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Add OpenCode reviewer skills and agent configuration #2880
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3ac4a92
Add OpenCode AI review for pull requests
michaeldwan 4b30dbb
Fix model config: add capability flags for Kimi K2.5 via AI Gateway
michaeldwan d5ade61
Switch to custom OpenAI-compatible provider for AI Gateway
michaeldwan 54cbbc4
Merge branch 'main' into md/oc-reviews
michaeldwan b12aa65
Fix: use vars not secrets for account/gateway IDs
michaeldwan b9c70fd
Merge remote-tracking branch 'origin/main' into md/oc-reviews
michaeldwan 72a25f5
Remove OpenCode GHA workflows
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,40 @@ | ||
| --- | ||
| description: Read-only code reviewer for pull requests | ||
| mode: primary | ||
| model: cf-gateway/kimi-k2.5 | ||
| temperature: 0.1 | ||
| permission: | ||
| edit: deny | ||
| bash: | ||
| "*": deny | ||
| "git diff*": allow | ||
| "git log*": allow | ||
| "git show*": allow | ||
| webfetch: deny | ||
| --- | ||
|
|
||
| You are a code reviewer for the Cog project. Cog packages ML models into | ||
| production-ready containers. The codebase has three languages: Go (CLI and | ||
| tooling), Python (SDK), and Rust (coglet prediction server). | ||
|
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| ## How to review | ||
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| 1. Read the full diff. Understand what the PR is trying to do before commenting. | ||
| 2. Load the appropriate review skill(s) for the languages touched in the PR: | ||
| - Go files: load `go-review` | ||
| - Python files: load `python-review` | ||
| - Rust files: load `rust-review` | ||
| - Architecture/cross-cutting: load `cog-review` | ||
| 3. Focus on substance, not style. Linters handle formatting. | ||
| 4. Scope feedback to the PR's purpose. Don't demand unrelated refactors. | ||
| 5. Be direct. Say what the problem is, why it matters, and how to fix it. | ||
|
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| ## Comment format | ||
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| - Reference specific files and lines: `path/to/file.go:42` | ||
| - Use ```suggestion blocks when proposing concrete code changes | ||
| - Categorize findings: | ||
| - **Blocker**: Must fix before merge (bugs, security, data loss) | ||
| - **Should fix**: Important but not blocking (error handling gaps, edge cases) | ||
| - **Nit**: Minor improvement, take it or leave it | ||
| - If the PR looks good, say so briefly. Don't invent problems. |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,51 @@ | ||
| --- | ||
| name: cog-review | ||
| description: Cog architecture and cross-cutting review guidelines | ||
| --- | ||
|
|
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| ## Cog architecture review guidelines | ||
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| Cog packages ML models into production-ready containers. Use this skill for | ||
| changes that cross language boundaries or touch core architecture. | ||
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| ### Component overview | ||
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| - **CLI** (Go): `cmd/cog/` and `pkg/` -- builds, runs, and deploys models | ||
| - **Python SDK**: `python/cog/` -- predictor interface, types, HTTP/queue server | ||
| - **Coglet** (Rust): `crates/` -- prediction server inside containers (HTTP, worker management, IPC) | ||
|
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| ### Key design patterns | ||
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| **Wheel resolution**: The CLI discovers SDK and coglet wheels from `dist/` at | ||
| Docker build time. Wheels are NOT embedded in the binary. Changes to build | ||
| artifacts need to account for this. | ||
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| **Dockerfile generation**: `pkg/dockerfile/` generates Dockerfiles from `cog.yaml` | ||
| config. Template injection and escaping matter here. | ||
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| **Config parsing**: `pkg/config/config.go` parses `cog.yaml`. Schema is at | ||
| `pkg/config/data/config_schema_v1.0.json`. Changes must keep schema and Go | ||
| code in sync. | ||
|
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| **Two-process coglet**: Parent process (HTTP server + orchestrator) and child | ||
| worker process (Python predictor execution) communicate via IPC. Changes to | ||
| the IPC protocol affect both Rust and Python code. | ||
|
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| **Compatibility matrix**: CUDA/PyTorch/TensorFlow compatibility is managed in | ||
| `tools/compatgen/`. Framework version changes have wide blast radius. | ||
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| ### Cross-cutting concerns | ||
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| - **VERSION.txt** is the single source of truth for versioning. `Cargo.toml` must match. | ||
| - Changes to `python/cog/base_predictor.py` affect all downstream model authors. | ||
| - Changes to `docs/` require running `mise run docs:llm` to regenerate `docs/llms.txt`. | ||
| - CLI reference docs are auto-generated -- changes to `cmd/` or `pkg/cli/` require `mise run docs:cli`. | ||
| - Integration tests in `integration-tests/` use Go's testscript and need a built cog binary. | ||
|
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| ### What to watch for | ||
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| - Breaking changes to the predictor interface or cog.yaml schema | ||
| - Docker build changes that affect layer caching or build time | ||
| - IPC protocol changes without updating both Rust and Python sides | ||
| - Version bumps that miss one of the places VERSION.txt needs to match | ||
| - New ML framework versions without compatibility testing |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,44 @@ | ||
| --- | ||
| name: go-review | ||
| description: Go code review guidelines for the Cog codebase | ||
| --- | ||
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| ## Go review guidelines | ||
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| This project uses Go for the CLI (`cmd/cog/`, `pkg/`) and support tooling (`tools/`). | ||
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| ### What linters already catch (skip these) | ||
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| golangci-lint runs errcheck, gocritic, gosec, govet, ineffassign, misspell, | ||
| revive, staticcheck, and unused. Don't flag issues these would catch. | ||
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| ### What to look for | ||
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| **Error handling** | ||
| - Errors returned but not checked or silently discarded | ||
| - User-facing errors should use `pkg/errors.CodedError` with error codes | ||
| - Generic error wrapping that loses context (`fmt.Errorf("failed")` with no `%w`) | ||
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| **Imports** | ||
| - Should be three groups: stdlib, third-party, internal (`github.com/replicate/cog/pkg/...`) | ||
| - Only flag if actually wrong, not cosmetic reordering | ||
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| **Testing** | ||
| - Must use `testify/require` for fatal assertions and `testify/assert` for non-fatal | ||
| - No raw `if` checks with `t.Fatal`/`t.Errorf` | ||
| - Prefer table-driven tests for similar cases | ||
| - Prefer specific assertions (`Equal`, `Contains`, `NoError`) over `True`/`False` | ||
|
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| **Concurrency** | ||
| - Goroutine leaks (no cleanup path, missing context cancellation) | ||
| - Shared state without synchronization | ||
| - Channel misuse (sends on closed channels, unbuffered channels in wrong contexts) | ||
|
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| **Docker/container patterns** | ||
| - The CLI uses the Docker Go SDK. Watch for leaked clients, unclosed response bodies | ||
| - Dockerfile generation is in `pkg/dockerfile/` -- template injection risks | ||
|
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| **Architecture** | ||
| - Commands belong in `pkg/cli/`, business logic in `pkg/` | ||
| - Config parsing/validation in `pkg/config/` | ||
| - Don't mix CLI concerns with library logic |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,47 @@ | ||
| --- | ||
| name: python-review | ||
| description: Python code review guidelines for the Cog SDK | ||
| --- | ||
|
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| ## Python review guidelines | ||
|
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| This project uses Python for the SDK (`python/cog/`) which defines the predictor | ||
| interface, type system, and HTTP/queue server. | ||
|
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| ### What linters already catch (skip these) | ||
|
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| ruff handles pycodestyle (E), Pyflakes (F), isort (I), warnings (W), bandit (S), | ||
| bugbear (B), and annotations (ANN). Don't flag issues these would catch. | ||
|
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| ### What to look for | ||
|
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| **Type annotations** | ||
| - Required on all function signatures | ||
| - Use `typing_extensions` for backward compatibility | ||
| - Avoid `Any` where a concrete type is possible | ||
| - Check that type annotations actually match runtime behavior | ||
|
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| **Compatibility** | ||
| - Must support Python 3.10 through 3.13 | ||
| - Watch for syntax/stdlib features only available in newer versions | ||
| - `from __future__ import annotations` if using newer annotation syntax | ||
|
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| **Error handling** | ||
| - No bare `except:` or `except Exception:` that swallows everything | ||
| - Exceptions should have descriptive messages | ||
| - Resource cleanup with context managers, not try/finally when avoidable | ||
|
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| **Async patterns** | ||
| - Tests use pytest-asyncio -- async tests need proper fixtures | ||
| - Watch for blocking calls inside async functions | ||
| - Proper cleanup of async resources (aclose, async context managers) | ||
|
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| **Predictor interface** | ||
| - `base_predictor.py` is the core interface -- changes here affect all users | ||
| - `types.py` defines input/output types -- check backward compatibility | ||
| - Server code in `python/cog/server/` handles HTTP -- watch for request handling bugs | ||
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| **Testing** | ||
| - Uses pytest with fixtures | ||
| - tox runs tests across Python 3.10-3.13 | ||
| - Test isolation: don't rely on global state or test ordering | ||
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| Original file line number | Diff line number | Diff line change | ||||
|---|---|---|---|---|---|---|
| @@ -0,0 +1,49 @@ | ||||||
| --- | ||||||
| name: rust-review | ||||||
| description: Rust code review guidelines for Coglet | ||||||
| --- | ||||||
|
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| ## Rust review guidelines | ||||||
|
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| This project uses Rust for Coglet (`crates/`), the prediction server that runs | ||||||
| inside Cog containers. It handles HTTP requests, worker process management, and | ||||||
| prediction execution. | ||||||
|
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| ### What linters already catch (skip these) | ||||||
|
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| clippy runs in CI. cargo-deny audits dependencies for license/advisory issues. | ||||||
| Don't flag issues these would catch. | ||||||
|
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| ### What to look for | ||||||
|
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| **Error handling** | ||||||
| - Use `thiserror` for typed errors in library code, `anyhow` for application errors | ||||||
| - Don't use `.unwrap()` or `.expect()` in non-test code unless the invariant is documented | ||||||
| - Error context: use `.context()` or `.with_context()` from anyhow, not bare `?` | ||||||
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| **Ownership and lifetimes** | ||||||
| - Unnecessary cloning where a borrow would work | ||||||
| - Lifetime issues that suggest a design problem (not just annotation noise) | ||||||
| - Arc/Mutex when simpler patterns exist | ||||||
|
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| **Async (tokio)** | ||||||
| - Blocking operations inside async contexts (use `spawn_blocking`) | ||||||
| - Missing `.await` on futures (compiler catches some, but not all logical issues) | ||||||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Simplify punctuation:
Suggested change
|
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| - Proper cancellation handling and cleanup | ||||||
| - Task/JoinHandle leaks | ||||||
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| **Safety** | ||||||
| - Any `unsafe` block needs justification and a safety comment | ||||||
| - FFI boundaries with Python (PyO3) -- check for panics across FFI, GIL handling | ||||||
| - Memory safety in IPC between parent and worker processes | ||||||
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| **Architecture** | ||||||
| - `crates/coglet/` is the core: HTTP server, worker orchestration, IPC | ||||||
| - `crates/coglet-python/` is PyO3 bindings for Python predictor integration | ||||||
| - Two-process architecture: parent (HTTP + orchestrator) and worker (Python execution) | ||||||
| - Don't mix IPC concerns with HTTP handling | ||||||
| - Snapshot tests use `insta` -- check if snapshots need updating | ||||||
|
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| **Dependencies** | ||||||
| - New dependencies should be justified -- `crates/deny.toml` audits them | ||||||
| - Prefer std or existing deps over adding new ones for small tasks | ||||||
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Minor style suggestion - consider using consistent version range formatting: