tomevault-io
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- ▌ Cost Modeling · tomevault-io bundleThis skill provides techniques for predicting and modeling cloud costs. Use when this capability is needed.
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- ▌ Failure Modes · tomevault-io bundleFailure Modes Analysis is a systematic approach to identifying, categorizing, Use when this capability is needed.
- ▌ Form Handling · tomevault-io bundleForm handling is a critical aspect of web applications that collect Use when this capability is needed.
- ▌ Gitops Argocd · tomevault-io bundleArgoCD implements GitOps for Kubernetes by continuously reconciling cluster Use when this capability is needed.
- ▌ Iot Protocols · tomevault-io bundleIoT protocols enable communication between devices, gateways, and cloud Use when this capability is needed.
- ▌ Media Library · tomevault-io bundleUse when working with a media library manages digital assets including images, videos, and
- ▌ Ocr Paddleocr · tomevault-io bundlePaddleOCR is a powerful, open-source OCR toolkit that supports multi-language Use when this capability is needed.
- ▌ Ocr Tesseract · tomevault-io bundleComprehensive guide to Optical Character Recognition (OCR) using Tesseract Use when this capability is needed.
- ▌ Pii Detection · tomevault-io bundlePersonally Identifiable Information (PII) detection is the process of Use when this capability is needed.
- ▌ Redis Caching · tomevault-io bundleRedis is an in-memory data structure store that can be used as a database, Use when this capability is needed.
- ▌ Repo Map Ssot · tomevault-io bundleSingle Source of Truth (SSOT) for repository structure that enables AI Use when this capability is needed.
- ▌ Sso Saml Oidc · tomevault-io bundleSingle Sign-On (SSO) enables users to authenticate once and access multiple Use when this capability is needed.
- ▌ Trpc Patterns · tomevault-io bundletRPC enables building type-safe APIs without writing separate schemas Use when this capability is needed.
- ▌ Vector Search · tomevault-io bundleComprehensive guide for vector search implementation covering HNSW (Hierarchical Use when this capability is needed.
- ▌ Wordpress API · tomevault-io bundleWordPress REST API enables headless WordPress implementations. This guide Use when this capability is needed.
- ▌ Golang Popular Libraries · tomevault-io bundleRecommends production-ready Golang libraries and frameworks. Apply when the user explicitly asks for library suggestions, wants to compare alternatives, needs to choose a library for a specific task, or when a new dependency is being added to the project. Use when this capability is needed.
- ▌ Model Experiment · tomevault-io bundleRun structured model optimization experiments for Qwen3-ASR ONNX. Use when testing quantization variants, encoder formats, weight sharing, or other model changes that need WER/RTF measurement. Triggered by requests to "run an experiment", "test a variant", "try quantizing", "measure WER", or any model optimization trial in the qwen3-asr-onnx repo. Use when this capability is needed.
- ▌ MCP MCP Apps Kit · tomevault-io bundleGuide for implementing MCP Apps (SEP-1865) - interactive UI extensions for MCP servers. Use when building MCP servers that need to return rich, interactive HTML-based UIs alongside tool results for conversational AI hosts like Claude Desktop or ChatGPT. Use when this capability is needed.
- ▌ Documentation Hygiene · tomevault-io bundleUse when reviewing documentation quality, when establishing README and changelog standards, when preventing doc rot, when in-code comments duplicate code instead of explaining intent, or when subdirectories of a repo have no documentation entry point.
- ▌ Django Forms · tomevault-io bundleDjango form handling patterns including ModelForm, validation, clean methods, and HTMX form submission. Use when building forms, implementing validation, or handling form submission. Use when this capability is needed.
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- ▌ Apideck REST · tomevault-io bundleApideck Unified REST API reference for any language. Use when building integrations with accounting software (QuickBooks, Xero, NetSuite), CRMs (Salesforce, HubSpot, Pipedrive), HRIS platforms (Workday, BambooHR), file storage (Google Drive, Dropbox, Box), ATS systems (Greenhouse, Lever), e-commerce, or any of Apideck's 200+ connectors using direct HTTP calls. Covers authentication headers, CRUD operations, cursor-based pagination, filtering, sorting, error handling, rate limiting, pass-through parameters, and webhooks. Language-agnostic — works with curl, fetch, axios, httpx, or any HTTP client. Use when this capability is needed.
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- ▌ Machine Learning Algorithms · tomevault-io bundleUse when answering CLRS-style machine-learning algorithm questions about k-means clustering, Lloyd's procedure, multiplicative weights, weighted majority, online experts, gradient descent, projected gradient descent, convex optimization, linear regression, or regularization.
- ▌ Galacean Camera · tomevault-io bundle此 Skill 包含了 Galacean Engine 相机的配置方法，包括透视/正交投影设置、俯视视角配置、窗口适配等 Use when this capability is needed.
- ▌ Galacean Entity · tomevault-io bundle此 Skill 包含了 Galacean Engine 中 Entity（实体）的核心操作，包括创建、层级管理、Transform（变换）操作以及全局状态管理 Use when this capability is needed.
- ▌ Dynamo Differential Geometry Analysis · tomevault-io bundleRun downstream differential-geometry analysis on a `dynamo` vector-field `AnnData`, including velocity, acceleration, curvature, Jacobian, regulatory-network, ddhodge pseudotime, and state-graph branches. Use when adapting the `403_Differential_geometry.ipynb` tutorial, extending a conventional spliced/unspliced RNA velocity workflow into vector calculus, or choosing among `method`, `mode`, `sampling`, `formula`, `adjmethod`, or `gene_order_method` branches. Use when this capability is needed.
- ▌ Validating Environment · tomevault-io bundleUse to validate spectacular environment - checks superpowers plugin, git-spice, git repo, and project structure before running spectacular workflows Use when this capability is needed.
- ▌ 3rd Party Framework Docs · tomevault-io bundleQuery up-to-date 3rd-party framework/library documentation using Context7 MCP Use when this capability is needed.
- ▌ Documentation Management · tomevault-io bundleMaintain AI-optimized documentation and organize codebase history for gnwebsite project. Use when updating docs, organizing changelog, improving readability for AI agents, or when documentation becomes too large. Covers changelog archiving, AI-friendly writing patterns, semantic structure, and knowledge retrieval optimization. Ensures documentation stays readable and discoverable for both humans and AI systems. Use when this capability is needed.
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- ▌ Skill System Insight · tomevault-io bundleDeprecated compatibility shim for observe-and-evolve flows. skill-system-soul is now the canonical owner; this skill remains as a redirect surface for existing commands, docs, and tests. Use when this capability is needed.
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- ▌ Design Spec Rules · tomevault-io bundleEnforce design-to-code fidelity rules. Use when implementing UI from Figma, mockups, or design specs to ensure pixel-perfect accuracy. Use when this capability is needed.
- ▌ Code Quality Check · tomevault-io bundle运行代码质量检查工具，包括 ruff、black 和 mypy。格式化代码、检查代码风格、进行类型检查。当需要确保代码符合项目规范、修复格式问题或进行代码审查时使用。 Use when this capability is needed.
- ▌ Lg Init · tomevault-io bundleHelps students bootstrap a new Liquid Galaxy Flutter project. Enforces LG naming convention, recommends logo/assets via Nano Banana, configures rig connection, and creates the app in a separate directory with its own Git repo. Use when this capability is needed.
- ▌ Hermes Dreaming · tomevault-io bundleUse when Hermes needs staged self-improvement, explicit reviewable artifacts, or safe apply/discard workflows for memory, user, skill, or fact updates.
- ▌ Expert Kahneman · tomevault-io bundleDaniel Kahneman's behavioral economics and cognitive bias framework. Load with expert-engine for decision quality audits, bias detection, planning calibration, and debiasing strategies. Covers System 1/2, WYSIATI, Prospect Theory, and major heuristics. Use when this capability is needed.
- ▌ Template Drift · tomevault-io bundleDetect drift across ALL the sync surfaces `/init` vendors into a project — `.adlc/templates/*.md`, `.adlc/partials/*.sh`, `.adlc/ETHOS.md`, and the workflow runtime (`.adlc/workflows/adlc-sprint.workflow.js` + `README.md`) — against the canonical copies in `~/.claude/skills/`. Use when the user says "check template drift", "template drift", "are my templates out of date", or wants to know whether toolkit template, partial, ETHOS, or workflow-engine updates have landed in this project yet. Reports a per-file diff summary, flags intentional customizations from accidental staleness for templates and ETHOS (template-posture), and reports partial and workflow-runtime drift as `stale` (shared executable code — no customization classification). For ETHOS, always names any canonical principle missing from the project copy. Also flags stale `node:test`/`*.test.js` files left under `.adlc/workflows/` by an older `/init` (a Jest landmine in `"type":"module"` repos). Use when this capability is needed.
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- ▌ Damage Control · tomevault-io bundleRecover from broken agent state including crash recovery, context overflow, merge conflicts, and corrupted worktrees. Use when this capability is needed.
- ▌ Feature Review · tomevault-io bundleReview and prioritize features using RICE, WSJF, or Kano scoring frameworks, then create GitHub issues for suggestions. Use when this capability is needed.
- ▌ Gif Generation · tomevault-io bundlePost-process video files and generate optimized GIFs. Converts webm/mp4 Use when this capability is needed.
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- ▌ Unified Review · tomevault-io bundleOrchestrate multiple review types into a single multi-domain review with integrated reporting Use when this capability is needed.
- ▌ Workflow Setup · tomevault-io bundleConfigure GitHub Actions CI/CD workflows for automated testing, linting, and deployment pipelines. Use when this capability is needed.
- ▌ Software Design Review · tomevault-io bundleAnalyzes code based on John Ousterhout's "A Philosophy of Software Design". Identifies unnecessary complexity, shallow modules, information leaks, and design problems. Use when reviewing architecture, PRs, refactoring, or asking about code quality.
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- ▌ Devautodesign · tomevault-io bundleChoisir architecture automatiquement (Phase 4) Use when this capability is needed.
- ▌ Devautoreview · tomevault-io bundleReview avec auto-fix automatique - Mode AUTO (Phase 7) Use when this capability is needed.
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- ▌ Frameworkmakeentity · tomevault-io bundleGénère une entité Doctrine avec repository selon principes Elegant Objects Use when this capability is needed.
- ▌ Promptteam · tomevault-io bundleOrchestre une équipe d'agents spécialisés pour les tâches complexes. Auto-détecte le type, compose l'équipe, coordonne les phases analyse → challenge → implémentation → QA. Use when this capability is needed.
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- ▌ Avibebuilder Claude Prime Frontend Design · tomevault-io bundleThis skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices.
- ▌ Git Commit Messages · tomevault-io bundleConventional Commits format guide for the One By Two project. Defines types, scopes, subject rules, and examples for consistent commit messages. Use when this capability is needed.
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- ▌ Axiomantic Spellbook Project Encyclopedia · tomevault-io bundle> **DEPRECATED (v0.23.0):** This skill is deprecated. Project knowledge now belongs in `AGENTS.md` files within the project repository. See the "Project Knowledge (AGENTS.md)" section in AGENTS.spellbook.md. This skill will be removed in a future version.
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- ▌ Intlayer Astro · tomevault-io bundleIntegrates Intlayer internationalization with Astro applications. Use when the user asks to "setup Astro i18n", use "getIntlayer" in Astro components, or manage server-side content in Astro.
- ▌ Merge Trains · tomevault-io bundleGuide for working with merge-train branches -- creating PRs, choosing the right base branch, understanding labels, handling failures, and bypassing checks. Use when this capability is needed.
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- ▌ Azure Azure Sdk For Net Azure Sdk For Net · tomevault-io bundleAzure.Search.Documents — TypeSpec Validation Skill
- ▌ Standards Kotlin · tomevault-io bundleKotlin coding standards for modern applications. Includes naming conventions, coroutines, flows, modern Kotlin 2.3.0 features, and recommended tooling. Use when this capability is needed.
- ▌ Standards Python · tomevault-io bundleThis skill provides Python coding standards and is automatically loaded for Python projects. It includes naming conventions, best practices, and recommended tooling. Use when this capability is needed.
- ▌ Designing Frontends · tomevault-io bundleCreates frontend designs with accessibility, responsive layout, and design system integration. Use when designing user interfaces, implementing visual components, or establishing frontend architecture.
- ▌ Isolating Worktrees · tomevault-io bundleUse when implementing features in git worktrees to ensure all changes stay in the correct worktree - prevents "bleeding" of changes back to main branch
- ▌ Validating Roadmaps · tomevault-io bundleValidates roadmap completeness, phase coherence, and alignment with constitution. Use when creating roadmaps, reviewing planning documents, or ensuring strategic consistency.
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- ▌ Linux UI Automation · tomevault-io bundleAutomate Linux desktop UI using xdotool and xclip. Simulate keyboard/mouse input, control windows, manage clipboard, and automate GUI applications. Use when a user asks FRIDAY to click, type, control windows, or automate UI on Linux. Use when this capability is needed.
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- ▌ Bang Abilive Go Template Golang Modernize · tomevault-io bundle<!-- markdownlint-disable ol-prefix -->
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- ▌ Active Job · tomevault-io bundleThis skill should be used when the user asks about "background jobs", "Active Job", "perform_later", "perform_now", "queue adapters", "job retries", "job callbacks", "async tasks", "scheduled jobs", "job queues", or needs guidance on background processing in Rails applications. Use when this capability is needed.
- ▌ Rspec Core · tomevault-io bundleThis skill should be used when the user asks to "write an RSpec test", "create a spec", "use describe blocks", "set up let variables", "use before hooks", "understand RSpec structure", mentions "subject", "context", "it blocks", or needs guidance on RSpec 3.x fundamentals and test structure. Use when this capability is needed.
- ▌ Service Architecture · tomevault-io bundleRequest lifecycle, Tower layer ordering, and scaling choices in the backend-service `service` template Use when this capability is needed.
- ▌ Postfx Router · tomevault-io bundleRouter for Three.js post-processing effects domain. Use when implementing visual effects like bloom, glow, chromatic aberration, vignette, depth of field, color grading, or any screen-space effects. Routes to 3 specialized skills for bloom, effects, and composer setup. Use when this capability is needed.
- ▌ Shader Router · tomevault-io bundleDecision framework for GLSL shader projects. Routes to specialized shader skills (fundamentals, noise, SDF, effects) based on task requirements. Use when starting a shader project or needing guidance on which shader techniques to combine. Use when this capability is needed.
- ▌ Badge Evaluation · tomevault-io bundleEvaluate research artifacts against NDSS badge criteria (Available, Functional, Reproduced) by checking DOI, documentation, exercisability, and reproducibility requirements. Use when this capability is needed.
- ▌ Benchflow AI Skillsbench Casadi Ipopt Nlp · tomevault-io bundleCasADi + IPOPT for Nonlinear Programming
- ▌ D3js Visualization · tomevault-io bundleBuild deterministic, verifiable data visualizations with D3.js (v6). Generate standalone HTML/SVG (and optional PNG) from local data files without external network dependencies. Use when tasks require charts, plots, axes/scales, legends, tooltips, or data-driven SVG output. Use when this capability is needed.
- ▌ Dyn Object Masks · tomevault-io bundleGenerate dynamic-object binary masks after global motion compensation, output CSR sparse format. Use when this capability is needed.
- ▌ Hex Grid Spatial · tomevault-io bundleHex grid spatial utilities for offset coordinate systems. Use when working with hexagonal grids, calculating distances, finding neighbors, or spatial queries on hex maps. Use when this capability is needed.
- ▌ Imc Tuning Rules · tomevault-io bundleCalculate PI/PID controller gains using Internal Model Control (IMC) tuning rules for first-order systems. Use when this capability is needed.
- ▌ Jackson Security · tomevault-io bundleSecurity considerations for Jackson JSON deserialization in Java applications. Covers timing of validation, raw input interception, and common deserialization attack patterns. Use when this capability is needed.
- ▌ Nanogpt Training · tomevault-io bundleTrain GPT-2 scale models (~124M parameters) efficiently on a single GPU. Covers GPT-124M architecture, tokenized dataset loading (e.g., HuggingFace Hub shards), modern optimizers (Muon, AdamW), mixed precision training, and training loop implementation. Use when this capability is needed.
- ▌ Python Scala Oop · tomevault-io bundleGuide for translating Python classes, inheritance, and object-oriented patterns to Scala. Use when converting Python code with classes, dataclasses, abstract classes, inheritance, properties, static methods, class methods, or design patterns. Use when this capability is needed.
- ▌ Segment Combiner · tomevault-io bundleCombine multiple segment detection results into a unified list. Use when you need to merge segments from different detectors, prepare removal lists for video processing, or consolidate detection outputs. Use when this capability is needed.
- ▌ Silence Detector · tomevault-io bundleDetect initial silence segments in audio/video using energy-based analysis. Use when you need to find low-energy periods at the start of recordings (title slides, setup time, pre-roll silence). Use when this capability is needed.
- ▌ Threat Detection · tomevault-io bundleExact detection thresholds for identifying malicious network patterns including port scans, DoS attacks, and beaconing behavior. Use when this capability is needed.
- ▌ Vehicle Dynamics · tomevault-io bundleUse this skill when simulating vehicle motion, calculating safe following distances, time-to-collision, speed/position updates, or implementing vehicle state machines for cruise control modes.
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