Comprehensive review of response-analysis-copilot-tool blog post #159
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Conducted second comprehensive review of
2026-01-16-response-analysis-copilot-tool.mdper custom blog post review instructions.Findings
Overall Score: 73/100 - Below 80% publication threshold
Critical Issues
Content misalignment: Lines 231-257 ("Considerations" and "Key Takeaways") discuss WebChat welcome messages, Redux stores, and mocked greetings—completely unrelated to response analysis tools. Appears copy-pasted from different post.
Missing required metadata:
Spelling errors: "Atchitecture" (line 43, alt text), "resultss" (line 225), "creats" (line 130), "challenges in visualize" (line 18)
Author not in registry:
kaul-vineetnot found in_data/authors.ymlQuality Breakdown
Assets Verified
All 4 images exist in
/assets/posts/response-analysis-tool/:Estimated Score After Fixes: 95/100
Fixing the 4 critical issues would bring score above publication threshold. Strong technical content with detailed MSAL, Agent SDK, Gradio, and DataFrame examples. Good Mermaid diagram and architecture explanation.
Original prompt
✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.