summarybotng/summarybot-ng

An agentically constructed replacement for my previously vibe-coded version

2Stars on the repository
198Mods indexed here, across every type
2mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

a11y-ally

01

summarybotng/summarybot-ng

Skill Claude CodeCodex

Comprehensive WCAG accessibility auditing with multi-tool testing (axe-core + pa11y + Lighthouse), TRUE PARALLEL execution with Promise.allSettled, graceful degradation, retry with backoff, context-aware remediation, learning integration, and video accessibility. Uses 3-tier browser cascade: Vibium → agent-browser →…

not rated 2 2mo ago A 75 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 50 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago B 49 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 56 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 45 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 53 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 41 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

Comprehensive API testing patterns including contract testing, REST/GraphQL testing, and integration testing. Use when testing APIs or designing API test strategies.

not rated 2 2mo ago A 34 tokens MIT

browser

10

summarybotng/summarybot-ng

Skill Claude CodeCodex

Web browser automation with AI-optimized snapshots for claude-flow agents.

not rated 2 2mo ago A 15 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 72 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

Write high-quality bug reports that get fixed quickly. Use when reporting bugs, training teams on bug reporting, or establishing bug report standards.

not rated 2 2mo ago A 33 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 40 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

Orchestrate quality engineering across CI/CD pipeline phases. Use when designing test strategies, planning quality gates, or implementing shift-left/shift-right testing.

not rated 2 2mo ago A 41 tokens MIT

code-review-quality

15

summarybotng/summarybot-ng

Skill Claude CodeCodex

Conduct context-driven code reviews focusing on quality, testability, and maintainability. Use when reviewing code, providing feedback, or establishing review practices.

not rated 2 2mo ago A 33 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 36 tokens MIT

compliance-testing

17

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 43 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.

not rated 2 2mo ago A 25 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 42 tokens MIT

contract-testing

20

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 35 tokens MIT

database-testing

21

summarybotng/summarybot-ng

Skill Claude CodeCodex

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.

not rated 2 2mo ago A 37 tokens MIT

debug-loop

22

summarybotng/summarybot-ng

Skill Claude CodeCodex

Hypothesis-driven autonomous debugging with real command validation.

not rated 2 2mo ago A 12 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

Orchestration skill for enterprise integration testing across SAP, middleware, WMS, and backend systems. Covers E2E enterprise flows, SAP-specific patterns (RFC, BAPI, IDoc, OData, Fiori), cross-system data validation, and enterprise quality gates.

not rated 2 2mo ago A 60 tokens MIT

summarybotng/summarybot-ng

Skill Claude CodeCodex

Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours. Use when planning exploration sessions, investigating bugs, or discovering unknown quality risks.

not rated 2 2mo ago A 45 tokens MIT

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