Auto-route tasks to the cheapest Claude model that works correctly. Three-tier progression: Haiku โ Sonnet โ Opus. Classify before responding. HAIKU (default): factual Q&A, greetings, reminders, status checks, lookups, simple file ops, heartbeats, casual chat, 1-2 sentence tasks. ESCALATE TO SONNET: code >10 lines, analysis, comparisons, planning, reports, multi-step reasoning, tables, long writing >3 paragraphs, summarization, research synthesis, most user conversations. ESCALATE TO OPUS: architecture decisions, complex debugging, multi-file refactoring, strategic planning, nuanced judgment, deep research, critical production decisions. Rule: If a human needs >30 seconds of focused thinking, escalate. If Sonnet struggles with complexity, go to Opus. Save 50-90% on API costs by starting cheap and escalating only when needed.
Provides a comprehensive methodology to optimize productivity and tool use across multiple AI coding assistants through assessment, selection, context engine...
Monitors your Simmer positions for resolutions, logs wins/losses to your trade journal, and automatically redeems winning positions on-chain. Built for Simme...
Launch Claude Code in a new terminal window with Remote Control enabled. Use when opening a project for interactive coding sessions where you need to access...
Analyze biological data using Lobster AI โ single-cell RNA-seq, bulk RNA-seq,
literature mining, dataset discovery, quality control, and visualization.
USE THIS SKILL WHEN:
- Analyzing single-cell or bulk RNA-seq data
- Searching PubMed/GEO for papers or datasets
- Running quality control on biological data
- Clustering cells, finding markers, differential expression
- Creating publication-quality visualizations
- Working with H5AD, CSV, 10X, GEO/SRA accessions
TRIGGER PHRASES: "analyze cells", "search PubMed", "download GEO", "run QC",
"cluster", "find markers", "differential expression", "UMAP", "volcano plot",
"single-cell", "RNA-seq", "bioinformatics"
ASSUMES: Lobster is installed and configured. For setup issues, tell user to
run `lobster config-test` and fix any errors before proceeding.
Check any MCP server or AI tool against the Credence trust registry before installing it. Scores security, provenance, and behavioral risk on a 0-100 scale.
Token-efficient Claude Code workflow. Other skills burn tokens polling tmux every 30s โ this one uses completion callbacks and only checks when notified. Obs...
Query and analyze Claude Code session data from a remote server. Use when asked to inspect Claude Code sessions, view conversation history, check tool calls,...
JavaScript/TypeScript SDK for inference.sh - run AI apps, build agents, integrate 150+ models. Package: @inferencesh/sdk (npm install). Full TypeScript suppo...
Execute programming tasks via Claude Code using PTY-based invocation. Handles non-TTY environments, auto-responds to prompts, and manages file synchronization.
Access your human's personal context data (biometrics, sleep, activity, calendar, location) via the Fulcra Life API and MCP server. Requires human's Fulcra account + OAuth2 consent.
Explore codebase and create spec + phased implementation plan with file-level task breakdown. Use when user says "plan this feature", "create implementation...
Spec-driven development workflow. Interactive phase-by-phase confirmation from proposal to implementation. Trigger: 'spec-flow', 'spec mode', 'need a plan',...
Delegate coding tasks to Qoder CLI using Print mode (non-interactive). Use when: (1) building/creating new features or apps, (2) code reviews, (3) refactorin...