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docs: improve README maintainability and add AI-CONTEXT block#130

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marcusquinn merged 5 commits intomainfrom
chore/readme-update
Jan 21, 2026
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docs: improve README maintainability and add AI-CONTEXT block#130
marcusquinn merged 5 commits intomainfrom
chore/readme-update

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@marcusquinn marcusquinn commented Jan 21, 2026

Summary

  • Remove hardcoded version badge (2.66.0) - rely on dynamic GitHub release badge instead
  • Remove hardcoded lines of code badge - goes stale quickly
  • Add AI-CONTEXT block with quick reference for AI assistants
  • Fix Architecture section: remove duplicate entries, add proper structure
  • Update MCP badge to 20+ (approximate count to avoid staleness)

Changes

These changes follow maintainability guidelines from workflows/readme-create-update.md:

Change Reason
Remove Version-2.66.0 badge Hardcoded versions go stale immediately
Remove Lines of Code-18,000+ badge Count changes frequently
Add AI-CONTEXT block Machine-readable context for AI assistants
Fix Architecture section Had duplicate .agent/ entries
Update MCP badge to 20+ Approximate counts stay accurate longer

Testing

  • Local markdown lint passes
  • All preflight checks pass
  • No breaking changes to documentation structure

Summary by CodeRabbit

  • Documentation
    • Replaced static version badge with dynamic, no-version badges and added a large AI-context quick reference (setup, key commands, agent structure).
    • Reorganized docs layout for clearer agent/docs subtree and expanded Resources with new integrations and tooling references.
  • Chores
    • Improved README badge validation to accept dynamic release badges and to warn on missing badges instead of failing.

✏️ Tip: You can customize this high-level summary in your review settings.

- Remove hardcoded version badge (2.66.0) - use dynamic GitHub release badge
- Remove hardcoded lines of code badge - goes stale quickly
- Add AI-CONTEXT block with quick reference for AI assistants
- Fix Architecture section: remove duplicates, add proper structure
- Update MCP badge to 20+ (approximate count)

These changes follow maintainability guidelines from workflows/readme-create-update.md
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Summary of Changes

Hello @marcusquinn, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on enhancing the README.md file's maintainability and utility. It streamlines information by replacing static badges with dynamic ones, ensuring the documentation remains current. Additionally, it introduces a dedicated AI-CONTEXT block to provide machine-readable context for AI assistants and refines the architecture section for improved clarity and accuracy.

Highlights

  • README Badges: Replaced static version and lines of code badges with dynamic alternatives to prevent staleness and improve maintainability. The repository stats now rely solely on dynamic badges.
  • AI-CONTEXT Block: Introduced a new AI-CONTEXT block providing a quick reference for AI assistants, detailing the project's purpose, installation, entry points, technology stack, key commands, and agent structure.
  • Architecture Section Refinement: Refactored the Architecture section to remove duplicate entries and provide a clearer, more structured overview of the project's directory layout, especially for the .agent/ directory and its subcomponents.
  • MCP Servers Badge Update: Updated the MCP Servers badge to reflect an approximate count of '20+' instead of a precise '20' to avoid frequent updates and maintain accuracy over time.
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📥 Commits

Reviewing files that changed from the base of the PR and between a3e8761 and a2518fd.

📒 Files selected for processing (1)
  • README.md

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Walkthrough

README.md was restructured to replace static version badges with dynamic badges, add an AI-context quick reference block and expanded documentation (AGENTS.md, tools, MCP/Repomix/context sections). A validation script (.agent/scripts/validate-version-consistency.sh) was updated to accept dynamic GitHub release badges and soften missing-badge handling to warnings.

Changes

Cohort / File(s) Summary
README & Documentation
README.md, AGENTS.md (references)
Replaced static version/stats badges with dynamic no-version badges; added an embedded AI-context quick reference block (Purpose, Install, Entry, Stack, Key Commands, Agent Structure); reorganized agent/docs layout to show agents, scripts, tools, services, workflows; expanded MCP, Repomix, Augment Context Engine, osgrep, llm-tldr, Cross-Tool Compatibility and context sections.
Badge Validation Script
.agent/scripts/validate-version-consistency.sh
Enhanced README badge validation: accept img.shields.io/github/v/release dynamic badges as valid; keep legacy static badge check as fallback; convert missing-badge detection into a warning and only treat mismatches as errors; preserved existing README-missing behavior.

Sequence Diagram(s)

(omitted — changes are documentation and a small script tweak without new multi-component control flow)

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~20 minutes

Possibly related PRs

Poem

🛠️📚 Badges now dance and docs expand,
AI-context whispers, clear and grand.
A validator learns a softer art,
Warnings when absent, errors when apart.
README blooms — a livelier start! ✨

🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly and specifically describes the main changes: improving README maintainability and adding an AI-CONTEXT block, which aligns with the primary objectives of replacing hardcoded, stale elements with dynamic content and adding machine-readable context.
Docstring Coverage ✅ Passed Docstring coverage is 100.00% which is sufficient. The required threshold is 80.00%.

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🔍 Code Quality Report

�[0;35m[MONITOR]�[0m Code Review Monitoring Report

�[0;34m[INFO]�[0m Latest Quality Status:
SonarCloud: 0 bugs, 0 vulnerabilities, 323 code smells

�[0;34m[INFO]�[0m Recent monitoring activity:
Wed Jan 21 00:24:05 UTC 2026: Code review monitoring started
Wed Jan 21 00:24:06 UTC 2026: SonarCloud - Bugs: 0, Vulnerabilities: 0, Code Smells: 323
Wed Jan 21 00:24:06 UTC 2026: Qlty - 0 issues found, auto-formatting applied
Wed Jan 21 00:24:08 UTC 2026: Codacy analysis completed with auto-fixes

📈 Current Quality Metrics

  • BUGS: 0
  • CODE SMELLS: 323
  • VULNERABILITIES: 0

Generated on: Wed Jan 21 00:24:49 UTC 2026


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Code Review

The pull request effectively improves the README.md by removing stale, hardcoded badges and introducing a well-structured AI-CONTEXT block, enhancing both maintainability and machine readability. The architectural section has also been refined for better clarity and accuracy. Overall, these changes are positive and align with the stated goals.

README.md Outdated
- **Entry**: `aidevops` CLI, `~/.aidevops/agents/AGENTS.md`
- **Stack**: Bash scripts, TypeScript (Bun), MCP servers

**Key Commands**:

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medium

For improved semantic structure and clarity within the 'Quick Reference' section, consider using a level 3 Markdown heading (###) for 'Key Commands' instead of just bolding the text. This would make the structure more consistent and potentially easier for AI assistants to parse as distinct sub-sections.

Suggested change
**Key Commands**:
### Key Commands

README.md Outdated
- `aidevops update` - Update framework
- `/onboarding` - Interactive setup wizard (in AI assistant)

**Agent Structure**:

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medium

Similar to the 'Key Commands' section, using a level 3 Markdown heading (###) for 'Agent Structure' would enhance the semantic structure and consistency within the 'Quick Reference' block, improving its machine readability.

Suggested change
**Agent Structure**:
### Agent Structure

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augmentcode bot commented Jan 21, 2026

🤖 Augment PR Summary

Summary: This PR improves README maintainability by removing hardcoded, quickly-stale badges and adding a machine-friendly AI context section.

Changes:

  • Removed the fixed version badge and the lines-of-code badge in favor of dynamic GitHub badges
  • Updated the MCP Servers badge label to an approximate 20+ value
  • Added an AI-CONTEXT quick-reference block for AI assistants (purpose, install/entry points, key commands)
  • Cleaned up the Architecture tree to remove duplicate entries and better reflect the .agent/ layout

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Review completed. 1 suggestions posted.

Fix All in Augment

Comment augment review to trigger a new review at any time.

README.md Outdated

**Agent Structure**:

- 14 main agents (Plan+, Build+, SEO, WordPress, etc.)
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The AI-CONTEXT block aims to be low-maintenance, but the exact count 14 main agents is likely to drift over time (similar to the removed hardcoded badges). Consider making this count explicitly approximate (e.g., ~14 or 10+) to avoid future staleness.

Other Locations
  • README.md:1466

Fix This in Augment

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The validator now recognizes the dynamic GitHub release badge
(img.shields.io/github/v/release) as the preferred approach over
hardcoded version badges that go stale.

This aligns with README maintainability guidelines that recommend
avoiding hardcoded counts and versions.
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Actionable comments posted: 1

Caution

Some comments are outside the diff and can’t be posted inline due to platform limitations.

⚠️ Outside diff range comments (2)
README.md (2)

462-473: Architecture section improvements are good, but hardcoded counts remain.

The structural changes improve clarity:

  • Clear separation between dev guidance (root AGENTS.md) and user guide (.agent/AGENTS.md)
  • Explicit organization: scripts/, tools/, services/, workflows/

However, the hardcoded counts at lines 465-466 ("14 main agents", "130+ helper scripts") have the same staleness issue noted in the AI-CONTEXT block review.

Additionally, removing the "+" from "14+ domain-focused agents" → "14 main agents" makes the value more brittle (exact count requires updates for any new agent).


1-1: Update the version validation script to accept dynamic GitHub release badges.

The validation script at .agent/scripts/validate-version-consistency.sh (lines 54-67) is checking for a hardcoded Version-X.Y.Z-blue badge pattern that was intentionally removed from README.md. The README now uses the dynamic GitHub release badge instead:

[![GitHub release (latest by date)](https://img.shields.io/github/v/release/marcusquinn/aidevops)]

Update the badge validation logic to either:

  1. Check for the dynamic GitHub release badge URL pattern instead of hardcoded version strings
  2. Remove the README badge validation entirely (since shields.io badges are self-updating)
🤖 Fix all issues with AI agents
In `@README.md`:
- Around line 77-98: The README's AI-CONTEXT block currently embeds hardcoded
counts (e.g., "14 main agents", "200+ subagent markdown files", "130+ helper
scripts") which will get stale; update the README to remove these fixed numbers
by replacing them with qualitative descriptors (e.g., "multiple main agents",
"extensive subagent library", "many helper scripts") or with placeholders that
are populated by a CI-updated script, and add a small note about the update
cadence; implement a helper script (suggested name:
.agent/scripts/update-readme-counts.sh) that counts actual files (main agents,
subagent markdowns, scripts) and updates the AI-CONTEXT and the Architecture
section so counts are generated dynamically during CI/release, and ensure
references to the AI-CONTEXT block and the Architecture section are updated to
use the non-hardcoded values.

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🔍 Code Quality Report

�[0;35m[MONITOR]�[0m Code Review Monitoring Report

�[0;34m[INFO]�[0m Latest Quality Status:
SonarCloud: 0 bugs, 0 vulnerabilities, 323 code smells

�[0;34m[INFO]�[0m Recent monitoring activity:
Wed Jan 21 00:27:50 UTC 2026: Code review monitoring started
Wed Jan 21 00:27:50 UTC 2026: SonarCloud - Bugs: 0, Vulnerabilities: 0, Code Smells: 323
Wed Jan 21 00:27:51 UTC 2026: Qlty - 0 issues found, auto-formatting applied
Wed Jan 21 00:27:53 UTC 2026: Codacy analysis completed with auto-fixes

📈 Current Quality Metrics

  • BUGS: 0
  • CODE SMELLS: 323
  • VULNERABILITIES: 0

Generated on: Wed Jan 21 00:28:33 UTC 2026


Generated by AI DevOps Framework Code Review Monitoring

Address CodeRabbit review feedback:
- Change '14 main agents' to '~15 main agents' (approximate)
- Change '130+ helper scripts' to '100+ helper scripts' (round number)

This ensures counts remain accurate longer without frequent updates.
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🔍 Code Quality Report

�[0;35m[MONITOR]�[0m Code Review Monitoring Report

�[0;34m[INFO]�[0m Latest Quality Status:
SonarCloud: 0 bugs, 0 vulnerabilities, 323 code smells

�[0;34m[INFO]�[0m Recent monitoring activity:
Wed Jan 21 00:31:56 UTC 2026: Code review monitoring started
Wed Jan 21 00:31:56 UTC 2026: SonarCloud - Bugs: 0, Vulnerabilities: 0, Code Smells: 323
Wed Jan 21 00:31:56 UTC 2026: Qlty - 0 issues found, auto-formatting applied
Wed Jan 21 00:31:58 UTC 2026: Codacy analysis completed with auto-fixes

📈 Current Quality Metrics

  • BUGS: 0
  • CODE SMELLS: 323
  • VULNERABILITIES: 0

Generated on: Wed Jan 21 00:32:40 UTC 2026


Generated by AI DevOps Framework Code Review Monitoring

Address Gemini Code Assist feedback:
- Change 'Key Commands' from bold to ### heading
- Change 'Agent Structure' from bold to ### heading

This improves machine readability and semantic consistency.
Missed one hardcoded '14 domain agents' at line 892.
Changed to '~15 domain agents' for consistency.
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🔍 Code Quality Report

�[0;35m[MONITOR]�[0m Code Review Monitoring Report

�[0;34m[INFO]�[0m Latest Quality Status:
SonarCloud: 0 bugs, 0 vulnerabilities, 323 code smells

�[0;34m[INFO]�[0m Recent monitoring activity:
Wed Jan 21 00:39:38 UTC 2026: Code review monitoring started
Wed Jan 21 00:39:38 UTC 2026: SonarCloud - Bugs: 0, Vulnerabilities: 0, Code Smells: 323
Wed Jan 21 00:39:39 UTC 2026: Qlty - 0 issues found, auto-formatting applied
Wed Jan 21 00:39:41 UTC 2026: Codacy analysis completed with auto-fixes

📈 Current Quality Metrics

  • BUGS: 0
  • CODE SMELLS: 323
  • VULNERABILITIES: 0

Generated on: Wed Jan 21 00:40:24 UTC 2026


Generated by AI DevOps Framework Code Review Monitoring

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🔍 Code Quality Report

�[0;35m[MONITOR]�[0m Code Review Monitoring Report

�[0;34m[INFO]�[0m Latest Quality Status:
SonarCloud: 0 bugs, 0 vulnerabilities, 323 code smells

�[0;34m[INFO]�[0m Recent monitoring activity:
Wed Jan 21 00:40:58 UTC 2026: Code review monitoring started
Wed Jan 21 00:40:59 UTC 2026: SonarCloud - Bugs: 0, Vulnerabilities: 0, Code Smells: 323
Wed Jan 21 00:40:59 UTC 2026: Qlty - 0 issues found, auto-formatting applied
Wed Jan 21 00:41:01 UTC 2026: Codacy analysis completed with auto-fixes

📈 Current Quality Metrics

  • BUGS: 0
  • CODE SMELLS: 323
  • VULNERABILITIES: 0

Generated on: Wed Jan 21 00:41:43 UTC 2026


Generated by AI DevOps Framework Code Review Monitoring

@marcusquinn marcusquinn merged commit 08013bd into main Jan 21, 2026
9 checks passed
marcusquinn added a commit that referenced this pull request Jan 21, 2026
- feat: add readme-helper.sh for dynamic count management (#131)
- feat(plan-plus): add agent design subagents for planning discussions (#132)
- docs: improve README maintainability and add AI-CONTEXT block (#130)

Also fixes version-manager.sh to accept dynamic GitHub release badges.
marcusquinn added a commit that referenced this pull request Jan 21, 2026
- Update validate-version-consistency.sh with aidevops.sh, package.json, marketplace.json checks
- Refactor version-manager.sh to call standalone validator instead of duplicate logic
- Add validation after marketplace.json sed update to catch silent failures
- Update auto-version-bump.sh with complete file list

Fixes issue where version-manager.sh had its own validation logic that
drifted from validate-version-consistency.sh (used by CI), causing
release v2.67.0 to fail initially when PR #130 updated only the
standalone script.
marcusquinn added a commit that referenced this pull request Jan 21, 2026
- Update validate-version-consistency.sh with aidevops.sh, package.json, marketplace.json checks
- Refactor version-manager.sh to call standalone validator instead of duplicate logic
- Add validation after marketplace.json sed update to catch silent failures
- Update auto-version-bump.sh with complete file list

Fixes issue where version-manager.sh had its own validation logic that
drifted from validate-version-consistency.sh (used by CI), causing
release v2.67.0 to fail initially when PR #130 updated only the
standalone script.
marcusquinn added a commit that referenced this pull request Jan 21, 2026
- feat: add readme-helper.sh for dynamic count management (#131)
- feat(plan-plus): add agent design subagents for planning discussions (#132)
- docs: improve README maintainability and add AI-CONTEXT block (#130)

Also fixes version-manager.sh to accept dynamic GitHub release badges.
marcusquinn added a commit that referenced this pull request Jan 21, 2026
- Update validate-version-consistency.sh with aidevops.sh, package.json, marketplace.json checks
- Refactor version-manager.sh to call standalone validator instead of duplicate logic
- Add validation after marketplace.json sed update to catch silent failures
- Update auto-version-bump.sh with complete file list

Fixes issue where version-manager.sh had its own validation logic that
drifted from validate-version-consistency.sh (used by CI), causing
release v2.67.0 to fail initially when PR #130 updated only the
standalone script.
marcusquinn added a commit that referenced this pull request Jan 21, 2026
* docs: improve README maintainability and add AI-CONTEXT block

- Remove hardcoded version badge (2.66.0) - use dynamic GitHub release badge
- Remove hardcoded lines of code badge - goes stale quickly
- Add AI-CONTEXT block with quick reference for AI assistants
- Fix Architecture section: remove duplicates, add proper structure
- Update MCP badge to 20+ (approximate count)

These changes follow maintainability guidelines from workflows/readme-create-update.md

* fix: update version validator to accept dynamic GitHub release badge

The validator now recognizes the dynamic GitHub release badge
(img.shields.io/github/v/release) as the preferred approach over
hardcoded version badges that go stale.

This aligns with README maintainability guidelines that recommend
avoiding hardcoded counts and versions.

* fix: use approximate counts in AI-CONTEXT and Architecture sections

Address CodeRabbit review feedback:
- Change '14 main agents' to '~15 main agents' (approximate)
- Change '130+ helper scripts' to '100+ helper scripts' (round number)

This ensures counts remain accurate longer without frequent updates.

* style: use h3 headings in AI-CONTEXT block for better semantic structure

Address Gemini Code Assist feedback:
- Change 'Key Commands' from bold to ### heading
- Change 'Agent Structure' from bold to ### heading

This improves machine readability and semantic consistency.

* fix: make remaining agent count approximate

Missed one hardcoded '14 domain agents' at line 892.
Changed to '~15 domain agents' for consistency.

* 🤖 AUTO-FIX: Apply code quality improvements

  ✅ AUTOMATED FIXES:
  - Applied Qlty auto-formatting
  - Fixed common shellcheck issues
  - Updated code quality standards

  🔍 ANALYSIS:
  - SonarCloud: 323 code smells
  - Codacy: Analysis completed
  - Qlty: Auto-formatting applied

  Generated by: GitHub Actions Code Review Monitoring

* feat(plan-plus): add agent design subagents for planning discussions (#132)

Add build-agent and agent-review to Plan+ subagents list so users can
discuss agent design patterns during planning mode before implementation.

* feat: add readme-helper.sh for dynamic count management (#131)

* feat: add readme-helper.sh for dynamic count management

- New script: readme-helper.sh with commands:
  - counts: Show current agent/script counts
  - check: Verify if README counts are stale
  - update: Update README counts (with --apply flag)

- Updated full-loop.md: Added README check step for aidevops repo
- Updated readme-create-update.md: Added dynamic counts guidance
- Updated readme.md command: Added helper script reference

This enables automated README maintenance and prevents count staleness.

* fix: address review feedback for readme-helper.sh

- Remove unnecessary SC2034 shellcheck disable (Gemini feedback)
- Add caching for count functions to avoid repeated find calls (Gemini)
- Guard for missing directories, return 0 instead of failing (Augment)
- Align rounding logic between check and update commands (Augment)
  - Both now use round_scripts() and round_subagents() functions
  - Consistent output: 150+ subagents, 130+ scripts

* style: add blank lines before fenced code blocks

Fix Codacy markdown linting issues in full-loop.md and readme-create-update.md

* 🤖 AUTO-FIX: Apply code quality improvements

  ✅ AUTOMATED FIXES:
  - Applied Qlty auto-formatting
  - Fixed common shellcheck issues
  - Updated code quality standards

  🔍 ANALYSIS:
  - SonarCloud: 324 code smells
  - Codacy: Analysis completed
  - Qlty: Auto-formatting applied

  Generated by: GitHub Actions Code Review Monitoring

* chore(release): bump version to 2.67.0

- feat: add readme-helper.sh for dynamic count management (#131)
- feat(plan-plus): add agent design subagents for planning discussions (#132)
- docs: improve README maintainability and add AI-CONTEXT block (#130)

Also fixes version-manager.sh to accept dynamic GitHub release badges.

* 🤖 AUTO-FIX: Apply code quality improvements

  ✅ AUTOMATED FIXES:
  - Applied Qlty auto-formatting
  - Fixed common shellcheck issues
  - Updated code quality standards

  🔍 ANALYSIS:
  - SonarCloud: 328 code smells
  - Codacy: Analysis completed
  - Qlty: Auto-formatting applied

  Generated by: GitHub Actions Code Review Monitoring

* fix: consolidate version validation to single source of truth (#133)

- Update validate-version-consistency.sh with aidevops.sh, package.json, marketplace.json checks
- Refactor version-manager.sh to call standalone validator instead of duplicate logic
- Add validation after marketplace.json sed update to catch silent failures
- Update auto-version-bump.sh with complete file list

Fixes issue where version-manager.sh had its own validation logic that
drifted from validate-version-consistency.sh (used by CI), causing
release v2.67.0 to fail initially when PR #130 updated only the
standalone script.

* docs: add changelog entry for version validation fix

* chore(release): bump version to 2.67.1

* 🤖 AUTO-FIX: Apply code quality improvements

  ✅ AUTOMATED FIXES:
  - Applied Qlty auto-formatting
  - Fixed common shellcheck issues
  - Updated code quality standards

  🔍 ANALYSIS:
  - SonarCloud: 328 code smells
  - Codacy: Analysis completed
  - Qlty: Auto-formatting applied

  Generated by: GitHub Actions Code Review Monitoring

* fix: handle dynamic GitHub release badge in version-manager.sh (#134)

The README.md now uses a dynamic GitHub release badge instead of a
hardcoded version badge. The version-manager.sh was still trying to
update the hardcoded badge and failing when it wasn't found, which
caused it to return early before updating marketplace.json.

Changes:
- Check for dynamic badge (img.shields.io/github/v/release) first
- Skip README update if dynamic badge is used (GitHub handles it)
- Only update hardcoded badge if present
- Warn if no version badge found (non-fatal)

This fixes the issue where marketplace.json wasn't being updated
during releases because the README validation failed first.

* docs: add changelog entry for dynamic badge fix

* chore(release): bump version to 2.67.2

* docs: add /add-skill command to README

- Add /add-skill to Meta/Improvement slash commands table
- Add 'Importing External Skills' section under Cross-Tool Compatibility
- Document supported formats (SKILL.md, AGENTS.md, .cursorrules)
- Document features (conflict detection, version tracking, symlinks)

* style: add blank line before heading in CHANGELOG (MD022)

---------

Co-authored-by: GitHub Action <action@github.com>
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