Code Review
Automated code review and analysis
release-prep
by Terryc21
'Pre-release checklist: version bump, changelog, privacy manifest, store metadata, archive readiness. Triggers: "release prep", "prepare release", "ready to ship", "pre-release checklist".'
plan
by Terryc21
Epic decomposition into trackable, right-sized tasks. Audit-aware mode ingests codebase-audit/tech-reportcard reports. Standalone mode plans features, bugs, and refactors from scratch.
workflow-audit
by Terryc21
'Systematic UI workflow auditing for SwiftUI applications. Discovers entry points, traces user flows, detects dead ends and broken promises, audits data wiring, evaluates from user perspective. Triggers: "workflow audit", "audit flows", "find dead ends", "check navigation".'
tech-talk-reportcard
by Terryc21
'Technical codebase analysis with A-F grades across 9 categories. Self-contained iOS/Swift audit with automated grep scanning, verification, and Issue Rating Tables. Triggers: "tech report card", "grade my codebase", "technical audit".'
review-changes
by Terryc21
'Pre-commit review of staged/unstaged changes for bugs, security, performance, and missing tests. Scoped to changed files only. Triggers: "review changes", "review my code", "check before commit", "pre-commit review".'
enhanced-commands
by Terryc21
Enhanced list of custom Claude commands for iOS and macOS Swift projects with examples and output locations.
security-audit
by Terryc21
'Automated security vulnerability scan for iOS/macOS apps. Covers secrets, storage, network, input validation, privacy manifest, and file protection. Triggers: "security audit", "check for secrets", "security scan".'
commands
by Terryc21
Display list of all available custom commands for this project
workflow-audit
by Terryc21
Systematic UI workflow auditing for SwiftUI applications. Discovers entry points, traces user flows, detects dead ends and broken promises, evaluates from user perspective.
performance-check
by Terryc21
'Automated performance anti-pattern scan for iOS/macOS apps. Covers memory, CPU, energy, SwiftUI, launch time, and database. Triggers: "performance check", "performance scan", "check performance".'
linux-sudo-suid-capabilities
by blacklanternsecurity
Exploit sudo misconfigurations, SUID/SGID binaries, and Linux capabilities for privilege escalation.
metabolicpathwayheterogeneity
by pwwang
Analyzes metabolic pathway heterogeneity within cell populations by calculating normalized enrichment scores (NES) for each pathway across different groups. Quantifies metabolic diversity and identifies pathways with variable activity patterns. Uses principal component analysis and GSEA to assess pathway heterogeneity, revealing subpopulation-specific metabolic states and transitions.
cdr3aaphyschem
by pwwang
Analyzes physicochemical properties of CDR3 amino acid sequences to understand biochemical characteristics of T-cell receptor repertoires. Performs regression analysis between two cell groups at different CDR3 lengths for each physicochemical feature (hydrophobicity, volume, isoelectric point, etc.).
clonalstats
by pwwang
Generate comprehensive clonality statistics and diversity visualizations for TCR/BCR repertoire analysis. Quantifies clonal expansion, measures diversity metrics (Shannon, Simpson, Gini), and creates publication-ready plots.
clustermarkersofallcells
by pwwang
Finds marker genes for clusters of ALL cells before T/B cell selection. This process identifies differentially expressed genes across unsupervised clusters to help identify broad cell types (T cells, B cells, Myeloid cells, NK cells, etc.) in mixed immune cell populations.
screpcombiningexpression
by pwwang
Combine scTCR/BCR repertoire data with scRNA-seq expression data using scRepertoire::combineExpression(). This process integrates immune receptor information (CDR3 sequences, V(D)J genes, clonotypes) into a Seurat object's metadata, enabling clonotype-aware gene expression analysis.
topexpressinggenesofallcells
by pwwang
Identifies and visualizes the top expressing genes per cluster across ALL cells (before T/B cell selection), followed by pathway enrichment analysis. Provides initial overview of all cell populations by highlighting the most highly expressed genes and their biological functions.
repo-compliance-audit
by okwinds
对任意代码仓库进行合规审计并生成可取证报告（Markdown + JSON findings），覆盖“是否遵循 AGENTS.md/仓库规则/用户指令”“文档索引/规格/工作记录/任务总结”“TDD 与离线回归证据”“可复现性（.env.example 等）”“潜在密钥泄露与仓库卫生”等；并支持在人类勾选 finding.id 后执行选择性低风险整改（默认不改业务逻辑）。触发场景：仓库交付前自检、接手陌生仓库、需要合规审计报告、需要把整改条目做成可选择的执行清单。
pr-workflow
by markus41
Comprehensive knowledge for creating, managing, and merging pull requests with Jira integration, following best practices for code review, deployment, and team collaboration
skill-review-audit
by okwinds
Use when a user asks to review, interpret, or audit an AI agent skill (SKILL.md plus bundled scripts/references/assets) for capabilities, triggering behavior, tool/command usage, safety & privacy risk, supply-chain provenance, quality gaps, and improvement recommendations; also use when validating a skill before installing or deploying it.
Jira Orchestration Workflow
by markus41
This skill should be used when the user asks to "orchestrate jira", "work on issue", "complete jira ticket", "development workflow", "jira automation", "issue lifecycle", "work on story", "fix bug ticket", or needs guidance on coordinating development work through Jira with multi-agent orchestration patterns.
manager-orchestration
by markus41
Establishes manager-level coordination contracts and cross-domain handoffs.
task-details
by markus41
Enriches Jira tasks with comprehensive context, requirements analysis, and technical details through intelligent extraction, dependency mapping, and historical analysis
git-rebase-workflow
by nangongwentian-fe
Git Rebase 分支同步流程，用于将当前功能分支 rebase 到最新的目标分支（如 master/main），保持提交历史整洁。适用于功能分支落后于目标分支时，需要同步最新代码的场景。