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chore: import upstream snapshot with attribution
2026-07-13 13:10:45 +08:00

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# Naming conventions for `core/`
A small, enforceable vocabulary so file and type names say what they are. The
goal is that a reader can tell a data type from a process, a mutable state from
a frozen view, and a package's purpose from its name alone.
## Glossary (one meaning per term)
| Term | Means | Example |
| --- | --- | --- |
| **State** | Mutable investigation/session facts that evolve during a run | `AgentState`, `InvestigationState` |
| **Snapshot** | A frozen view captured at a boundary (turn start, run start) | `TurnSnapshot` |
| **RunInput** / **RunResult** | The input to and output from one `Agent.run()` boundary | `AgentRunInput`, `AgentRunResult` |
| **Slice** | A typed segment of a state dict | `DiagnosisSlice`, `AlertInputSlice` |
| **Resources** | Handles passed into tool executors for one call | `ToolCallResources` |
| **Budget** | An LLM token/window policy — not application state | `enforce_token_budget` |
| **Host** | The callback contract an algorithm drives (a `Protocol`) | `LoopHost` |
## Module naming: `{domain}_{role}.py`
Name a file for the concept it holds, not with a generic bucket word.
```
core/agent/
agent.py # the Agent facade
react_loop.py # ReactLoop + run_react_loop (the algorithm)
loop_host.py # LoopHost (the callback contract)
run_io.py # AgentRunInput, AgentRunResult (the run boundary's I/O)
mixins.py # the reusable *Mixin behaviors
provider_hooks.py # ProviderHookDelegate
```
## Type naming
- **Mixins** carry a `Mixin` suffix — they cannot stand alone (they assume
fields/methods the host provides). `EventEmitterMixin`, `ToolFilterMixin`,
`SteeringMixin`.
- **Protocols** are named by their role, not with a `Protocol` suffix — matches
the stdlib (`Iterable`, `SupportsRead`) and `agent_harness/ports.py`
(`OutputSink`, `SessionStore`). `LoopHost`, not `LoopHostProtocol`.
- **Do not prefix a type with its own package name.** Inside `core/agent/`, a
class is `EventEmitterMixin`, not `AgentEventEmitter` — the namespace already
says "agent."
## Anti-patterns (do not add in new code)
- `context.py` at `core/` or `core/agent/` root — "context" is overloaded across
the repo. Name the concept (`run_io.py`, `turn_snapshot.py`).
- `models.py` when the file holds only run I/O — too vague. Say what the models
are (`run_io.py`).
- `*Context` without a domain prefix when another `*Context` already exists.
- A package whose only child is a single sub-package — collapse the wrapper.
## Imports
Use fully qualified paths in code; keep short mental labels for docs.
| Mental label | Import |
| --- | --- |
| ReAct run I/O | `from core.agent.run_io import AgentRunInput, AgentRunResult` |
| ReAct loop | `from core.agent.react_loop import run_react_loop` |
| Loop callback contract | `from core.agent.loop_host import LoopHost` |
| The agent primitive | `from core.agent import Agent` |
| Harness turn snapshot | `from core.agent_harness.turns.turn_snapshot import TurnSnapshot` |
Re-export from a package `__init__.py` only for its single canonical symbol
(`Agent`), not everything — avoid `from core.agent import *`-style ambiguity.