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by proffesor-for-testing
agentic-qe
Agentic QE Fleet is an open-source AI-powered QA/QE platform designed for use with Coding Agents (works best with Claude Code) featuring specialized agents and skills to support testing activities for a product at any stage of the SDLC. Free to use, fork, build, and contribute. Based on the Agentic QE Framework created by Dragan Spiridonov.
504 GitHub stars (504)
+16 in 16 days
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- 30 skills (30 skills found in its SKILL.md files)
- 100 forks (100 forks)
- Today last update (Last updated today)
Install
Skills CLI
npx skills add proffesor-for-testing/agentic-qe
Asks which skills and agents to install. Just one: npx skills add proffesor-for-testing/agentic-qe --skill aqe-plan-quality — add -g for every project.
Claude Code
git clone https://github.com/proffesor-for-testing/agentic-qecp -r "agentic-qe/.agents/skills/aqe-plan-quality" ~/.claude/skills/
Copies the aqe-plan-quality skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add proffesor-for-testing/agentic-qe
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md — showing the first 30 of 479 files.
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aqe-plan-quality
Create risk-based quality and test plans for Agentic QE changes. Use when scoping a feature, translating requirements into verification work, selecting QE specialties, assessing testability, or deciding which `.claude/agents/v3/qe-*.md` capabilities should inform a task. Do not use merely to execute an already-defined test command.
.agents/skills/aqe-plan-quality/SKILL.md on GitHub (opens in a new tab) -
aqe-plan-work
Build dependency-aware execution plans for complex Agentic QE, Ruflo, integration, migration, or multi-stream engineering programs. Use when Codex must turn research or requirements into phased work, select a small AQE fleet, map critical paths and parallel streams, define acceptance gates, or sequence risky changes. Use aqe-plan-quality instead when the primary output is only a test or quality p…
.agents/skills/aqe-plan-work/SKILL.md on GitHub (opens in a new tab) -
aqe-research
Conduct evidence-first technical research for Agentic QE, Ruflo, related ruvnet projects, or external tools. Use when Codex must investigate a repository, compare current upstream changes, trace dependencies and history, distinguish verified facts from inference, or synthesize findings into actionable engineering recommendations. Do not use for a simple known-answer lookup or an implementation-on…
.agents/skills/aqe-research/SKILL.md on GitHub (opens in a new tab) -
aqe-review-quality
Review Agentic QE changes and issue an evidence-backed quality verdict. Use for code review, regression-risk assessment, release readiness, quality-gate evaluation, security/performance/testability review, or checking whether a change has sufficient verification. Do not use when the user primarily asks to implement a feature.
.agents/skills/aqe-review-quality/SKILL.md on GitHub (opens in a new tab) -
aqe-ruflo
Add optional Ruflo development-time orchestration to an Agentic QE workflow. Use when a task benefits from coordinated swarms, persistent cross-session memory, routing, or Ruflo hooks. Do not use for a one-shot edit, and never add Ruflo to shipped AQE runtime dependencies.
.agents/skills/aqe-ruflo/SKILL.md on GitHub (opens in a new tab) -
aqe-test-change
Design, implement, and run durable tests for Agentic QE code changes. Use when adding tests, reproducing a defect, filling a coverage gap, selecting affected Vitest suites, checking CLI/MCP parity, or verifying a fix in this repository. Do not use for a read-only quality review with no requested edits.
.agents/skills/aqe-test-change/SKILL.md on GitHub (opens in a new tab) -
ruflo
Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5…
.agents/skills/ruflo/SKILL.md on GitHub (opens in a new tab) -
a11y-ally
Use when running comprehensive WCAG accessibility audits with axe-core + pa11y + Lighthouse, generating context-aware remediation, or testing video accessibility. Supports 3-tier browser cascade with graceful degradation.
.claude/skills/a11y-ally/SKILL.md on GitHub (opens in a new tab) -
accessibility-testing
WCAG 2.2 compliance testing, screen reader validation, and inclusive design verification. Use when ensuring legal compliance (ADA, Section 508), testing for disabilities, or building accessible applications for 1 billion disabled users globally.
.claude/skills/accessibility-testing/SKILL.md on GitHub (opens in a new tab) -
AgentDB Advanced Features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
.claude/skills/agentdb-advanced/SKILL.md on GitHub (opens in a new tab) -
AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
.claude/skills/agentdb-learning/SKILL.md on GitHub (opens in a new tab) -
AgentDB Memory Patterns
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
.claude/skills/agentdb-memory-patterns/SKILL.md on GitHub (opens in a new tab) -
AgentDB Performance Optimization
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
.claude/skills/agentdb-optimization/SKILL.md on GitHub (opens in a new tab) -
AgentDB Vector Search
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
.claude/skills/agentdb-vector-search/SKILL.md on GitHub (opens in a new tab) -
agentic-quality-engineering
Use when orchestrating QE agents, understanding PACTS principles, configuring the AQE v3 fleet, or leveraging AI agents as force multipliers for quality work.
.claude/skills/agentic-quality-engineering/SKILL.md on GitHub (opens in a new tab) -
api-testing-patterns
Comprehensive API testing patterns including contract testing, REST/GraphQL testing, and integration testing. Use when testing APIs or designing API test strategies.
.claude/skills/api-testing-patterns/SKILL.md on GitHub (opens in a new tab) -
browser
Web browser automation with AI-optimized snapshots for claude-flow agents
.claude/skills/browser/SKILL.md on GitHub (opens in a new tab) -
brutal-honesty-review
Unvarnished technical criticism combining Linus Torvalds' precision, Gordon Ramsay's standards, and James Bach's BS-detection. Use when code/tests need harsh reality checks, certification schemes smell fishy, or technical decisions lack rigor. No sugar-coating, just surgical truth about what's broken and why.
.claude/skills/brutal-honesty-review/SKILL.md on GitHub (opens in a new tab) -
bug-reporting-excellence
Write high-quality bug reports that get fixed quickly. Use when reporting bugs, training teams on bug reporting, or establishing bug report standards.
.claude/skills/bug-reporting-excellence/SKILL.md on GitHub (opens in a new tab) -
chaos-engineering-resilience
Chaos engineering principles, controlled failure injection, resilience testing, and system recovery validation. Use when testing distributed systems, building confidence in fault tolerance, or validating disaster recovery.
.claude/skills/chaos-engineering-resilience/SKILL.md on GitHub (opens in a new tab) -
cicd-pipeline-qe-orchestrator
Orchestrate quality engineering across CI/CD pipeline phases. Use when designing test strategies, planning quality gates, or implementing shift-left/shift-right testing.
.claude/skills/cicd-pipeline-qe-orchestrator/SKILL.md on GitHub (opens in a new tab) -
code-review-quality
Conduct context-driven code reviews focusing on quality, testability, and maintainability. Use when reviewing code, providing feedback, or establishing review practices.
.claude/skills/code-review-quality/SKILL.md on GitHub (opens in a new tab) -
compatibility-testing
Cross-browser, cross-platform, and cross-device compatibility testing ensuring consistent experience across environments. Use when validating browser support, testing responsive design, or ensuring platform compatibility.
.claude/skills/compatibility-testing/SKILL.md on GitHub (opens in a new tab) -
compliance-testing
Regulatory compliance testing for GDPR, CCPA, HIPAA, SOC2, PCI-DSS and industry-specific regulations. Use when ensuring legal compliance, preparing for audits, or handling sensitive data.
.claude/skills/compliance-testing/SKILL.md on GitHub (opens in a new tab) -
consultancy-practices
Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.
.claude/skills/consultancy-practices/SKILL.md on GitHub (opens in a new tab) -
context-driven-testing
Apply context-driven testing principles where practices are chosen based on project context, not universal 'best practices'. Use when making testing decisions, questioning dogma, or adapting approaches to specific project needs.
.claude/skills/context-driven-testing/SKILL.md on GitHub (opens in a new tab) -
contract-testing
Consumer-driven contract testing for microservices using Pact, schema validation, API versioning, and backward compatibility testing. Use when testing API contracts or coordinating distributed teams.
.claude/skills/contract-testing/SKILL.md on GitHub (opens in a new tab) -
coverage-drop-investigator
Use when test coverage has dropped and you need to find which changes caused it and what tests to add. Traces coverage regressions to specific commits and files.
.claude/skills/coverage-drop-investigator/SKILL.md on GitHub (opens in a new tab) -
coverage-guard
Use when you want to prevent coverage regressions during development. Activate with /coverage-guard to warn when coverage drops below threshold after code changes.
.claude/skills/coverage-guard/SKILL.md on GitHub (opens in a new tab) -
database-testing
Database schema validation, data integrity testing, migration testing, transaction isolation, and query performance. Use when testing data persistence, ensuring referential integrity, or validating database migrations.
.claude/skills/database-testing/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.