Code Review
Automated code review and analysis
pr-draft-summary
by openai
Create a PR title and draft description after substantive code changes are finished. Trigger when wrapping up a moderate-or-larger change (runtime code, tests, build config, docs with behavior impact) and you need the PR-ready summary block with change summary plus PR draft text.
agentic-engineering
by affaan-m
Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
backend-patterns
by affaan-m
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
ai-first-engineering
by affaan-m
Engineering operating model for teams where AI agents generate a large share of implementation output.
twenty-partner-triage
by twentyhq
Rank the partner-application backlog by net-new value and hand back a short chase-list of applicants worth a personal nudge. Use when the user wants to triage, rank, or prioritize partner applications, find which applicants are worth chasing, run the daily or weekly application review, or asks "who should I reach out to" / "which applications matter". Reads the live partners workspace, read-only, never mutates a record.
cmux-architecture
by manaflow-ai
"cmux package architecture, refactor layering, dependency inversion, file organization, DocC documentation, package design discipline, testability, and Swift 6 concurrency rules. Use before adding or meaningfully rewriting Swift files, Swift packages, coordinators, services, repositories, or public package APIs."
n8n:linear-issue
by n8n-io
Fetch and analyze Linear issue with all related context. Use when starting work on a Linear ticket, analyzing issues, or gathering context about a Linear issue.
n8n:create-pr
by n8n-io
Creates GitHub pull requests with properly formatted titles that pass the check-pr-title CI validation. Use when creating PRs, submitting changes for review, or when the user says /pr or asks to create a pull request.
housekeeping
by langfuse
Triage an engineer's work queue across Linear, Pylon, and GitHub. Use for assigned, urgent, waiting, or stale issues, support follow-ups, and PR reviews.
infra-scaling
by langfuse
Tune and review Langfuse autoscaling for web, web-iso, and web-ingestion. Use for Terraform scale settings, RPM targets, scaling bounds, task counts, cost/performance tradeoffs, or Datadog evidence in the infrastructure repo.
frontend-browser-review
by langfuse
Shared workflow for browser-based review of user-visible frontend changes in Langfuse. Use when a change affects UI behavior, layout, styling, navigation, or browser-visible regressions and should be checked with available browser automation before signoff.
pnpm-upgrade-package
by langfuse
Upgrade pnpm workspace dependencies to target/latest versions: direct/transitive bumps, release-age checks, temporary overrides, minimumReleaseAgeExclude, lockfile/dedupe verification.
posthog-instrumentation
by langfuse
Product analytics with posthog. Use when adding a meaningful user action or feature in web/**, touching PostHog capture code, changing session replay or its privacy boundaries, or answering product-usage questions.
create-repo-agent
by langfuse
Design, implement, review, or harden Langfuse repo-owned autonomous agents. Use for LLM-powered GitHub Actions, scheduled or dispatched agents, agent-created PRs, prompts, allowlists, tokens, untrusted content, or self-updating instructions.
analyze-cloud-costs
by langfuse
Analyze Langfuse Cloud infrastructure cost structure using Metabase cost marts. Use when asked about cloud spend, AWS versus ClickHouse cost splits, cost drivers by provider/service/usage type/account, daily cost per tracing event, infra cost dashboards, or cost regressions visible in Metabase.
sentry-instrumentation
by langfuse
Decide whether and how errors report to Sentry. Use when touching capture or error-handling paths in web/**, triaging Sentry noise, or changing Sentry settings.
code-review
by langfuse
Review Langfuse code changes for correctness, regressions, and best practices.
langfuse-codebase-navigator
by langfuse
Navigate Langfuse repositories, code areas, and agent skills. Use to locate code, choose the right repo or skill, search across the Langfuse organization, or orient before implementation, debugging, documentation, support, or operations.
sales-engineer
by alirezarezvani
Analyzes RFP/RFI responses for coverage gaps, builds competitive feature comparison matrices, and plans proof-of-concept (POC) engagements for pre-sales engineering. Use when responding to RFPs, bids, or proposal requests; comparing product features against competitors; planning or scoring a customer POC or sales demo; preparing a technical proposal; or performing win/loss competitor analysis. Handles tasks described as 'RFP response', 'bid response', 'proposal response', 'competitor comparison', 'feature matrix', 'POC planning', 'sales demo prep', or 'pre-sales engineering'.
code-reviewer
by alirezarezvani
Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. Use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.
git-workflow-and-versioning
by addyosmani
Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, opening or reviewing a pull request (PR), pushing to a remote, or when you need to organize work across multiple parallel streams. Use when cutting a release, choosing a semantic version bump, tagging, or writing a changelog.
verification
by open-metadata
Use before claiming any task is complete. Requires running actual verification commands and showing evidence — no "should work" claims without proof.
ui-checkstyle
by open-metadata
Run the exact ESLint + Prettier + organize-imports sequence that CI's UI Checkstyle workflow runs — on just the files the PR changed — and fail the task if any file ends up with a diff. Invoke after authoring or modifying any .ts, .tsx, .js, .jsx, or .json file under openmetadata-ui/src/main/resources/ui/src/, .../playwright/, or openmetadata-ui-core-components/src/main/resources/ui/src/, or when CI reports a "UI Checkstyle" failure on the PR.
web-design-guidelines
by open-metadata
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".