Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoAPI key: unconfirmed

golang-code-review

A comprehensive Go code reviewer based on 'The Golang Craftsman', covering five major aspects: naming, structs, functions, interface design, and error handling. Use when reviewing Go code to ensure it…

download24deployed_code—star1
personjakexiaoAPI key: unconfirmed

threat-model-generation

Generate or refresh a STRIDE-based threat model for the current repository using Bug Hunter-native artifacts. Use whenever the repository has no threat model yet, the architecture changed materially, …

download24deployed_code—star98
personjakexiaoAPI key: unconfirmed

debugging-master

Systematic debugging methodology - scientific method, hypothesis testing, and root cause analysis that works across all technologiesUse when "bug, debugging, not working, broken, investigate, root cau…

download24deployed_code—star4
personjakexiaoAPI key: unconfirmed

github-fix-issue

Fix GitHub issues end-to-end — from analysis through branch creation, implementation, testing, and PR submission. Use this skill whenever the user mentions fixing a GitHub issue, resolving a bug from …

download24deployed_code—star1.3K
personjakexiaoAPI key: unconfirmed

gopher-guides

WHEN: User asks about Go best practices, idiomatic patterns, how to properly implement something in Go, or wants authoritative training material. Trigger when reviewing Go code, asking "what's the rig…

download24deployed_code—star0
personjakexiaoAPI key: unconfirmed

context-detective

Deep context gathering to prevent AI hallucinations. Explore the codebase before starting a task to establish a verified factual foundation. Use proactively BEFORE any feature work, code generation, d…

download24deployed_code—star0
personjakexiaoAPI key: unconfirmed

worker-image-investigation

Investigate Taskcluster task failures related to worker images. Compare passing vs failing tasks, extract image versions, find running workers, and debug Windows VMs via Azure CLI. Use when debugging …

download24deployed_code—star3
personjakexiaoAPI key: unconfirmed

skill-scanner

Scan agent skills for security issues. Use when asked to "scan a skill",

download24deployed_code—star2
personjakexiaoAPI key: unconfirmed

programming-workflow

Programming workflow - a unified Test-Driven Development (TDD) process. It includes five stages: preparation, design, test implementation, code implementation, and review.

download24deployed_code—star6
personjakexiaoAPI key: unconfirmed

debug-pipeline

Diagnose OpenShift Pipelines (Tekton) CI/CD failures including PipelineRun failures, TaskRun step errors, workspace/PVC binding issues, and authentication problems. Automates multi-step diagnosis: Pip…

download24deployed_code—star4
personjakexiaoAPI key: unconfirmed

proposal-review

Structured, decision-ready review framework for AI/ML, computational biology, and bioscience proposals. Use when evaluating grant, project, or funding proposals.

download24deployed_code—star0
personjakexiaoAPI key: unconfirmed

144-java-data-oriented-programming

Use when you need to apply data-oriented programming best practices in Java — including separating code (behavior) from data structures using records, designing immutable data with pure transformation…

download24deployed_code—star323
personjakexiaoAPI key: unconfirmed

spring-boot-scanner

Smart code scanner that detects Spring Boot patterns and routes to appropriate skills. Use when editing Java or Kotlin files in Spring Boot projects, working with pom.xml/build.gradle containing sprin…

download24deployed_code—star0
personjakexiaoAPI key: unconfirmed

dotnet-testing-bogus-fake-data

The specialized skill of using Bogus to generate realistic fake data. Use this when you need to generate test data that feels real, such as names, addresses, phone numbers, emails, and company informa…

download24deployed_code—star19
personjakexiaoAPI key: unconfirmed

sql-optimization-patterns

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...

download24deployed_code—star2
personjakexiaoAPI key: unconfirmed

proofread

Run the proofreading protocol on documents. Checks grammar, typos, overflow, consistency, and academic writing quality for .tex, .qmd, .typ, and .md files. Produces a report without editing files.

download24deployed_code—star2
personjakexiaoAPI key: unconfirmed

file-review

File review tool — launch GUI, process comments, or install. Use when user mentions file-review, reviewing files, leaving comments, or processing review comments.

download24deployed_code—star18
personjakexiaoAPI key: unconfirmed

Swift Unit Testing Skill

Guidelines and templates for writing effective unit tests with XCTest, including test-driven development practices and mocking techniques.

download24deployed_code—star11
personjakexiaoAPI key: unconfirmed

132-java-testing-integration-testing

Use when you need to set up, review, or improve Java integration tests — including generating a BaseIntegrationTest.java with WireMock for HTTP stubs, detecting HTTP client infrastructure from import …

download24deployed_code—star323
personjakexiaoAPI key: unconfirmed

treeherder

Query Firefox Treeherder for CI job results using treeherder-cli (primary) and lumberjackth (secondary). Use after commits land to check test/build results. Triggers on "treeherder", "job results", "c…

download24deployed_code—star3
personjakexiaoAPI key: unconfirmed

dotnet-testing-complex-object-comparison

Specialized skills for handling complex object comparisons and deep validations. Use this when you need to compare deep objects, exclude specific properties, handle circular references, or validate DT…

download24deployed_code—star19