fix: improve OpenClaw observability consistency#203
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Signed-off-by: mnajafian-nv <mnajafian@nvidia.com>
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🧰 Additional context used📓 Path-based instructions (12)**/*.rs📄 CodeRabbit inference engine (.agents/skills/add-binding-feature/SKILL.md)
Files:
crates/core/src/observability/{atif,otel,openinference}.rs📄 CodeRabbit inference engine (.agents/skills/maintain-observability/SKILL.md)
Files:
**/{Cargo.toml,**/*.rs}📄 CodeRabbit inference engine (.agents/skills/maintain-packaging/SKILL.md)
Files:
**/*.{h,hpp,c,cpp,rs}📄 CodeRabbit inference engine (.agents/skills/maintain-packaging/SKILL.md)
Files:
{crates/core,crates/adaptive}/**/*📄 CodeRabbit inference engine (.agents/skills/prepare-pr/SKILL.md)
Files:
**/*.{rs,toml}📄 CodeRabbit inference engine (.agents/skills/rename-surfaces/SKILL.md)
Files:
crates/core/**/*.rs📄 CodeRabbit inference engine (.agents/skills/test-go-binding/SKILL.md)
Files:
crates/{core,adaptive}/**📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)
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**/*.{rs,py,js,ts,tsx,jsx,go,sh,toml,yaml,yml,md}📄 CodeRabbit inference engine (AGENTS.md)
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**/*.{rs,py,go,js,ts,tsx}📄 CodeRabbit inference engine (AGENTS.md)
Files:
crates/**/*.rs📄 CodeRabbit inference engine (AGENTS.md)
Files:
crates/{core,adaptive}/**/*.rs⚙️ CodeRabbit configuration file
Files:
🔇 Additional comments (1)
WalkthroughAdds Anthropic content/tool-use parsing into ATIF extraction, extends OpenInference to read nested cached-token fields and OpenAI ChangesLLM Event Extraction and Replay
🎯 3 (Moderate) | ⏱️ ~25 minutes 🚥 Pre-merge checks | ✅ 5✅ Passed checks (5 passed)
✏️ Tip: You can configure your own custom pre-merge checks in the settings. ✨ Finishing Touches🧪 Generate unit tests (beta)
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🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@integrations/openclaw/test/llm-replay.test.ts`:
- Around line 107-234: The build fails due to missing Node type definitions in
the integrations/openclaw tests; add `@types/node` as a devDependency in
integrations/openclaw/package.json and/or install it in the workspace, then fix
the local tsconfig used for tests (update compilerOptions.types to include
"node" or remove the explicit types array so defaults apply) so TypeScript can
find Node types; after updating, reinstall deps and rerun npm test
--workspace=integrations/openclaw -- llm-replay.test.ts to validate the replay
normalization assertions exercised by tests using helpers like
createNemoRelayRuntime and createBackend in llm-replay.test.ts.
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
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Configuration used: Path: .coderabbit.yaml
Review profile: ASSERTIVE
Plan: Enterprise
Run ID: b434f48b-2ad6-4661-a4b9-1c3aa4f250b1
📒 Files selected for processing (7)
crates/core/src/observability/atif.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/tests/unit/observability/openinference_tests.rsintegrations/openclaw/src/hook-replay/llm.tsintegrations/openclaw/test/llm-replay.test.ts
📜 Review details
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🧰 Additional context used
📓 Path-based instructions (17)
**/*{test,spec,smoke}.{js,ts,py}
📄 CodeRabbit inference engine (.agents/skills/contribute-integration/SKILL.md)
Relevant integration tests or smoke path must pass
Files:
integrations/openclaw/test/llm-replay.test.ts
{crates/adaptive/**/*.rs,**/*test*.{rs,py,go,ts,js},**/*adaptive*test*.{rs,py,go,ts,js},docs/plugins/adaptive/**}
📄 CodeRabbit inference engine (.agents/skills/maintain-optimizer/SKILL.md)
Maintain documented and tested validation and report behavior for adaptive surfaces
Files:
integrations/openclaw/test/llm-replay.test.tscrates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/tests/unit/observability/openinference_tests.rs
**/*.{wasm,js,ts}{,x}
📄 CodeRabbit inference engine (.agents/skills/maintain-packaging/SKILL.md)
Ensure WebAssembly package naming conventions are consistent with generated package expectations and downstream consumption
Files:
integrations/openclaw/test/llm-replay.test.tsintegrations/openclaw/src/hook-replay/llm.ts
**/*.{js,ts,jsx,tsx}
📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)
Run Node.js formatting with
npm run format --workspace=nemo-relay-nodeInclude SPDX license header in all JavaScript and TypeScript source files using double-slash comment syntax
Files:
integrations/openclaw/test/llm-replay.test.tsintegrations/openclaw/src/hook-replay/llm.ts
**/*.{rs,py,js,ts,tsx,jsx,go,sh,toml,yaml,yml,md}
📄 CodeRabbit inference engine (AGENTS.md)
Keep SPDX headers on source, docs, scripts, and configuration files. The project is Apache-2.0.
Files:
integrations/openclaw/test/llm-replay.test.tsintegrations/openclaw/src/hook-replay/llm.tscrates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
**/*.{rs,py,go,js,ts,tsx}
📄 CodeRabbit inference engine (AGENTS.md)
Follow binding naming conventions: Rust and Python use
snake_case, C FFI exports prefixednemo_relay_, Go usesPascalCasefor public APIs, Node.js usescamelCase.
Files:
integrations/openclaw/test/llm-replay.test.tsintegrations/openclaw/src/hook-replay/llm.tscrates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
**/*.rs
📄 CodeRabbit inference engine (.agents/skills/add-binding-feature/SKILL.md)
Use
snake_casenaming convention for Rust identifiers (e.g.,nemo_relay_tool_call)
**/*.rs: Any Rust change must runjust test-rust
Any Rust change must runcargo fmt --all
Any Rust change must runcargo clippy --workspace --all-targets -- -D warnings
**/*.rs: Runcargo fmt --allfor all FFI work since it is Rust work
Runjust test-rustto validate FFI changes
Runcargo clippy --workspace --all-targets -- -D warningsto enforce strict linting on FFI workWhen Rust files changed as part of Go work, also run
cargo fmt --all,just test-rust, andcargo clippy --workspace --all-targets -- -D warnings
**/*.rs: Runcargo fmt --allwhen Rust files are changed as part of Node work
Runcargo clippy --workspace --all-targets -- -D warningswhen Rust files are changed as part of Node work
Runjust test-rustwhen Rust files are changed as part of Node work
**/*.rs: Runcargo fmt --allto format all Rust code
Runcargo clippy --workspace --all-targets -- -D warningsto enforce all clippy lints as errors
**/*.rs: Runcargo fmt --allwhen Rust files changed as part of WebAssembly work
Runcargo clippy --workspace --all-targets -- -D warningswhen Rust files changed as part of WebAssembly work
**/*.rs: If any Rust code changed, always runjust test-rust
If any Rust code changed, also runcargo fmt --all
If any Rust code changed, also runcargo clippy --workspace --all-targets -- -D warnings
Run Rust formatting withcargo fmt --all
Run Rust linting withcargo clippy --workspace --all-targets -- -D warnings
**/*.rs: Usecargo fmtfor Rust code formatting
Runcargo clippy -- -D warningsto lint Rust code and treat all warnings as errors
Use Rust snake_case naming convention for Rust identifiers
Include SPDX license header in all Rust source files using double-slash comment syntax
Validate Rust code withuv run pre-commit run --all-filesto enforce cargo fmt formatting check, cargo clippy lints, and cargo deny aud...
Files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
**/{Cargo.toml,**/*.rs}
📄 CodeRabbit inference engine (.agents/skills/maintain-packaging/SKILL.md)
Maintain consistency between Rust package names in
Cargo.tomland their actual usage across the codebase
Files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
**/*.{h,hpp,c,cpp,rs}
📄 CodeRabbit inference engine (.agents/skills/maintain-packaging/SKILL.md)
Ensure FFI header and library naming follows consistent conventions across platform-specific builds
Files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
{crates/core,crates/adaptive}/**/*
📄 CodeRabbit inference engine (.agents/skills/prepare-pr/SKILL.md)
Changes to
crates/coreorcrates/adaptivemust run the full language matrix
Files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
**/*.{rs,toml}
📄 CodeRabbit inference engine (.agents/skills/rename-surfaces/SKILL.md)
Update Rust crate names and module prefixes during coordinated rename operations
Files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
crates/core/**/*.rs
📄 CodeRabbit inference engine (.agents/skills/test-go-binding/SKILL.md)
If the change touched
crates/coreor shared runtime semantics, also usevalidate-changefor broader validation
crates/core/**/*.rs: UseJson = serde_json::Valuein Rust-facing runtime APIs where the existing code expects JSON payloads.
UseResult<T>withFlowErrorin core runtime paths. Keep errors explicit and binding-appropriate at the wrapper layer.
Files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
crates/{core,adaptive}/**
📄 CodeRabbit inference engine (.agents/skills/validate-change/SKILL.md)
If
crates/coreorcrates/adaptivechanged, run the full matrix across Rust, Python, Go, Node.js, and WebAssembly
Files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
crates/**/*.rs
📄 CodeRabbit inference engine (AGENTS.md)
crates/**/*.rs: Keep async behavior on the existing tokio-based model. Bindings should preserve callback and future lifetimes rather than blocking or hiding async work unexpectedly.
UseJson = serde_json::Valuein Rust-facing runtime APIs for JSON payload handling.
Files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
crates/{core,adaptive}/**/*.rs
⚙️ CodeRabbit configuration file
crates/{core,adaptive}/**/*.rs: Review the Rust runtime for async correctness, scope isolation, middleware ordering, and event lifecycle regressions.
Pay close attention to task-local/thread-local scope propagation, callback lifetimes, stream finalization, and root_uuid isolation.
Public API changes should preserve existing behavior unless tests and docs show the intended migration path.
Files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/tests/unit/observability/openinference_tests.rscrates/core/src/observability/atif.rs
{crates/**/tests/**,python/tests/**,go/nemo_relay/**/*_test.go}
⚙️ CodeRabbit configuration file
{crates/**/tests/**,python/tests/**,go/nemo_relay/**/*_test.go}: Tests should cover the behavior promised by the changed API surface, including error paths and cross-request isolation where relevant.
Prefer assertions on lifecycle events, scope stacks, middleware ordering, and binding parity over shallow smoke tests.
Files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/tests/unit/observability/openinference_tests.rs
crates/core/src/observability/{atif,otel,openinference}.rs
📄 CodeRabbit inference engine (.agents/skills/maintain-observability/SKILL.md)
When changing event fields in ATIF, OpenTelemetry, or OpenInference observability surfaces, keep the core event model in
crates/core/src/observability/atif.rs,crates/core/src/observability/otel.rs, andcrates/core/src/observability/openinference.rsin sync
Files:
crates/core/src/observability/openinference.rscrates/core/src/observability/atif.rs
🧠 Learnings (12)
📓 Common learnings
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: .agents/skills/maintain-observability/SKILL.md:0-0
Timestamp: 2026-05-21T22:48:57.484Z
Learning: Applies to crates/core/src/observability/{atif,otel,openinference}.rs : When changing event fields in ATIF, OpenTelemetry, or OpenInference observability surfaces, keep the core event model in `crates/core/src/observability/atif.rs`, `crates/core/src/observability/otel.rs`, and `crates/core/src/observability/openinference.rs` in sync
📚 Learning: 2026-05-07T18:04:44.387Z
Learnt from: mnajafian-nv
Repo: NVIDIA/NeMo-Flow PR: 67
File: integrations/openclaw/src/modules.ts:1-2
Timestamp: 2026-05-07T18:04:44.387Z
Learning: In NVIDIA/NeMo-Flow, TypeScript source files should use `//` line comments for SPDX headers (e.g., `// SPDX-FileCopyrightText: ...` and `// SPDX-License-Identifier: ...`) rather than C-style block comments (`/* ... */`). The repo’s copyright checker enforces this mapping, so `//` SPDX headers in `.ts` files should not be flagged as a style violation.
Applied to files:
integrations/openclaw/test/llm-replay.test.tsintegrations/openclaw/src/hook-replay/llm.ts
📚 Learning: 2026-05-21T22:48:57.484Z
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: .agents/skills/maintain-observability/SKILL.md:0-0
Timestamp: 2026-05-21T22:48:57.484Z
Learning: Applies to crates/core/src/observability/{atif,otel,openinference}.rs : When changing event fields in ATIF, OpenTelemetry, or OpenInference observability surfaces, keep the core event model in `crates/core/src/observability/atif.rs`, `crates/core/src/observability/otel.rs`, and `crates/core/src/observability/openinference.rs` in sync
Applied to files:
crates/core/tests/unit/atif_tests.rscrates/core/tests/unit/observability/atof_tests.rscrates/core/src/observability/openinference.rscrates/core/src/observability/atif.rs
📚 Learning: 2026-05-21T22:51:04.073Z
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: .agents/skills/test-go-binding/SKILL.md:0-0
Timestamp: 2026-05-21T22:51:04.073Z
Learning: Applies to crates/ffi/**/*.rs : If the change touched `crates/ffi`, also use `test-ffi-surface` for validation
Applied to files:
crates/core/tests/unit/atif_tests.rs
📚 Learning: 2026-05-21T22:48:57.484Z
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: .agents/skills/maintain-observability/SKILL.md:0-0
Timestamp: 2026-05-21T22:48:57.484Z
Learning: When event fields change, run Rust crate tests and execute `just test-rust` to validate the affected observability modules
Applied to files:
crates/core/tests/unit/observability/atof_tests.rs
📚 Learning: 2026-05-29T21:25:49.977Z
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: AGENTS.md:0-0
Timestamp: 2026-05-29T21:25:49.977Z
Learning: Run tests for every language affected by a change. If you touch the Rust core runtime, middleware semantics, event shape, scope behavior, typed codecs, plugins, or observability, expect to validate every affected binding because the bindings share the same runtime contract.
Applied to files:
crates/core/tests/unit/observability/atof_tests.rs
📚 Learning: 2026-05-21T22:51:27.841Z
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: .agents/skills/test-rust-core/SKILL.md:0-0
Timestamp: 2026-05-21T22:51:27.841Z
Learning: Use narrower crate tests as a local debug loop, not as the final validation story for Rust changes
Applied to files:
crates/core/tests/unit/observability/atof_tests.rs
📚 Learning: 2026-05-21T22:47:58.898Z
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: .agents/skills/add-middleware/SKILL.md:0-0
Timestamp: 2026-05-21T22:47:58.898Z
Learning: Applies to crates/core/src/api/runtime/state.rs : Add chain execution helpers to `NemoRelayContextState` following the pattern of existing methods like `tool_sanitize_request_chain` or `tool_request_intercepts_chain`
Applied to files:
crates/core/tests/unit/observability/atof_tests.rs
📚 Learning: 2026-05-21T22:47:58.898Z
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: .agents/skills/add-middleware/SKILL.md:0-0
Timestamp: 2026-05-21T22:47:58.898Z
Learning: Applies to crates/core/src/api/runtime/state.rs : Add registry fields as `SortedRegistry<GuardrailEntry<T>>` or `SortedRegistry<Intercept<T>>` to `NemoRelayContextState` in `crates/core/src/api/runtime/state.rs`
Applied to files:
crates/core/tests/unit/observability/atof_tests.rs
📚 Learning: 2026-05-21T22:47:33.109Z
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: .agents/skills/add-binding-feature/SKILL.md:0-0
Timestamp: 2026-05-21T22:47:33.109Z
Learning: Applies to crates/ffi/src/api/**/*.rs : Use `nemo_relay_` prefix for C FFI function names (e.g., `nemo_relay_tool_call`)
Applied to files:
crates/core/tests/unit/observability/atof_tests.rs
📚 Learning: 2026-05-21T22:47:58.898Z
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: .agents/skills/add-middleware/SKILL.md:0-0
Timestamp: 2026-05-21T22:47:58.898Z
Learning: Applies to crates/core/src/api/registry.rs : Use existing `global_*_registry_api!` and `scope_*_registry_api!` macro patterns in `crates/core/src/api/registry.rs` for both global and scope-local registration APIs unless design explicitly rules one out
Applied to files:
crates/core/tests/unit/observability/atof_tests.rs
📚 Learning: 2026-05-21T22:48:57.484Z
Learnt from: CR
Repo: NVIDIA/NeMo-Relay PR: 0
File: .agents/skills/maintain-observability/SKILL.md:0-0
Timestamp: 2026-05-21T22:48:57.484Z
Learning: Applies to docs/{about/concepts/subscribers,export-observability-data/about}.md : Update documentation under `docs/about/concepts/subscribers.md` and `docs/export-observability-data/about.md` to reflect lifecycle changes: create, register, run, deregister, flush, shutdown
Applied to files:
crates/core/tests/unit/observability/atof_tests.rs
🔇 Additional comments (11)
crates/core/src/observability/atif.rs (1)
490-520: LGTM!Also applies to: 904-905, 932-933, 977-988, 1022-1022
crates/core/tests/unit/atif_tests.rs (1)
758-863: LGTM!crates/core/src/observability/openinference.rs (1)
782-798: LGTM!Also applies to: 857-879, 1027-1033, 1045-1093
crates/core/tests/unit/observability/openinference_tests.rs (3)
691-696: LGTM!Also applies to: 717-720
723-804: LGTM!
1501-1596: LGTM!integrations/openclaw/src/hook-replay/llm.ts (2)
1187-1210: LGTM!
1252-1256: LGTM!integrations/openclaw/test/llm-replay.test.ts (2)
107-187: LGTM!
189-234: LGTM!crates/core/tests/unit/observability/atof_tests.rs (1)
256-432: Run Rust formatting, clippy, and tests for thiscrates/corechange
- Run:
cargo fmt --all --checkcargo clippy --workspace --all-targets -- -D warningsjust test-rust- The current sandbox run can’t reach those checks:
cargo fmtisn’t available (missingrustfmtcomponent),justisn’t installed, and native builds fail inringdue to missing C system headers (assert.h,stdint.h).
willkill07
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Approving with minor feedback.
I think this is good. Out-of-scope for this PR would be to generalize/refactor to reduce maintenance burden. This was a little tough to review just because of the the logic tracing, though the solution is sound based on existing functionality and design.
Co-authored-by: Will Killian <2007799+willkill07@users.noreply.github.com> Signed-off-by: mnajafian-nv <mnajafian@nvidia.com>
|
Thanks, agreed. I’ll keep this PR focused on the OpenClaw observability consistency fixes. After it lands, I can look at a follow-up to simplify/generalize the provider-format extraction paths so this is easier to maintain and review. |
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/merge |
2 participants
Overview
This PR covers the OpenClaw-focused ATIF, ATOF, and OpenInference consistency work against the shared observability contract.
Details
/v1/messagescontent blocks so ATIF promotestool_useblocks into tool calls while keeping readable assistant text and cache usage metrics./v1/messages,/v1/responses, and/v1/chat/completions.Where should the reviewer start?
Start with
crates/core/src/observability/atif.rsandcrates/core/src/observability/openinference.rs, then review the new fixture coverage in the matching Rust tests andintegrations/openclaw/test/llm-replay.test.ts.Related Issues: (use one of the action keywords Closes / Fixes / Resolves / Relates to)
Validation
cargo test -p nemo-relaycargo test -p nemo-relay atifcargo test -p nemo-relay openinferencecargo test -p nemo-relay atofcargo fmt --all --checkenv PYO3_PYTHON=/Users/mnajafian/projects/NeMo-Relay/.venv/bin/python cargo clippy --workspace --all-targets -- -D warningsjust test-rustnpm test --workspace=nemo-relay-openclawnpm run typecheck --workspace=nemo-relay-openclawnpm run test:live --workspace=nemo-relay-openclawnpm run pack:check --workspace=nemo-relay-openclawuv run pre-commit run --files crates/core/src/observability/atif.rs crates/core/src/observability/openinference.rs crates/core/tests/unit/atif_tests.rs crates/core/tests/unit/observability/atof_tests.rs crates/core/tests/unit/observability/openinference_tests.rs integrations/openclaw/src/hook-replay/llm.ts integrations/openclaw/test/llm-replay.test.tsAdditional local validation
Follow-up Work
I’ll keep the remaining items as follow-ups rather than expanding this PR: flattened OpenInference message/tool attrs, OpenClaw ATOF provenance/fidelity audit, and nested-subagent fixture coverage if we have a real OpenClaw scenario.
Summary by CodeRabbit
New Features
Tests