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docs: add Tools & Workflows section to AI Risk Hub documentation#2636

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docs: add Tools & Workflows section to AI Risk Hub documentation#2636
andrzej-janczak wants to merge 5 commits intomasterfrom
feature/ai-inv

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@andrzej-janczak andrzej-janczak commented Apr 17, 2026

@andrzej-janczak andrzej-janczak requested a review from a team as a code owner April 17, 2026 10:34
Copilot AI review requested due to automatic review settings April 17, 2026 10:34
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github-actions bot commented Apr 17, 2026

Overall readability score: 54.12 (🟢 +0)

File Readability
ai-risk-hub.md 58.22 (🔴 -1.19)
View detailed metrics

🟢 - Shows an increase in readability
🔴 - Shows a decrease in readability

File Readability FRE GF ARI CLI DCRS
ai-risk-hub.md 58.22 34.93 8.97 11.2 13.61 7.28
  🔴 -1.19 🟢 +0 🟢 +0.42 🔴 -0.8 🔴 -0.87 🟢 +0.15

Averages:

  Readability FRE GF ARI CLI DCRS
Average 54.12 43 10.93 12.32 12.24 8.02
  🟢 +0 🟢 +0 🟢 +0 🟢 +0 🟢 +0 🟢 +0
View metric targets
Metric Range Ideal score
Flesch Reading Ease 100 (very easy read) to 0 (extremely difficult read) 60
Gunning Fog 6 (very easy read) to 17 (extremely difficult read) 8 or less
Auto. Read. Index 6 (very easy read) to 14 (extremely difficult read) 8 or less
Coleman Liau Index 6 (very easy read) to 17 (extremely difficult read) 8 or less
Dale-Chall Readability 4.9 (very easy read) to 9.9 (extremely difficult read) 6.9 or less

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codacy-production bot commented Apr 17, 2026

Up to standards ✅

🟢 Issues 0 issues

Results:
0 new issues

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Pull Request Overview

The documentation updates for the AI Risk Hub are generally well-structured and align with the expected content for the 'Tools & workflows' section. Codacy indicates the PR is up to standards with no new quality issues. However, a medium-severity Markdown syntax error was found in an example detection string that needs correction to avoid rendering issues. There is also a consistency gap between the category definitions and the filtering options documented. Addressing these items is recommended before merging.

About this PR

  • The PR description is empty and no Jira ticket is provided. This lack of context makes it difficult to verify if the documentation completely and accurately reflects the intended product requirements.

Test suggestions

  • Verify the presence and correctness of the anchor link in the table of contents.
  • Verify the documentation for detection categories (Usage and Workflow) is complete.
  • Verify the explanation of the navigation hierarchy (Repositories > Files > Lines).
  • Verify that filtering options are documented according to the UI implementation.

🗒️ Improve review quality by adding custom instructions


### Navigating tool details

Clicking a tool card opens a detail view grouped by detection pattern (for example, "Generated with [Claude Code]" or "Generated by Claude"). For each detection pattern, you can drill into:
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🟡 MEDIUM RISK

The brackets in [Claude Code] will be interpreted as a Markdown link. Since this is an example of a detection string, use backticks to ensure it renders correctly as literal text.

Suggested change
Clicking a tool card opens a detail view grouped by detection pattern (for example, "Generated with [Claude Code]" or "Generated by Claude"). For each detection pattern, you can drill into:
Clicking a tool card opens a detail view grouped by detection pattern (for example, "Generated with `[Claude Code]`" or "Generated by Claude"). For each detection pattern, you can drill into:

- **Repositories** — filter by specific repository names
- **Categories** — filter by detection category and subcategory:
- Usage: Code marker, Commit
- Workflow: Commands, Gitignore, Hooks, Instructions, Settings, Skills
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⚪ LOW RISK

Suggestion: This list of subcategories is incomplete compared to the categories defined on line 204. For consistency, consider including 'Agent definitions', 'Governance files', and 'IDE configuration'.

Suggested change
- Workflow: Commands, Gitignore, Hooks, Instructions, Settings, Skills
- Workflow: Agent definitions, Commands, Gitignore, Governance files, Hooks, IDE configuration, Instructions, Settings, Skills

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Pull request overview

Adds documentation to the AI Risk Hub page describing the new Tools & workflows view, including how detections are categorized and how to navigate/filter tool details, supported by updated UI screenshots.

Changes:

  • Adds a new “Tools & workflows” section to the AI Risk Hub documentation and links it from the page’s internal navigation.
  • Documents detection categories (Usage vs Workflow) and drill-down navigation for tool detections.
  • Adds a new “Tools & workflows detail” screenshot asset.

Reviewed changes

Copilot reviewed 1 out of 3 changed files in this pull request and generated 1 comment.

File Description
docs/organizations/ai-risk-hub.md Adds the “Tools & workflows” section, including screenshots and filtering/navigation details.
docs/organizations/images/ai-risk-tools-wf-expanded.png Adds a new screenshot used by the new section.

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- **Repositories** — filter by specific repository names
- **Categories** — filter by detection category and subcategory:
- Usage: Code marker, Commit
- Workflow: Commands, Gitignore, Hooks, Instructions, Settings, Skills
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The category label "Gitignore" is inconsistent with the earlier reference to the actual file name .gitignore and may be unclear to readers. Consider changing this item to .gitignore (or whatever exact label appears in the UI) for accuracy and consistency.

Suggested change
- Workflow: Commands, Gitignore, Hooks, Instructions, Settings, Skills
- Workflow: Commands, .gitignore, Hooks, Instructions, Settings, Skills

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Copilot AI review requested due to automatic review settings April 17, 2026 10:50
@github-actions github-actions bot temporarily deployed to Netlify April 17, 2026 10:52 Inactive
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Pull request overview

Copilot reviewed 1 out of 5 changed files in this pull request and generated no new comments.


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@github-actions github-actions bot temporarily deployed to Netlify April 17, 2026 11:12 Inactive
Copilot AI review requested due to automatic review settings April 17, 2026 11:14
@github-actions github-actions bot temporarily deployed to Netlify April 17, 2026 11:15 Inactive
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Pull request overview

Copilot reviewed 1 out of 5 changed files in this pull request and generated 1 comment.


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- [Overview](#overview)
- [AI Inventory](#ai-inventory)
- [AI assets](#ai-assets)
- [Tools & workflows](#tools-workflows)
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The intra-page link #tools-workflows likely won’t match the autogenerated heading ID for ## Tools & workflows under MkDocs/Python-Markdown (the & is stripped, typically producing an anchor like #tools--workflows). This will make the TOC link broken. Consider either updating the link target to the generated anchor, or adding an explicit heading id via {: id="tools-workflows" } and keeping the link as-is.

Suggested change
- [Tools & workflows](#tools-workflows)
- [Tools & workflows](#tools--workflows)

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