuration/profile bindings and display names | `internal/harnessconfig/builtin/catalog.json` and its [generated reference](contracts/agents-api/harness-catalog.md) |
| Effective MCP bindings and credential authority | [Environment MCP](contracts/agents-api/environments.md#skills-plugins-and-environment-mcp) and `apps/parsar-daemon/internal/agent/mcp_binding.go` |
| Harness qualification and acceptance | [Harness integration](contracts/agents-api/harnesses.md) |
| Harness selection and Agent defaults | [Harness selection](contracts/agents-api/harness-selection.md) |
| Adding a Sandbox Provider | [Sandbox Provider guide](docs/sandbox-provider.md) and `services/agents-api/internal/sandbox/sandbox_provider.go` |
Expand Down Expand Up @@ -273,6 +274,8 @@ broader compatibility target is complete from one merged batch.
- Split growing files at an existing ownership boundary instead of adding
unrelated responsibilities.
- Use `internal/obs/log` for logs. Keep credentials out of source and logs.
Harness profiles must not copy Runtime tool environment values; see the
[environment contract](contracts/agents-api/environments.md#explicit-local-tool-environment).
- Require absolute user-supplied working directories.
- Keep test artifacts under `~/.oac/` and build output under
`${OAC_DEV_HOME:-$HOME/.oac}`. Runtime state uses `${OAC_RUNTIME_HOME:-$HOME/.oac}`.
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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -72,6 +72,7 @@ the [architecture guide](docs/architecture.md).
| Build an application on the API | [Quickstart](docs/getting-started/quickstart.md), then the [Agents API guide](docs/api/public-agent-api.md) |
| See a complete application | [Examples](docs/examples.md) |
| Run agents on my own machine | [Self-hosted execution](docs/getting-started/self-hosted.md) |
| Check verified Runtime capabilities and limits | [Capability qualification](contracts/agents-api/environment-capabilities-qualification.md) |
| Understand the design | [Architecture](docs/architecture.md) |
| Add a sandbox, harness or other component | [Developer guide](docs/development.md) |

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1 change: 1 addition & 0 deletions README.zh-CN.md
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Expand Up @@ -68,6 +68,7 @@ Core 对外提供两组 API:
| 基于 API 开发应用 | [快速开始](docs/getting-started/quickstart.md),然后看 [Agents API 指南](docs/api/public-agent-api.md) |
| 看一个完整的应用 | [示例](docs/examples.md) |
| 在自己的机器上运行 Agent | [自托管执行](docs/getting-started/self-hosted.md) |
| 查看 Runtime 能力和验收范围 | [能力验收记录](contracts/agents-api/environment-capabilities-qualification.md) |
| 了解设计 | [架构说明](docs/architecture.md) |
| 接入新的沙箱、Harness 或其他组件 | [开发指南](docs/development.md) |

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8 changes: 4 additions & 4 deletions apps/docs/content/docs/agents-and-tools.mdx
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Expand Up @@ -22,14 +22,14 @@ and Environment Plugin MCP have separate inventories and qualification.

| Operation | Implemented behavior and real qualification | Unsupported or unverified boundary |
| --- | --- | --- |
| Initial message input, `sessions.create` | String input and ordered user-message arrays share atomic admission. Codex/Claude text and inline image execution: M1/M2; ordinary MiniMax text: M1/P1. [Input contract](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/message-input.md), [initial parser](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/api/session_initial_input.go). | Whitespace-only text is admitted verbatim for Codex and rejected at admission for Claude SDK and MiniMax Code ([text content](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/message-input.md#text-content)). Empty parts beside text (SES-08) and local size-limit parity need upstream evidence. Images are only qualified for inline PNG/JPEG on `none` and Core-managed Docker `openai_hosted`; MiniMax, self-hosted images and remote URLs remain gaps. |
| Initial message input, `sessions.create` | String input and ordered user-message arrays share atomic admission. Codex/Claude text and inline image execution: M1/M2; ordinary MiniMax text: M1/P1. [Input contract](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/message-input.md), [initial parser](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/api/session_initial_input.go). | Whitespace-only text is admitted verbatim for Codex and rejected at admission for Claude SDK and MiniMax Code ([text content](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/message-input.md#text-content)). Empty parts beside text (SES-08) and local size-limit parity need upstream evidence. Inline PNG/JPEG is qualified on `none`, Core-managed Docker `openai_hosted` and `self_hosted`; MiniMax images and remote URLs remain gaps. |
| Prepared and active messages, `sessions.events.create` | Ordered `input_text`/`input_image` arrays retain original content and distinct public user Items. HTTP 202 confirms persistence; native receipts establish application. Initial/prepared/active Docker PNG/JPEG: M2; active PNG on `none`: M1. [Shared admission](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/api/inputs.go). | Codex flattens native messages with blank-line separators. Claude can fold or queue native turns; it does not promise Codex's same-native-turn behavior. Public durability does not prove native consumption. Claude SDK and MiniMax Code reject messages without an image or non-whitespace text at admission (`unsupported_or_invalid_configuration`); Codex delivers them unchanged. |
| Structured output, `agent.text.format` | Save/inherit/freeze `{type:json_schema,schema:...}`. Claude SDK object-root, single Agent, medium verbosity, ordinary functions returning text: S1 (`none`) and S2 (Docker, including prepared/active input and Files/Artifacts). Native final text is retained unchanged; its stream follows the official message sequence with the whole text in one `output_text.delta` ([item serialization](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/history-events-usage.md#item-serialization-2026-09-23)). [Contract](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/structured-output.md), [profile](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/engine/claude.go). | An explicit non-object root type is a protocol error for every harness ([validation](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/official-semantics-alignment.md#agent-configuration-validation--september-23)). Codex/MiniMax, schemas without an object root, schema numbers changed by binary64, self-hosted, Skills/Plugins, MCP, Subagent and discovery combinations reject execution. No output repair, coercion or extra model loop. Arbitrary schema dialects are unverified. |
| Structured output, `agent.text.format` | Save/inherit/freeze `{type:json_schema,schema:...}`. Claude SDK object-root, single Agent, medium verbosity, ordinary functions returning text: S1 (`none`) and S2 (Docker, including prepared/active input and Files/Artifacts), plus [self-hosted execution and cold continuation](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/environment-capabilities-qualification.md). Native final text is retained unchanged; its stream follows the official message sequence with the whole text in one `output_text.delta` ([item serialization](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/history-events-usage.md#item-serialization-2026-09-23)). [Contract](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/structured-output.md), [profile](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/engine/claude.go). | An explicit non-object root type is a protocol error for every harness ([validation](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/official-semantics-alignment.md#agent-configuration-validation--september-23)). Codex/MiniMax, schemas without an object root, schema numbers changed by binary64, Skills/Plugins, MCP, Subagent and discovery combinations reject execution. No output repair, coercion or extra model loop. Arbitrary schema dialects are unverified. |
| Function configuration, saved/inline Agents | Required name/description/schema; `defer_loading` defaults false. Protocol errors, repeated names and explicit non-object root types reject with the official fields ([validation](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/official-semantics-alignment.md#agent-configuration-validation--september-23)). Saved references resolve into an immutable Session snapshot. Codex/Claude real calls: F1/F2/M2/S1/S2. [Parser](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/api/function_configuration.go), [saved tools](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/api/saved_tools.go). | MiniMax public functions reject. Claude requires an explicit object root. Local nonblank/512-byte name and 64-definition Session bounds are compatibility gaps. Saving configuration alone does not qualify execution. |
| Function-result admission, `events.create` | Required `turn_id`, `call_id`, `success`; optional nullable `error` and `output`. Output is string or ordered text/image content. Scoped atomic batches retain field presence, original content and retry identity in storage; public result Items and events always carry `output` and `error`, null when not submitted ([item serialization](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/history-events-usage.md#item-serialization-2026-09-23)). Same result retries are accepted; changed results and results after cancellation return 409 `conflict_error`, including after terminal state. In the caller's Session, an unknown call or a call of another Turn returns 400 `invalid_request_error` without changing the pending action; missing and foreign Sessions stay 404 ([error rows](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/official-semantics-alignment.md#session-input-conflicts-and-result-targets--september-23)). F1/F2/M2 plus [controlled SDK/raw checks](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/tests/official_function_inputs.py). [Parser](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/api/function_inputs.go), [Store](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/store/function_inputs.go). | Admission is separate from application and public Item publication. Invalid or unqualified content cannot consume a pending call. Core messages omit the call and executor IDs that official messages name; hosted defaults and publication timing remain unverified. |
| Function text results and native application | Codex waits for a matching live root dynamic-tool completion; Claude waits for a matching live root native tool result. Text/error results, retry/conflict, cancellation and cold continuation: F1/F2. [Receipt contract](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/function-result-images.md). | Transport writes alone do not confirm application. Confirmation is not provider consumption, crash recovery or exactly-once external effects. No automatic result replay. |
| Function image results | Successful ordered inline PNG/JPEG with text, large PNG and image-only JPEG: Codex/Claude `none` F1/F2; Docker M2. Public Items retain submitted bytes. Codex receipt regression: F2. | Claude rejects failed images and remote references before persistence; native resizing may change its image bytes. MiniMax functions and self-hosted image workflows are unqualified. Other Codex image/error/reference combinations cannot be inferred from successful-inline evidence. |
| Deferred function discovery | Type-only `tool_search` plus mixed eager/deferred functions: Claude SDK 0.3.269/native 2.1.269, Kimi K3, single Agent, medium, `none`, text results; text and PNG input D1. Native provider observations establish lazy schema loading. [Contract](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/tool-search.md). | A repeated `tool_search` is a protocol error. Codex/MiniMax discovery, search-only/missing-search, workspace, MCP, structured-output and Subagent combinations remain gaps. Opaque native policy changes lack a reliable pre-input deferral signal. Saved tools include `tool_search`; the pinned Session response union excludes it. Exact hosted projection is unverified. |
| Function image results | Successful ordered inline PNG/JPEG with text, large PNG and image-only JPEG: Codex/Claude `none` F1/F2; Docker M2. Public Items retain submitted bytes. Codex receipt regression: F2. | Claude rejects failed images and remote references before persistence; native resizing may change its image bytes. Self-hosted Claude image results use the same native path; see the current [qualification record](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/environment-capabilities-qualification.md). MiniMax functions remain unqualified. Other Codex image/error/reference combinations cannot be inferred from successful-inline evidence. |
| Deferred function discovery | Type-only `tool_search` plus mixed eager/deferred functions: Claude SDK 0.3.269/native 2.1.269, Kimi K3, single Agent, medium, `none`, text results; text and PNG input D1. Native provider observations establish lazy schema loading for D1. [Self-hosted workspace callback, continuation and cancellation](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/environment-capabilities-qualification.md) use the same native path; they do not add model-request observer evidence. [Contract](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/tool-search.md). | A repeated `tool_search` is a protocol error. Codex/MiniMax discovery, search-only/missing-search, workspace with Skills/Plugins, MCP, structured-output and Subagent combinations remain gaps. Opaque native policy changes lack a reliable pre-input deferral signal. Saved tools include `tool_search`; the pinned Session response union excludes it. Exact hosted projection is unverified. |
| Explicit disabled search/PTC | Saved and inline `web_search.mode=disabled` and `programmatic_tool_calling.enabled=false`; shared native controls on initial and cold execution. All three harnesses on `none`: P1, including native inventory/control evidence. [Contract](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/tool-policy.md), [parser](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/api/disabled_tools.go). | Unsupported explicit enablement rejects at Session admission; saved Agents keep every pinned search mode as resource data (TV-05), and Sessions from such Agents reject unless they replace the tools. A repeated `web_search` is a protocol error. Omission retains approved native behavior, which does not establish official default-on PTC parity. Enabled search and default/error parity remain gaps; unrelated native utilities are not implicitly removed. |
| Agent service-origin MCP | Implemented Codex/Claude HTTP `none` profiles, anonymous/static bearer, scoped Vault selection and native `mcp_call` Items. [Configuration and qualification limits](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/README.md#http-mcp-execution), [profiles](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/services/agents-api/internal/engine/profile.go). | This closure batch does not requalify MCP/provider combinations. MiniMax, self-hosted/hosted service-origin MCP, OAuth, nonempty inline headers/metadata and other transports/origins reject. Claude requires a static connected inventory; original MCP-envelope fidelity and continuing server health are unverified. |
| Environment Plugin MCP/native tools | Separate [Docker Plugin transport matrix](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/environment-templates.md#environment-origin-mcp-plugins) and [V1 deployment evidence](https://github.com/MiniMax-AI/parsar-core/blob/f6d258735fc601c521dd990e6f9e1ed261f4ef2d/contracts/agents-api/user-managed-runtime-v1.md). Native tools stay within the existing colocated Runtime. | Plugin MCP is not Agent service-origin MCP or a public function action. No new optional cross-product is qualified here. Native utility inventories need not be identical. |
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