Code Review
Automated code review and analysis
single-cell-preprocessing-with-omicverse
by Starlitnightly
Walk through omicverse's single-cell preprocessing tutorials to QC PBMC3k data, normalise counts, detect HVGs, and run PCA/embedding pipelines on CPU, CPUâGPU mixed, or GPU stacks.
single-cell-downstream-analysis
by Starlitnightly
Checklist-style reference for OmicVerse downstream tutorials covering AUCell scoring, metacell DEG, and related exports.
test-design-reviewer
by citypaul
Evaluates test quality using Dave Farley's 8 properties. Use when reviewing tests, assessing test suite quality, or analyzing test effectiveness against TDD best practices.
single-cell-cellphonedb-communication-mapping
by Starlitnightly
Run omicverse's CellPhoneDB v5 wrapper on annotated single-cell data to infer ligand-receptor networks and produce CellChat-style visualisations.
rea-ci-tests-audit
by morluto
Audit REA CI and test suites for correctness, fixture drift, false passes, and measured performance; use for suite or workflow investigations and efficiency changes, rather than ordinary feature testing or a single test failure.
rea-changelog-update
by morluto
Prepare or rewrite REA release changelogs and GitHub release notes from pinned Git history, with verified contributor thanks and Release Please synchronization.
ultracite
by haydenbleasel
"Ultracite is a zero-config linting and formatting preset for JavaScript/TypeScript projects. Use when: (1) Setting up or initializing Ultracite in a project (ultracite init), (2) Running linting or formatting commands (check, fix, doctor), (3) Writing or reviewing JS/TS code in a project that uses Ultracite — to follow its code standards, (4) Troubleshooting linting/formatting issues, (5) User mentions 'ultracite', 'lint', 'format', 'code quality', or 'biome/eslint/oxlint' in a project with Ultracite installed."
preview-import
by adobe
Preview and verify imported content in local AEM Edge Delivery Services dev server. Validates rendering, compares with original page, and troubleshoots common issues.
identify-page-structure
by adobe
Identify section boundaries and content sequences within a scraped webpage for AEM Edge Delivery Services import. Performs two-level analysis (sections, then sequences per section) and surveys available blocks.
code-review
by adobe
Review code for AEM Edge Delivery Services projects. Use at the end of development (before PR) for self-review, or to review pull requests. Validates code quality, performance, accessibility, and adherence to EDS best practices.
content-driven-development
by adobe
Apply a Content Driven Development process to AEM Edge Delivery Services development. Use for ALL code changes - new blocks, block modifications, CSS styling, bug fixes, core functionality (scripts.js, styles, etc.), or any JavaScript/CSS work that needs validation.
analyze-and-plan
by adobe
Analyze development requirements and define acceptance criteria for AEM Edge Delivery Services tasks. Handles new blocks, variants, modifications, bug fixes, and styling changes with task-specific guidance.
ln-401-task-executor
by levnikolaevich
Executes implementation tasks (Todo -> In Progress -> To Review). Follows KISS/YAGNI, guides, quality checks. Not for test tasks.
octocode-pull-request-reviewer
by bgauryy
'This skill should be used when the user asks to "review a PR", "review pull request", "PR review", "check this PR", "analyze PR changes", "review PR #123", "what''s wrong with this PR", "is this PR safe to merge", "review my changes", "review local changes", "review my code", "review staged changes", "review my diff", or needs expert code review with architectural analysis, defect detection, and security scanning. Supports both remote PRs and local changes (staged/unstaged). Uses Octocode MCP tools for deep code forensics and holistic evaluation.'
Git & Collaboration Standards
by HoangNguyen0403
Universal standards for version control, branching, and team collaboration.
Android Navigation
by HoangNguyen0403
Navigation for Android using Jetpack Compose Navigation and App Links.
clawsec-clawhub-checker
by prompt-security
ClawHub reputation checker for ClawSec suite. Enhances guarded skill installer with VirusTotal Code Insight reputation scores and additional safety checks.
flow-next-epic-review
by gmickel
Epic completion review - verifies all epic tasks implement spec requirements. Triggers on /flow-next:epic-review.
flow-next-work
by gmickel
Execute a Flow epic or task systematically with git setup, task tracking, quality checks, and commit workflow. Use when implementing a plan or working through a spec. Triggers on /flow-next:work with Flow IDs (fn-1-add-oauth, fn-1-add-oauth.2, or legacy fn-1, fn-1.2, fn-1-xxx, fn-1-xxx.2).
dyad:pr-fix
by dyad-sh
Address all outstanding issues on a GitHub Pull Request by handling both review comments and failing CI checks.
create-hat-collection
by mikeyobrien
Generates new Ralph hat collection presets through guided conversation. Asks clarifying questions, validates against schema constraints, and outputs production-ready YAML files.
r8-analyzer
by android
Analyzes Android build files and R8 keep rules to identify redundancies,
browser-25afee4d
by FuRongJun-1999
沙箱隔离 / 安全-沙箱隔离 / iframe sandb / grant 授。用户提到这些词时使用本技能。 场景：对照：iframe sandbox——权限裁剪（allow-scripts 等逐项授权/校验）。 【不适用】Not for 以下场景：op 非 {check, grant, revoke} 时
browser-2cc1da58
by FuRongJun-1999
扩展管理 / 浏览器-扩展管理 / 浏览器扩展——安装 / 启停 / 权限检查 / install 安。用户提到这些词时使用本技能。 场景：对照：浏览器扩展——安装/启停/权限检查（最小权限原则）。 【不适用】Not for 以下场景：op 非 {check, enable, install} 时