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Agent skills
self-evolving

Topic: self-evolving

161 skills in this topic.

new-session Start a new session when context is high. Claude uses /clear, Codex uses /exit. Use when context is high or when a fresh session is needed.
zylos-ai/zylos-core 1,038
comm-bridge C4 communication bridge — central gateway for ALL external communication (Telegram, Lark, etc.). Use when replying to users via the "reply via" path, sending proactive messages to external channels, querying recent conversations or checkpoint status (prefer c4-db.js CLI; sqlite3 OK for unsupported queries), fetching conversation history for Memory Sync, or creating checkpoints after sync. Incoming messages are queued by channel bots and delivered to Claude via a PM2 dispatcher daemon. Session-start hooks automatically provide conversation context and can trigger Memory Sync when unsummarized conversations exceed the configured threshold.
zylos-ai/zylos-core 1,038
shell CLI interactive mode channel. Delivers Claude responses to the zylos shell REPL via Unix socket.
zylos-ai/zylos-core 1,038
http Caddy-based web server providing web console hosting, file sharing, and health check endpoints. Use when configuring HTTP access, setting up file sharing, or troubleshooting web connectivity.
zylos-ai/zylos-core 1,038
check-context Accurately check current context window and token usage. Use when the user asks about context usage, token consumption, or when monitoring context levels.
zylos-ai/zylos-core 1,038
create-skill Guide for creating effective skills. Use when asked to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
zylos-ai/zylos-core 1,038
component-management Guidelines for managing zylos components via CLI and C4 channels. Use when installing, upgrading, or uninstalling components, or when user asks about available components.
zylos-ai/zylos-core 1,038
web-console Built-in web interface for communicating with Claude without external services. Use when setting up or configuring the web console channel, or troubleshooting browser-based access.
zylos-ai/zylos-core 1,038
activity-monitor Guardian service that monitors the active runtime agent's state and automatically restarts it if stopped. Use when checking agent liveness state or understanding the auto-restart mechanism.
zylos-ai/zylos-core 1,038
scheduler Use when user wants to schedule tasks for future, recurring, or interval execution. Manages one-time, cron, and interval tasks dispatched via C4 comm-bridge.
zylos-ai/zylos-core 1,038
health-check System health check dispatched by the activity monitor via Control queue. Checks PM2 services, disk space, and memory usage. Use when receiving a control message containing "health-check".
zylos-ai/zylos-core 1,038
zylos-memory Core memory system. Maintains persistent memory across sessions via tiered markdown files following the Inside Out model. Handles Memory Sync (processing conversations into structured memory), session rotation, consolidation, and context-aware state saving. Must be launched via a runtime-appropriate background subagent mechanism — do not invoke with the Skill tool.
zylos-ai/zylos-core 1,038
restart-claude Use when the user asks to restart Claude Code, or after changing settings/hooks/keybindings.
zylos-ai/zylos-core 1,038
upgrade-claude Upgrade Claude Code to the latest version with graceful shutdown and auto-restart. Use when the user asks to upgrade or when a new Claude Code version is available.
zylos-ai/zylos-core 1,038
literature-search Systematic literature review methodology including search strategy, screening, and synthesis. Use when conducting literature reviews or writing background sections.
aiming-lab/AutoResearchClaw 11,027
cv-classification Best practices for image classification tasks. Use when working on CIFAR, ImageNet, or other classification benchmarks.
aiming-lab/AutoResearchClaw 11,027
mixed-precision Use FP16/BF16 mixed precision to accelerate training and reduce memory. Use when optimizing GPU performance.
aiming-lab/AutoResearchClaw 11,027
hypothesis-formulation Structured scientific hypothesis generation from observations. Use when formulating testable hypotheses, competing explanations, or experimental predictions.
aiming-lab/AutoResearchClaw 11,027
chemistry-rdkit Computational chemistry with RDKit for molecular analysis, descriptors, fingerprints, and substructure search. Use when working with SMILES, drug discovery, or cheminformatics tasks.
aiming-lab/AutoResearchClaw 11,027
meta-analysis Statistical methods for combining results across multiple studies. Use when aggregating cross-study or cross-experiment results.
aiming-lab/AutoResearchClaw 11,027
hypothesis-formulation Structured scientific hypothesis generation from observations. Use when formulating testable hypotheses, competing explanations, or experimental predictions.
aiming-lab/AutoResearchClaw 11,027
distributed-training Multi-GPU and distributed training patterns with PyTorch DDP. Use when scaling training across GPUs.
aiming-lab/AutoResearchClaw 11,027
chemistry-rdkit Computational chemistry with RDKit for molecular analysis, descriptors, fingerprints, and substructure search. Use when working with SMILES, drug discovery, or cheminformatics tasks.
aiming-lab/AutoResearchClaw 11,027
biology-biopython Bioinformatics with Biopython for sequence manipulation, file parsing, BLAST, and phylogenetics. Use when working with DNA/RNA/protein sequences or biological databases.
aiming-lab/AutoResearchClaw 11,027