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Category
AI Agents
Rank
Pricing
Open Source
Platform
cli
Type
TOOL
Builder
@getsentry
GitHub
985 stars
Date

About

Agent Skills collection used by the Sentry team for development workflows. Provides pre-built skills for code review, commit management, security audits, and other development tasks that can be used with Claude Code, Cursor, and other AI agents.

What it does

Sentry Skills turns team practices into instructions that compatible coding agents can discover and apply. Its catalog spans pull request iteration, code quality, security, documentation, typing, onboarding, writing, and internal operational work. Several workflows include Python helpers that gather GitHub state and return structured JSON.

Why it's ranked here

The collection is unusually concrete: it pairs broad engineering guidance with operational helpers for pull request checks, review feedback, thread replies, and skill security scanning. The main caveat is deliberate specialization. Many entries encode Sentry conventions, systems, branding, or internal processes rather than general-purpose defaults.

What's good

The pull request tooling distinguishes actionable checks from human approval gates, extracts failure context, categorizes feedback, and reports structured outcomes. The security scanner checks frontmatter, prompt injection patterns, obfuscation, secrets, dangerous scripts, and unrestricted permissions. Contributor guidance also separates runtime instructions from maintenance contracts and reference material.

Tradeoffs

Some skills assume GitHub CLI access, specific organization conventions, external documentation, or Sentry infrastructure knowledge. The repository explicitly directs project setup and production debugging elsewhere. Skill testing is primarily described as local installation, invocation, behavior checks, and self-review, while formal review remains optional.

How to use it well

It best suits teams that want agent behavior to reflect written engineering policy across reviews, commits, pull requests, security checks, and documentation. Adopt individual skills, then customize organization-specific assumptions and permissions. Use another integration for installing Sentry in applications or debugging production incidents.

Technical notes+

README.md defines the Agent Skills packaging model, Claude Code marketplace installation, skills.sh installation, canonical skills tree, and two subagents. AGENTS.md requires SKILL.md plus SPEC.md for new or materially changed skills and documents registration rules. skills/skill-scanner/scripts/scan_skill.py is a Python 3.9 static analyzer using PyYAML and emitting JSON findings. The helpers under skills/iterate-pr/scripts/ use the gh CLI, REST and GraphQL calls, subprocesses, polling, and JSON output to inspect checks and feedback or reply to threads. skills/gh-review-requests/scripts/fetch_review_requests.py requires Python 3.12. .claude/settings.json contains an explicit command, fetch-domain, and skill allowlist. warden.toml runs skill-scanner for pull requests and locally, failing on high severity and reporting medium severity.

Observed

License
Apache License 2.0
Primary implementation
Markdown skill instructions with Python helper scripts
Install surface
Claude Code marketplace plugin or skills.sh package via npx
Agent platforms
Claude Code, Cursor, Cline, GitHub Copilot, and other Agent Skills-compatible agents
Interfaces
Agent skills and subagents, plus helper command-line scripts that emit JSON
Runtime requirements
Python helpers require Python 3.9 or 3.12; the scanner declares PyYAML
Repository structure
Canonical skills live at repository root, with separate agent definitions and maintenance contracts

Read from README.md, skills/skill-scanner/scripts/scan_skill.py, skills/iterate-pr/scripts/fetch_pr_checks.py, skills/iterate-pr/scripts/reply_to_thread.py, skills/iterate-pr/scripts/fetch_pr_feedback.py, skills/iterate-pr/scripts/monitor_pr_checks.py, skills/gh-review-requests/scripts/fetch_review_requests.py, LICENSE, AGENTS.md, CLAUDE.md, warden.toml, CONTRIBUTING.md, agents/senpai.md, .claude/settings.json.

What it can do

  • Review code for quality and best practices

    Code files or pull requestsCode review feedback and suggestions

  • Perform security audits on code

    Source code filesSecurity vulnerability reports and recommendations

  • Manage Git commits

    Code changes and commit messagesFormatted commits and Git operations

  • Execute Git operations

    Git commands and repository stateGit status updates and branch management

  • Analyze development workflow processes

    Development workflow dataProcess optimization recommendations

Tags

ai-agentsdevelopmentcode-reviewworkflowsclaudesentryskillsautomation

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