Optimize portfolio allocation using npx neural-trader mean-variance engine with risk constraints and rebalancing plan
Score 80/100
Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy
Score 80/100
Assess portfolio risk using npx neural-trader — VaR, CVaR, Sharpe, position sizing, circuit breaker status
Score 80/100
Generate trading signals using npx neural-trader anomaly detection engine with Z-score scoring and neural prediction
Score 80/100
Train neural models (LSTM, Transformer, N-BEATS) on market data using npx neural-trader with confidence intervals
Score 80/100
Evidence trail management. Append a structured entry to trail/log.md IN THE TARGET REPO ROOT at the end of every substantive session — recording the interpretation of the ask,…
Score 80/100
Execute tasks through systematic exploration, pruning, and expansion using Tree of Thoughts methodology with meta-judge evaluation specifications and multi-agent evaluation
Score 80/100
Scan for trending topics and timely content opportunities across platforms relevant to Idapixl.
Score 80/100
Convert raw scanner findings into atomic work items in the backlog. Assigns priority, category, effort, and identifies file conflicts.
Score 80/100
Use for interactive browser-based triage of review findings. Only invoke when explicitly requested.
Score 80/100
TRIZ (Liberating Structure) — reverse brainstorm: how to guarantee failure, then stop doing it
Score 80/100
Portable mirror of the gdd-turn-closeout Stop hook (D-11). Closes the events.jsonl gap at turn-end and surfaces a stage-completion or paused-mid-task nudge.
Score 80/100
Transforms knowledge sources into an Obsidian StudyVault. Two modes: (1) Document Mode — PDF/text/web sources → study notes with practice questions.
Score 80/100
Analyzes type design quality by rating encapsulation, invariant expression, usefulness, and enforcement. Helps design types that make invalid states unrepresentable.
Score 80/100
Improve typography by fixing font choices, hierarchy, sizing, weight consistency, and readability. Makes text feel intentional and polished.
Score 80/100
Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs.
Score 80/100
Use when you need to ask questions about a codebase or understand code using a knowledge graph
Score 80/100
Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand…
Score 80/100
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
Score 80/100
Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.
Score 80/100
Sync tasks and refresh memory from your current activity. Use when pulling new assignments from your project tracker into TASKS.md, triaging stale or overdue tasks, filling memory…
Score 80/100
Use when creating or editing a skill that uses Bash commands, external tools, or skill invocations and the allowed-tools frontmatter may be incomplete
Score 80/100
This skill should be used when the user says "update CLAUDE.md", "refresh CLAUDE.md", "sync CLAUDE.md with the codebase", "reorganize CLAUDE.md", "optimize project instructions",…
Score 80/100
Build complete userModels for people Claudicle collaborates with. Creates core persona files, social dossiers with voice analysis, content archives, and INDEX registration.
Score 80/100
Validate a Claude Code plugin directory against the official Anthropic spec and Intent Solutions enterprise standard.
Score 80/100
Rent, manage, and destroy GPU instances on vast.ai. Use when user says \"rent gpu\", \"vast.ai\", \"rent a server\", \"cloud gpu\", or needs on-demand GPU without owning hardware.
Score 80/100
Archive a completed vault by moving it out of the active vaults/ directory. Optionally promote reusable knowledge first.
Score 80/100
Create a new LLM Wiki vault with proper directory structure, index, log, and conventions. Use when user wants to create a vault, start a new wiki, or set up a new knowledge base.
Score 80/100
Import an existing Obsidian vault, markdown folder, or git repo as an llm-wiki vault. Moves content into vaults/, adds missing structure (index, log, CLAUDE.md, frontmatter).
Score 80/100
Cluster vectors by similarity using npx ruvector k-means or density-based methods with labeled group summaries
Score 80/100
Generate embeddings via npx ruvector (ONNX all-MiniLM-L6-v2, 384-dim), normalize, and store in HNSW index
Score 80/100
Embed hierarchical data in hyperbolic space via npx ruvector Poincare ball model, compute geodesic distances
Score 80/100
Check the status of existing agreements with a vendor across all connected systems — CLM, CRM, email, and document storage — with gap analysis and upcoming deadlines.
Score 80/100
Run a parallel veracity audit on any document, website, or portfolio. Launches 19 agents per run in 5 waves (1 decomposition + 3 waves of 5 verification agents + 1 relational…
Score 80/100
Launches a built app and verifies it against the spec using browser/electron automation. Includes fix loop. Use after implementation to verify the app works as specified.
Score 80/100
Verify implementation plans before execution using a 4-agent pipeline. Use when you have a written plan (from /bdk:create-plan or manual) and want to check if it will actually…
Score 80/100
Adversarial visual layout audit of documents and slides. Checks overflow, font consistency, component fatigue, and spacing. Supports .tex, .qmd, and .typ files.
Score 80/100
Design, deploy, and tune vLLM v0.18.2 inference serving on EKS with PagedAttention v2, Multi-LoRA, FP8 KV Cache, Chunked Prefill, and Continuous Batching.
Score 80/100
Pre-warms Anthropic's 5-min prompt cache across all agents that import reference/shared-preamble.md. Issues one no-op Haiku ping per agent so the identical preamble-first prefix…
Score 80/100
Fetches the design-authority feed whitelist, diffs against .design/authority-snapshot.json, and writes .design/authority-report.md (consumed by /gdd:reflect).
Score 80/100
Identify design issues on an existing site and propose specific changes. Accepts source code paths OR live URLs.
Score 80/100
Apply non-bypass visual/DOM/runtime regression governance for website-static and web-app repositories that use HTML/CSS/JS runtime behavior.
Score 80/100
Semantic workflow composer — parse natural language workflow description into a DAG of skill/CLI/agent nodes, auto-inject checkpoint save nodes, confirm with user, persist as…
Score 80/100
Workflow template player — load a JSON template produced by wf-composer, bind context variables, execute nodes in DAG order (serial/parallel), persist state at checkpoints,…
Score 80/100
Look up identity (name, pronouns, role, bio, status, integrations) for self / host / paired peer / fellow joiner across all subscribed rooms. IRC /whois analog.
Score 80/100
Use after coding to preserve reasoning — resolves the Decision Bridge with actual outcomes.
Score 80/100
Use when encountering any bug, test failure, or unexpected behavior — before proposing fixes.
Score 80/100
Use when starting implementation, continuing work, or executing tasks from a WhySpec plan.
Score 80/100
Use when planning a code change, capturing decisions before coding, or setting up the Decision Bridge.
Score 80/100
Use when looking for why something was built a certain way or finding past decisions.
Score 80/100
Use when reviewing the full story of a change — intent, design, tasks, and Decision Bridge delta.
Score 80/100
Crea e aggiorna note wiki per la campagna Universe 2 basandosi sul contenuto della cartella Riepiloghi.
Score 80/100
Explore-first wave pipeline. Decomposes requirement into exploration angles, runs wave exploration via spawn_agents_on_csv, synthesizes findings into execution tasks with…
Score 80/100
Guided workflow for creating a new Volon plugin — ideation, requirements, spec, plan, tasks.
Score 80/100
Strategic workflow planning for AIDLC Phase 1 close-out. Chooses sequential / parallel-units / iterative execution mode via a decision tree, maps stories to units, and defines…
Score 80/100
Run a bounded self-annealing review of operating instructions and workflow outcomes. Use this after failures, after long sessions, before merge, or when repeated mismatches appear…
Score 80/100
Detect whether the workspace is greenfield (new project) or brownfield (existing codebase). For brownfield, trigger reverse-engineering to recover implicit requirements.
Score 80/100
Use when you need workspace isolation for parallel tasks, risky changes, or multi-feature development without branch switching.
Score 80/100
Author, audit, or polish a project README — clarity, structure (Pattern A grouped collapse / Pattern B per-entry collapse), wording concision, anchor integrity.
Score 80/100
Systematically add test coverage for all local code changes using specialized review and development agents.
Score 80/100