Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
OCC (Origin Controlled Computing) — cryptographic proof of every OpenClaw agent action. Install, configure, and audit.
Monitors adjacent systems, upstream dependencies, and downstream consumers for changes that could affect your current work — before they break it. Like biolo...
A cognitive bias interceptor for debugging sessions. Detects when you're seeing patterns that aren't there, chasing red herrings, or letting confirmation bia...
Identifies vestigial code — not just unused imports, but dead feature branches still compiled, zombie configurations nobody reads, orphaned tests that valida...
Git archaeology engine that reconstructs the WHY behind code — not what changed, but what pressures, failures, and pivots shaped the codebase into its curren...
Generate hologram and 3D display content using each::sense AI. Create holographic product displays, presenters, 3D logos, interactive menus, event content, m...
执行 Java 代码性能优化，包括 JVM 调优、并发编程、内存管理、缓存策略、数据库优化、集合框架优化等。Invoke when user needs to optimize Java code performance.
Recommend suitable high-impact factor or domain-specific journals for manuscript submission based on abstract content. Trigger when user provides paper abstr...
Plan, build, review, or extend a stateless Bash CLI wrapper for the publicly documented EODHD API, intended for OpenClaw agents and Clawhub.ai distribution....
Generates Kaplan-Meier survival curves, calculates survival statistics (log-rank test, median survival time), and estimates hazard ratios for clinical and bi...
Performs GO (Gene Ontology) and KEGG pathway enrichment analysis on gene lists. Trigger when: - User provides a list of genes (symbols or IDs) and asks for e...
Security audit for multi-tenant OpenClaw Telegram bots. Checks workspace isolation, filesystem sandboxing, session scoping, auth separation, error leaking, a...
Assist in drafting professional peer review response letters. Trigger when user mentions "reviewer comments", "response letter", "peer review", "revise and r...
Aggregate and deduplicate multiple RSS/Atom feeds, score and cluster articles by importance, and generate concise, source-attributed daily digests.
Meticulously detect and fix missing React/TSX imports, undefined components, and bundler runtime errors in the WASM SPA build/preview pipeline. Ensures JSX c...
Guide creation of AI-friendly project structures with progressive disclosure indexing, modular architecture, and intent-oriented code. Use when starting a ne...
Capture, summarize, and organize knowledge from URLs, YouTube videos, documents, and files. Proactively recall stored knowledge when relevant.
Helps verify that AI agent skills maintain consistent behavioral invariants across repeated executions — detecting the class of threat where a skill behaves...
Security scanner that catches malicious skills before they steal your data. Detects credential theft, prompt injection, and hidden backdoors. Works immediately with zero setup. Optional AST dataflow a
Système de mémoire adaptative hebbienne pour Claude.md — transforme les logs de sessions en patterns pondérés qui renforcent ou atrophient les règles de trav...
Manage GitLab projects from the command line: create, review, merge MRs; manage issues; monitor and trigger CI/CD; support self-hosted instances and automation.