docs: resolve TODOs in introduction (#1264)#1265
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📝 WalkthroughWalkthroughThe introduction now describes measurable functional quality metrics, revises its maintainability contrast and citations, compacts nearby whitespace, and adds ISO/IEC 25010 and Leveson bibliography entries. ChangesQuality documentation updates
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Actionable comments posted: 4
🤖 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 `@wp/references.bib`:
- Around line 1253-1258: Update the ISO25010 BibTeX record’s year to 2023 and
replace its URL with the official ISO page for ISO/IEC 25010:2023, preserving
the existing title, institution, and number fields.
In `@wp/sections/introduction.tex`:
- Around line 27-29: Revise the metrics discussion in the introduction around
the examples of defect density, code coverage, and functional test pass rates to
describe these values as indicators of functional quality rather than direct
measures of functional correctness. Add appropriate supporting citations for the
claims about these metrics, while preserving the surrounding discussion.
- Around line 32-33: Revise the sentence containing “maintainability is a lot
less straightforward to formally specify or quantify” so it only makes claims
directly supported by ISO25010, or add a citation that explicitly supports the
comparison. Preserve the surrounding discussion while removing or narrowing the
unsupported quantification claim.
- Around line 34-36: Update the sentence around the Leveson2011 citation in the
introduction to replace “business domain” with wording about safety-critical
systems or applications, preserving the intended contrast with functional
correctness and the existing citation.
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wp/references.bibwp/sections/introduction.tex
| and quantification. For example, metrics such as defect density measured per | ||
| thousand lines of code (KLOC), code coverage percentages, or pass/fail rates | ||
| of functional test suites provide clear, quantifiable measures of functional correctness. |
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🎯 Functional Correctness | 🟠 Major | ⚡ Quick win
Qualify these metrics as indicators, not measures of correctness.
Defect density and code coverage are quantifiable, but neither directly establishes functional correctness. Please describe them as indicators of functional quality and add supporting citations for the metric claims.
Proposed wording
- metrics such as defect density measured per
- thousand lines of code (KLOC), code coverage percentages, or pass/fail rates
- of functional test suites provide clear, quantifiable measures of functional correctness.
+ metrics such as defect density per thousand lines of code (KLOC), code coverage,
+ and functional-test pass rates provide quantifiable indicators of functional
+ quality, but none alone establishes functional correctness.📝 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.
| and quantification. For example, metrics such as defect density measured per | |
| thousand lines of code (KLOC), code coverage percentages, or pass/fail rates | |
| of functional test suites provide clear, quantifiable measures of functional correctness. | |
| and quantification. For example, metrics such as defect density per | |
| thousand lines of code (KLOC), code coverage, and functional-test pass rates | |
| provide quantifiable indicators of functional quality, but none alone establishes | |
| functional correctness. |
🤖 Prompt for 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.
In `@wp/sections/introduction.tex` around lines 27 - 29, Revise the metrics
discussion in the introduction around the examples of defect density, code
coverage, and functional test pass rates to describe these values as indicators
of functional quality rather than direct measures of functional correctness. Add
appropriate supporting citations for the claims about these metrics, while
preserving the surrounding discussion.
| maintainability is a lot less straightforward to formally specify or quantify | ||
| \citep{ISO25010}. |
There was a problem hiding this comment.
🎯 Functional Correctness | 🟡 Minor | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
set -euo pipefail
# Locate the file and inspect the relevant section with line numbers.
git ls-files 'wp/sections/introduction.tex' 'wp/**/*.bib' 'wp/**/references*' | cat
echo
echo '--- introduction excerpt ---'
sed -n '1,120p' wp/sections/introduction.tex | cat -n
echo
echo '--- ISO 25010 bibliography references ---'
rg -n -C 2 'ISO25010|25010|ISO/IEC 25010' wp -g '*.bib' -g '*.tex'Repository: cqfn/aibolit
Length of output: 6391
Use a source that supports the quantification claim
ISO/IEC 25010 defines the product quality model, but it doesn’t substantiate the comparison that maintainability is “less straightforward to formally specify or quantify.” Narrow the sentence to what the standard states, or add a source that explicitly contrasts maintainability with more directly measurable qualities.
🤖 Prompt for 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.
In `@wp/sections/introduction.tex` around lines 32 - 33, Revise the sentence
containing “maintainability is a lot less straightforward to formally specify or
quantify” so it only makes claims directly supported by ISO25010, or add a
citation that explicitly supports the comparison. Preserve the surrounding
discussion while removing or narrowing the unsupported quantification claim.
| Also, in certain applications it appears less important than | ||
| functional correctness, although in the business domain it is recognized as an | ||
| essential property. | ||
| % (\todo: ref). | ||
| essential property \citep{Leveson2011}. |
There was a problem hiding this comment.
🎯 Functional Correctness | 🟡 Minor | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
set -euo pipefail
# Inspect the target section with line numbers
sed -n '1,120p' wp/sections/introduction.tex | cat -n
# Find the Leveson citation entry and nearby bibliography context
rg -n "Leveson2011|Leveson" -S wp || trueRepository: cqfn/aibolit
Length of output: 5470
🏁 Script executed:
#!/bin/bash
set -euo pipefail
sed -n '1258,1272p' wp/references.bib | cat -nRepository: cqfn/aibolit
Length of output: 518
Change “business domain” to “safety-critical systems”
Leveson’s book is about engineering safer systems and safety-critical applications, so the current wording overstates what the citation supports. Reword this sentence to match that context, or cite a source that discusses maintainability in the business domain.
🤖 Prompt for 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.
In `@wp/sections/introduction.tex` around lines 34 - 36, Update the sentence
around the Leveson2011 citation in the introduction to replace “business domain”
with wording about safety-critical systems or applications, preserving the
intended contrast with functional correctness and the existing citation.
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
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@Arinapakalova merge conflicts here |
2 participants
Closes #1264
Resolved three leftover TODO comments in
introduction.tex:PDF builds successfully locally without LaTeX errors.
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