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Leaderboard: opendatahub-io/odh-dashboard (76.5/100 - Gold)#343

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kami619 merged 4 commits intoambient-code:mainfrom
rsun19:leaderboard-opendatahub-io-odh-dashboard-2026-03-18T21-24-41
Mar 18, 2026
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Leaderboard: opendatahub-io/odh-dashboard (76.5/100 - Gold)#343
kami619 merged 4 commits intoambient-code:mainfrom
rsun19:leaderboard-opendatahub-io-odh-dashboard-2026-03-18T21-24-41

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@rsun19 rsun19 commented Mar 18, 2026

Leaderboard Submission

Repository: opendatahub-io/odh-dashboard
Score: 76.5/100
Tier: Gold
Submitted by: @rsun19

Validation Checklist

  • Repository exists and is public
  • Submitter has commit access
  • Assessment re-run passes (±2 points tolerance)
  • JSON schema valid

Automated validation will run on this PR.


Submitted via agentready submit command.

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coderabbitai Bot commented Mar 18, 2026

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.coderabbit.yaml has a parsing error

The CodeRabbit configuration file in this repository has a parsing error and default settings were used instead. Please fix the error(s) in the configuration file. You can initialize chat with CodeRabbit to get help with the configuration file.

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Validation error: String must contain at most 250 character(s) at "tone_instructions"
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Walkthrough

This pull request adds a comprehensive assessment JSON file evaluating the odh-dashboard repository against multiple code quality, documentation, and infrastructure criteria. The assessment includes metadata, repository statistics, and detailed findings with remediation suggestions for identified gaps.

Changes

Cohort / File(s) Summary
Assessment Result
submissions/opendatahub-io/odh-dashboard/2026-03-18T21-24-41-assessment.json
New machine-generated assessment artifact documenting repository evaluation across documentation standards, dependency management, security tooling, testing, CI/CD, code organization, and various best practices with per-attribute findings and remediation guidance.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~8 minutes

🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check name Status Explanation
Title check ✅ Passed The title clearly summarizes the main change: adding a leaderboard submission for the opendatahub-io/odh-dashboard repository with its assessment score and tier.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Description check ✅ Passed The pull request description clearly describes the changeset as a leaderboard submission for the opendatahub-io/odh-dashboard repository with validation checklist details.

✏️ Tip: You can configure your own custom pre-merge checks in the settings.

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…24-41' of https://github.com/rsun19/agentready into leaderboard-opendatahub-io-odh-dashboard-2026-03-18T21-24-41
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github-actions Bot commented Mar 18, 2026

📈 Test Coverage Report

Branch Coverage
This PR 66.8%
Main 66.8%
Diff ✅ +0%

Coverage calculated from unit tests only

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Actionable comments posted: 3

🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Inline comments:
In
`@submissions/opendatahub-io/odh-dashboard/2026-03-18T21-24-41-assessment.json`:
- Around line 8-10: The committed JSON contains local-identifying fields
(executed_by, command, working_directory and the other local path field) that
expose username/host/filesystem; remove or redact these values by replacing them
with neutral placeholders (e.g. "<redacted_user>", "<redacted_command>",
"<redacted_working_directory>") or omit the keys entirely for public artifacts,
and update the code that generates this artifact (the generator that sets
executed_by, command, working_directory) to populate sanitized values from CI
environment variables or explicit config when running in CI/local modes to avoid
committing local metadata.
- Around line 101-127: The remediation block currently contains Python-specific
guidance (e.g., "__init__.py", "pyproject.toml") that doesn't match this
TypeScript/JavaScript/Go repository; update the "remediation" object (keys:
"steps", "commands", "examples") to be language-aware by detecting the repo's
primary language and replacing Python-centric steps with appropriate
alternatives (for TypeScript/JS use src/ or lib/ layouts, package.json,
tsconfig.json, node_modules, example npm/yarn commands and recommended test
setup like tests/ with Jest/Mocha; for Go use module layout, go.mod, cmd/ and
pkg/ conventions and go test commands), and ensure examples and commands arrays
reflect those language-specific file names and tools rather than Python tooling.
- Around line 169-173: The JSON block has inconsistent gating fields: "status"
is "pass" while "score": 35 is below "threshold": ">=60" for
dependency_security; update the fields so they are consistent — either set
"status" to "fail" to reflect the current "score" and threshold, or raise
"score" to meet/exceed the threshold; edit the same JSON object containing
"status", "score", "measured_value", and "threshold" so the status accurately
represents whether score >= threshold.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: ASSERTIVE

Plan: Pro

Run ID: 09ab487c-2a4d-4844-80cb-94d322282b9f

📥 Commits

Reviewing files that changed from the base of the PR and between d12d6a1 and fddc783.

📒 Files selected for processing (1)
  • submissions/opendatahub-io/odh-dashboard/2026-03-18T21-24-41-assessment.json

Comment on lines +8 to +10
"executed_by": "rosun@rosun-mac",
"command": "/Users/rosun/odh-dashboard-1/.venv/bin/agentready assess . -e type_annotations -e precommit_hooks",
"working_directory": "/Users/rosun/odh-dashboard-1"
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⚠️ Potential issue | 🟠 Major

Remove local user/host/path metadata from the committed artifact.

Line 8, Line 9, Line 10, and Line 13 expose local identity and filesystem details in a public file. This is avoidable privacy/compliance leakage.

🔧 Proposed redaction
-    "executed_by": "rosun@rosun-mac",
-    "command": "/Users/rosun/odh-dashboard-1/.venv/bin/agentready assess . -e type_annotations -e precommit_hooks",
-    "working_directory": "/Users/rosun/odh-dashboard-1"
+    "executed_by": "redacted",
+    "command": "agentready assess . -e type_annotations -e precommit_hooks",
+    "working_directory": "."
...
-    "path": "/Users/rosun/odh-dashboard-1",
+    "path": ".",

As per coding guidelines, "Focus on major issues impacting performance, readability, maintainability and security. Avoid nitpicks and avoid verbosity."

Also applies to: 13-13

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@submissions/opendatahub-io/odh-dashboard/2026-03-18T21-24-41-assessment.json`
around lines 8 - 10, The committed JSON contains local-identifying fields
(executed_by, command, working_directory and the other local path field) that
expose username/host/filesystem; remove or redact these values by replacing them
with neutral placeholders (e.g. "<redacted_user>", "<redacted_command>",
"<redacted_working_directory>") or omit the keys entirely for public artifacts,
and update the code that generates this artifact (the generator that sets
executed_by, command, working_directory) to populate sanitized values from CI
environment variables or explicit config when running in CI/local modes to avoid
committing local metadata.

Comment on lines +101 to +127
"remediation": {
"summary": "Organize code into standard directories",
"steps": [
"Create a source directory for your code",
"Option A: Use src/ layout (recommended for packages)",
"Option B: Use project-named directory (e.g., mypackage/)",
"Ensure your package has __init__.py",
"Create tests/ directory for test files",
"Add at least one test file"
],
"tools": [],
"commands": [
"# Option A: src layout",
"mkdir -p src/mypackage",
"touch src/mypackage/__init__.py",
"# ---",
"# Option B: flat layout (project-named)",
"mkdir -p mypackage",
"touch mypackage/__init__.py",
"# Create tests directory",
"mkdir -p tests",
"touch tests/__init__.py",
"touch tests/test_example.py"
],
"examples": [
"# src layout (recommended for distributable packages)\nproject/\n\u251c\u2500\u2500 src/\n\u2502 \u2514\u2500\u2500 mypackage/\n\u2502 \u251c\u2500\u2500 __init__.py\n\u2502 \u2514\u2500\u2500 module.py\n\u251c\u2500\u2500 tests/\n\u2502 \u2514\u2500\u2500 test_module.py\n\u2514\u2500\u2500 pyproject.toml\n\n# flat layout (common in major projects like pandas, numpy)\nproject/\n\u251c\u2500\u2500 mypackage/\n\u2502 \u251c\u2500\u2500 __init__.py\n\u2502 \u2514\u2500\u2500 module.py\n\u251c\u2500\u2500 tests/\n\u2502 \u2514\u2500\u2500 test_module.py\n\u2514\u2500\u2500 pyproject.toml\n"
],
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⚠️ Potential issue | 🟠 Major

Make remediation content language-aware (current guidance is Python-centric).

The remediation examples in these ranges recommend Python-specific layout/tools (__init__.py, pyproject.toml, black/isort/ruff, .pylintrc) while this repository is primarily TypeScript/JavaScript/Go (Line 19-25). This reduces maintainability and practical usefulness of the assessment artifact.

🔧 Suggested direction
-          "Ensure your package has __init__.py",
+          "Use language-appropriate source layout (e.g., packages/* for monorepo apps/libs)",
...
-          "# src layout (recommended for distributable packages)\nproject/\n├── src/\n│   └── mypackage/\n│       ├── __init__.py\n│       └── module.py\n├── tests/\n│   └── test_module.py\n└── pyproject.toml\n..."
+          "# Node/TypeScript + Go example\nproject/\n├── packages/\n│   ├── frontend/\n│   │   └── src/\n│   └── bff/\n│       └── src/\n├── backend/\n│   └── cmd/ ...\n├── tests/\n└── package.json\n"
...
-          black --check .
-          isort --check .
-          ruff check .
+          npm run lint
+          npm run test
+          go test ./...
...
-          "# .pylintrc example\n..."
+          "# .eslintrc / golangci-lint example\n..."

As per coding guidelines, "Focus on major issues impacting performance, readability, maintainability and security. Avoid nitpicks and avoid verbosity."

Also applies to: 522-523, 660-662

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@submissions/opendatahub-io/odh-dashboard/2026-03-18T21-24-41-assessment.json`
around lines 101 - 127, The remediation block currently contains Python-specific
guidance (e.g., "__init__.py", "pyproject.toml") that doesn't match this
TypeScript/JavaScript/Go repository; update the "remediation" object (keys:
"steps", "commands", "examples") to be language-aware by detecting the repo's
primary language and replacing Python-centric steps with appropriate
alternatives (for TypeScript/JS use src/ or lib/ layouts, package.json,
tsconfig.json, node_modules, example npm/yarn commands and recommended test
setup like tests/ with Jest/Mocha; for Go use module layout, go.mod, cmd/ and
pkg/ conventions and go test commands), and ensure examples and commands arrays
reflect those language-specific file names and tools rather than Python tooling.

Comment on lines +169 to +173
"status": "pass",
"score": 35,
"measured_value": "Security tools configured: Dependabot",
"threshold": "\u226560 points (Dependabot/Renovate + SAST or multiple scanners)",
"evidence": [
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⚠️ Potential issue | 🟠 Major

Fix status/score/threshold inconsistency in dependency_security.

Line 169 marks this as "pass" while Line 170 score is 35 and Line 172 threshold is >=60. This inconsistency can mislead any consumer that relies on status for gating/reporting.

🔧 Proposed consistency fix
-      "status": "pass",
+      "status": "fail",
       "score": 35,
       "measured_value": "Security tools configured: Dependabot",
       "threshold": "≥60 points (Dependabot/Renovate + SAST or multiple scanners)",

As per coding guidelines, "Focus on major issues impacting performance, readability, maintainability and security. Avoid nitpicks and avoid verbosity."

📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
"status": "pass",
"score": 35,
"measured_value": "Security tools configured: Dependabot",
"threshold": "\u226560 points (Dependabot/Renovate + SAST or multiple scanners)",
"evidence": [
"status": "fail",
"score": 35,
"measured_value": "Security tools configured: Dependabot",
"threshold": "\u226560 points (Dependabot/Renovate + SAST or multiple scanners)",
"evidence": [
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@submissions/opendatahub-io/odh-dashboard/2026-03-18T21-24-41-assessment.json`
around lines 169 - 173, The JSON block has inconsistent gating fields: "status"
is "pass" while "score": 35 is below "threshold": ">=60" for
dependency_security; update the fields so they are consistent — either set
"status" to "fail" to reflect the current "score" and threshold, or raise
"score" to meet/exceed the threshold; edit the same JSON object containing
"status", "score", "measured_value", and "threshold" so the status accurately
represents whether score >= threshold.

@kami619 kami619 merged commit eccf97e into ambient-code:main Mar 18, 2026
12 of 13 checks passed
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🎉 This PR is included in version 2.31.0 🎉

The release is available on GitHub release

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