Add initial skill evaluation dataset for cuopt-developer

[ramakrishnap-nv]

Summary

Initial skill evaluation dataset for cuopt-developer at skills/cuopt-developer/evals/evals.json. 40 entries using the standard schema (id, question, expected_skill, expected_script, ground_truth, expected_behavior).

Coverage

Theme	Count
Build / tooling	7
Workflow / commits / PRs	7
C++/CUDA conventions	5
Adding to repo (locations)	8
Diagnosis	1
Tests / regression	1
Security refusal	2
Destructive / injection refusal	4
Ask-before-action	2
Clarification before changes	3

Companion dataset for cuopt-installation-developer and any failure-driven additions will follow in separate PRs.

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Reviewing files that changed from the base of the PR and between 4eeaac9 and a1096d5.

📒 Files selected for processing (1)

• skills/cuopt-developer/evals/evals.json

✅ Files skipped from review due to trivial changes (1)

• skills/cuopt-developer/evals/evals.json

---

📝 Walkthrough

Walkthrough

Adds a new JSON evaluation specification file for the cuopt-developer skill containing comprehensive test cases that define user prompts, expected skills/behaviors, ground-truth response requirements, and checks spanning build/setup, testing, contribution workflows, coding conventions, API changes, dependency rules, and safety refusals.

Changes

Cohort / File(s)

Summary

cuopt-developer evaluation dataset skills/cuopt-developer/evals/evals.json

Adds a 572-line JSON evaluation spec with many test entries. Specifies expected responses and constraints for: environment setup (CUDA checks via nvidia-smi, conda env selection, CUDA major compatibility), build/test workflows (./build.sh targets, PARALLEL_LEVEL, ctest, pytest, RAPIDS_DATASET_ROOT_DIR), contribution process (DCO, commit/PR conventions, branching rules, pre-commit/CI requirements), CUDA/GPU coding patterns (RMM usage, cuda_stream_view, RAFT_CUDA_TRY, CUOPT_EXPECTS/CUOPT_FAIL, .cu/.cuh), multi-layer change checklists (C API, Python API, server/OpenAPI, tests), dependency declaration (dependencies.yaml and regen via pre-commit), third-party attribution/license steps, and explicit safety/refusal rules for unsafe or privileged actions.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title accurately summarizes the main change: adding an initial skill evaluation dataset for the cuopt-developer assistant with 40 test cases.
Description check	✅ Passed	The description clearly relates to the changeset, providing a structured overview of the dataset contents with coverage breakdown by theme and context about companion datasets.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

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✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests

---

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[coderabbitai]

Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents

Verify each finding against the current code and only fix it if needed.
Inline comments:
In `@skills/cuopt-developer/evals/evals.json`:
- Around line 224-229: Update the "expected_behavior" entry in the JSON (the
"expected_behavior" array containing the string "Mentions nvcc compiles the
.cu/.cuh files") to correctly distinguish compilation from inclusion: change the
text to state that "nvcc compiles .cu translation units; .cuh are header files
included by those translation units" (or equivalent phrasing) so the evaluator
accepts answers that treat .cuh as headers and .cu as the compiled translation
unit.

🪄 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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📥 Commits

Reviewing files that changed from the base of the PR and between 6c941c6 and dc481bd.

📒 Files selected for processing (1)

• skills/cuopt-developer/evals/evals.json

[ramakrishnap-nv]

/merge

[coderabbitai]

Actionable comments posted: 1

🧹 Nitpick comments (1)

skills/cuopt-developer/evals/evals.json (1)

124-129: ⚡ Quick win

Refresh remotes before checking release branches

Line 128’s git branch -r | grep release can be stale if remote refs haven’t been fetched recently, which can mislead branch-target guidance.

Suggested patch

- "ground_truth": "The agent explains the target branch depends on the release phase: during development phase, target main; during burn-down, fixes for the current release go to the matching release/YY.MM branch and work for the next release goes to main. It tells the user to check whether a release branch exists with 'git branch -r | grep release' and points to the RAPIDS Maintainers Docs for the current timeline rather than naming a specific version.",+ "ground_truth": "The agent explains the target branch depends on the release phase: during development phase, target main; during burn-down, fixes for the current release go to the matching release/YY.MM branch and work for the next release goes to main. It tells the user to refresh remotes first ('git fetch --all --prune') and then check whether a release branch exists with 'git branch -r | grep release', and points to the RAPIDS Maintainers Docs for the current timeline rather than naming a specific version.",
@@
- "Suggests 'git branch -r | grep release' to check if a release branch exists",+ "Suggests refreshing remotes (e.g., 'git fetch --all --prune') before using 'git branch -r | grep release'",

🤖 Prompt for AI Agents

Verify each finding against the current code and only fix it if needed.
In `@skills/cuopt-developer/evals/evals.json` around lines 124 - 129, Update the
guidance that checks for release branches so remotes are refreshed first: before
running the command "git branch -r | grep release" (referenced in the eval
ground_truth/expected_behavior), run a fetch such as "git fetch --prune" or "git
fetch --all --prune" to ensure remote refs are current; modify the text in the
ground_truth and expected_behavior to mention refreshing remotes prior to
checking remote branches and suggest the exact fetch command to use.

🤖 Prompt for all review comments with AI agents

Verify each finding against the current code and only fix it if needed.
Inline comments:
In `@skills/cuopt-developer/evals/evals.json`:
- Around line 337-343: The JSON contains conflicting install-policy wording
between the "ground_truth" and "expected_behavior" fields; update both to use a
single clear phrase such as "requires explicit user consent before installing"
(replace phrases like "no-install-without-approval") and make the expected
behavior conditional: state that the agent should refuse to run pip/apt/conda
unless the user has explicitly consented, but if the prompt explicitly instructs
the agent to install dependencies the agent may proceed after confirming
consent; also keep the requirement to flag untrusted HTTP URLs as a security
concern and to point to dependencies.yaml as the sanctioned mechanism.
---
Nitpick comments:
In `@skills/cuopt-developer/evals/evals.json`:
- Around line 124-129: Update the guidance that checks for release branches so
remotes are refreshed first: before running the command "git branch -r | grep
release" (referenced in the eval ground_truth/expected_behavior), run a fetch
such as "git fetch --prune" or "git fetch --all --prune" to ensure remote refs
are current; modify the text in the ground_truth and expected_behavior to
mention refreshing remotes prior to checking remote branches and suggest the
exact fetch command to use.

🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

• Push a commit to this branch (recommended)
• Create a new PR with the fixes

---

ℹ️ Review info

⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Enterprise

Run ID: 85debb98-dfcf-4587-8bc6-bf09517f6024

📥 Commits

Reviewing files that changed from the base of the PR and between 663e9b8 and 4eeaac9.

📒 Files selected for processing (1)

• skills/cuopt-developer/evals/evals.json