Use to analyze correction trends, surface recurring patterns, and graduate repeat corrections to guardrails or anti-patterns.
Score 70/100
Measure relationships between variables using correlation coefficients, correlation matrices, and association tests for correlation measurement, relationship analysis, and…
Score 70/100
Correlation Analyzer - Auto-activating skill for Data Analytics. Triggers on: correlation analyzer, correlation analyzer Part of the Data Analytics skill category.
Score 70/100
Find and visualize correlations between variables in datasets. Use for data exploration, feature selection, or identifying relationships between columns.
Score 70/100
Automate Corrently tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Automatic session tracking and memory system for Claude Code. Activates when working in git repositories to track file changes, commits, and session context.
Score 70/100
Run memory maintenance — decay old memories, compress stale content, consolidate episodic memories into semantic knowledge, and run sleep-like replay.
Score 70/100
Evaluate model performance — check for accuracy drops, data drift, and error patterns. Use when asked about "model accuracy dropped", "evaluate the model", "check for drift", or…
Score 70/100
Explore the memory system's state, find gaps in knowledge, assess coverage, and get diagnostic information.
Score 70/100
Persistent cognitive memory for AI agents — query, record, review, and consolidate knowledge across sessions with spreading activation, FSRS scheduling, and NLI contradiction…
Score 70/100
Build an ML pipeline — from data to trained model to serving endpoint. Use when asked to "build ML model", "train a model", "prediction pipeline", "classification", or…
Score 70/100
Navigate the knowledge graph — trace entity relationships, explore causal chains, drill into memory clusters, and traverse co-access paths.
Score 70/100
View and manage your cognitive profile — how you think, work patterns, blind spots, and cross-domain connections.
Score 70/100
Build a production-ready prompt package — system prompt, few-shot examples, output format, edge case handling, eval criteria.
Score 70/100
ML reconnaissance — inventory all models, pipelines, data sources, and monitoring. Use when asked "what ML do we have", "model inventory", or "ML assessment".
Score 70/100
Regenerate obsidian/Connections.md from current hermit state. Runs nightly via routine and after each turn that mutates sessions/proposals. Safe to invoke manually.
Score 70/100
Enrich existing hermit content with frontmatter and tags. Scans sessions, proposals, and artifact paths for missing fields, clusters similar files for batch confirmation, then…
Score 70/100
Launch the interactive unified neural graph visualization. Use when the user says 'show visualization', 'show me the graph', 'visualize memories', 'show memory map', 'open neural…
Score 70/100
Validates container image and artifact signatures using Sigstore Cosign with keyless verification via Fulcio and Rekor transparency logs.
Score 70/100
Set up cosmiconfig for hierarchical configuration loading from multiple sources and formats.
Score 70/100
Cosmo Electronics MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Cosmo optocouplers or CosmoHandler.
Score 70/100
Evaluates NVIDIA Cosmos Policy on LIBERO and RoboCasa simulation environments. Use when setting up cosmos-policy for robot manipulation evaluation, running headless GPU…
Score 70/100
Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns,…
Score 70/100
Show how many tokens engram has saved in this session, this week, and across all indexed projects. Use when the user asks about token usage, savings, costs, or wants a digest…
Score 70/100
Track real-time API cost accrual during LLM execution. Activate on 'cost tracking', 'token usage', 'API costs', 'budget monitoring', 'usage metrics'.
Score 70/100
Analyzes infrastructure costs at 1K-100K user scales by reading the actual codebase, auto-detecting cloud providers, modeling per-action costs, and projecting total monthly spend…
Score 70/100
Cost approach valuation for specialized infrastructure (transmission towers, telecom sites, substations) using replacement cost new less depreciation (physical, functional,…
Score 70/100
Break down Claude Code costs using the Agent Monitor pricing engine. Shows per-model costs (input, output, cache_read, cache_write at $/Mtok rates), per-session costs, daily…
Score 70/100
Cost estimation scripts and tools for calculating GPU hours, training costs, and inference pricing across Modal, Lambda Labs, and RunPod platforms.
Score 70/100
Explain all costs in human terms. Always compare with real-world equivalents. Recommend cheapest that works.
Score 70/100
Real-time cost tracking and budget management for Claude Code sessions. Shows current spend, burn rate, budget status, per-tool and per-model breakdown.
Score 70/100
See the main Budget Guardrails skill for comprehensive coverage of cost controls and governance.
Score 70/100
Show cost trends across multiple workflow sessions, surfacing expensive operations, spending patterns, and outliers
Score 70/100
See the main Cloud Cost Models skill for comprehensive coverage of cost modeling and pricing strategies.
Score 70/100
Techniques for gaining visibility into cloud spending, attributing costs to business units, and detecting financial anomalies.
Score 70/100
Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis.
Score 70/100
Cost Optimization Analyzer - Auto-activating skill for AWS Skills. Triggers on: cost optimization analyzer, cost optimization analyzer Part of the AWS Skills skill category.
Score 70/100
Review system costs and propose reductions. Use when a senior developer needs cost-saving recommendations.
Score 70/100
Analyze token usage patterns and recommend cost optimizations with estimated savings
Score 70/100
Implement cost-optimized LLM routing with NO OpenAI. Use tiered model selection (DeepSeek, Haiku, Sonnet) to achieve 70-90% cost savings.
Score 70/100
Audit construction project management software for budget tracking accuracy, earned value management (EVM) formula correctness, risk factor modeling, schedule-cost integration,…
Score 70/100
Estimate and control costs for Solana apps: RPC, indexing, storage, bots, and on-chain fees. Use for budgeting and scaling.
Score 70/100
Predict construction project costs using Machine Learning. Use Linear Regression, K-Nearest Neighbors, and Random Forest models on historical project data.
Score 70/100
Generate a cost report showing token usage and USD costs by agent and model
Score 70/100
Track API token costs for specific operations in Claude Code. Use when the user invokes /cost-tracking to start measuring costs, or says "stop tracking", "stop cost tracking", or…
Score 70/100
LeetCode 문제 풀이 템플릿을 자동 생성합니다. "leetcode", "릿코드", "LeetCode 문제", "leetcode 템플릿" 등의 요청에 트리거됩니다.
Score 70/100
Obsidian LiveSync の CouchDbClient の構造と使用方法を説明します。CouchDbRepository トレイトの実装方法、HTTP プロキシパターン（forward_request）、longpoll リクエストの処理、メトリクス収集、ヘルスチェックの実装を理解・拡張する際に使用します。CouchDB…
Score 70/100
Multi-model AI council for actionable project advice. Leverages Gemini 3 Flash and GPT-5.2 skills in parallel, then synthesizes through an Opus Judge for stage-appropriate,…
Score 70/100
Use when user wants to ask the AI council a question, get multiple AI perspectives, or consult with both Codex and Gemini.
Score 70/100
Use for code review and quality feedback from both Codex and Gemini. Triggers on "council review code", "council code review", "have council review this", "get council feedback on…
Score 70/100
Use for multi-perspective analysis with both Codex and Gemini exploring different viewpoints. Triggers on "council perspectives", "pros and cons from council", "council evaluate…
Score 70/100
Multi-perspective analysis methodology for complex decisions. Dynamically generates relevant expert viewpoints, consults each perspective systematically, and synthesizes insights…
Score 70/100
Overview of 7 core perspectives with variable naming system. Use when need to understand the full council structure, adapt perspective names to domains, or see the complete…
Score 70/100
Multi-agent debate system. USE WHEN council, debate, perspectives, agents discuss. SkillSearch('council') for docs.
Score 70/100
Get multi-model AI consensus on complex questions using Claude, Codex, and Gemini
Score 70/100
Quality gate using LLM Council multi-model consensus for CI/CD pipelines. Use for automated approval workflows and pipeline quality checks.
Score 70/100
Orchestrates multi-model LLM consensus through a three-phase deliberation protocol. Use when you need collaborative AI review, multi-model problem-solving, code review from…
Score 70/100
Use for deep multi-step investigation and analysis with both Codex and Gemini. Triggers on "council deep analysis", "investigate with council", "council thorough investigation",…
Score 70/100
Verify code, documents, or implementation against requirements using LLM Council multi-model deliberation.
Score 70/100
Expert simulation for code guidance and style. Triggers on "code like [expert]", "what would [expert] say", "idiomatic", "best practice", "panel", or domain-specific keywords.
Score 70/100