An intelligent, cross-ecosystem PR Description Agent for GitHub and Azure DevOps that automatically generates context-aware summaries via webhook triggers. It uses language-agnostic intelligence to analyze code diffs, completely overwriting the existing description on updates to maintain a single source of truth, while an internal Knowledge Creation loop continuously refines its repository context without static files.
Plugin pr-descriptor from marketplace xianix-plugins-official in xianix-team/plugins-official. Commands read from the repo's manifest — 10 days ago.
This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.
generate-pr-descriptionGenerate or completely regenerate a pull request's description by analyzing its full diff, commit history, and codebase. Replaces the PR's title and description in place. Usage: /generate-pr-description [pr-number or branch-name]
update-knowledge-baseBootstrap or refresh this repository's cached architectural knowledge profile without generating or posting a PR description. Useful for first-time onboarding or after a large refactor. Usage: /update-knowledge-base
/pr-descriptor:pr-describeGenerate or completely regenerate a pull request's description. Analyzes the full diff, commit history, and codebase, then replaces the PR's title and description in place. Works with GitHub, Azure DevOps, and any git repository. Usage: /pr-describe [PR number, branch name, or leave blank for curren
change-analystLanguage-agnostic PR change analyst. Reads a diff, commit history, and repository knowledge profile to produce the structured content (what changed, why, how, testing, risk, related work) that the orchestrator turns into the PR description.
knowledge-curatorRepository knowledge curator for the PR Description Agent. Loads, bootstraps, or refines a persistent architectural profile of the repository (tech stack, module map, conventions, description style) that lives outside the repository entirely — never a file committed to the project. Use in `load` mod
orchestratorPR Description Agent executor. Detects the hosting platform, gathers the pull request's full diff and commit history, builds/loads repository knowledge, analyzes the change, and completely rewrites and replaces the PR's title and description. Works with GitHub and Azure DevOps. Invoke on PR opened/s
bash ${CLAUDE_PLUGIN_ROOT}/hooks/validate-prerequisites.sh
bash ${CLAUDE_PLUGIN_ROOT}/hooks/notify-update.sh
AI-native UX mob elaboration workflow for Greenfield and Brownfield projects. Runs structured, human-gated phase processes with artifact guardrails, approval gates, context isolation, and AI readiness checks before any brownfield work begins.
3 skills · 9 commands · 6 agents · hooks
Autonomous codebase archaeology agent. Triggered by a GitHub Issue or Azure DevOps Work Item tagged 'code-archaeology'. Segments the codebase, maps architecture in business language, extracts coding conventions, runs a due diligence audit for defects and structural problems, classifies all work into typed and prioritised items, and delivers a single structured archaeology report as comments on the originating issue or work item.
7 skills · 1 command · 7 agents · hooks
Automated dependency audit and optimization across all major ecosystems (npm, pip, Cargo, Go modules, Maven, .NET, Bundler). Runs four parallel specialized analyses — vulnerability scanning (CVE/CVSS), SemVer version drift, bundle bloat and unused package detection, and license compliance. Automatically creates a pull request with safe fixes applied; flags critical CVEs and major breaking upgrades for manual review. Works with GitHub, Azure DevOps, and any git repository.
6 skills · 1 command · 5 agents · hooks
Automated impact analysis and risk-based test strategy generation for bug fixes, PBIs, and feature implementations. Gathers work item requirements, code changes across linked pull requests, comments, child items, and referenced documentation — then posts a business-readable Markdown comment series on the PR / issue / work item discussion that serves as the testing guide for QA engineers doing risk-based testing. No HTML files written to the repo.
6 skills · 1 command · 5 agents · hooks
Comprehensive PR review plugin with specialized agents for code quality, security, test coverage, and performance analysis. Works with GitHub, Azure DevOps, Bitbucket, and any git repository.
6 skills · 1 command · 4 agents · hooks
Authorized web-application penetration testing with whitebox source-code analysis. Combines OWASP Top 10 dynamic probes (DAST), static code analysis (SAST via semgrep), web-ecosystem dependency CVE scanning, and secrets detection. Source-code recon runs first and drives targeted URL probing — including authenticated routes, real parameter names, and sink locations — instead of blind crawling. Includes a Playwright-driven probe path for SPA targets and DAST+SAST dual-confirmation. Requires explicit --authorized flag.
1 command · 9 agents · hooks
Up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your coding agent's context.
1 MCP server
Reliable automation, in-depth debugging, and performance analysis in Chrome using Chrome DevTools and Puppeteer
8 skills · 1 MCP server
Automates browser interactions for web testing, form filling, screenshots, and data extraction
12 skills
Production incident management, triage workflows, and automated incident resolution
4 skills · 2 commands · 6 agents
Search and retrieve documents from local markdown files.
2 skills
Automates browser interactions for web testing, form filling, screenshots, and data extraction
1 skill
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