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Claude Skills by aicodedecode
github.com/aicodedecode1,364 skills83 installs820 views
- Emerging Techniques Speculative DecodingAccelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6× speedup), reducing latency for real-time applications, or deploying models with limited compute. Covers draft models, tree-based attention, Jacobi iteration, parallel token generation, and production deployment strategies.Votes: 0GitHub stars: 2
- Env Secrets ManagerManage environment-variable hygiene and secrets safety across local developmentVotes: 0GitHub stars: 2
- EnvironmentQuery, stage, and apply configuration changes for Railway environments. Use for ANY variable or env var operations, service configuration (source, build settings, deploy settings), lifecycle (delete service), and applying changes. Prefer over railway-status skill for any configuration or variable queries.Votes: 0GitHub stars: 2
- Epic Design'Build immersive, cinematic 2.5D interactive websites using scroll storytelling,Votes: 0GitHub stars: 2
- Evaluation Bigcode Evaluation HarnessEvaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding abilities, testing multi-language support, or measuring code generation quality. Industry standard from BigCode Project used by HuggingFace leaderboards.Votes: 0GitHub stars: 2
- Evaluation Lm Evaluation HarnessEvaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.Votes: 0GitHub stars: 2
- Evaluation Nemo EvaluatorEvaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution. Use when needing scalable evaluation on local Docker, Slurm HPC, or cloud platforms. NVIDIA's enterprise-grade platform with container-first architecture for reproducible benchmarking.Votes: 0GitHub stars: 2
- Face RestorationFace restoration for degraded footage: CodeFormer vs GFPGAN, fidelity trade-offs, restore-before-enhance ordering.Votes: 0GitHub stars: 2
- Featured Snippet OptimizerUse when you want to win a featured snippet for a keyword you already rank for. The agent checks the current snippet format, analyzes your content, and rewrites the relevant section to match what Google wants.Votes: 0GitHub stars: 2
- Figma Fix Variable BindingsFix detached or missing variable bindings in Figma — typography (fontFamily, fontStyle, fontSize, fontWeight), padding/spacing (paddingTop/Right/Bottom/Left, itemSpacing, counterAxisSpacing), corner radii (cornerRadius, topLeftRadius, topRightRadius, bottomLeftRadius, bottomRightRadius), and colors (solid fills and strokes). Trigger when the user mentions detached styles, deleted variables, broken bindings, "Variable was deleted" warnings, wrong fonts, manual/hardcoded padding, unbound spacin...Votes: 0GitHub stars: 2
- Figma Plugin Api RulesMANDATORY prerequisite before any programmatic Figma write — use_figma, create_new_file, Plugin API scripts. Field-tested pitfalls and patterns for the Figma Plugin API — nodes, auto-layout, components and variants, instances, text and fonts, variables and modes, connectors, annotations, FigJam, and the MCP tool layer — plus verification recipes so silent failures get caught. Load it in addition to your tool's own instructions for calling the Figma API (figma-use or its MCP-resource equivalen...Votes: 0GitHub stars: 2
- File Path TraversalThis skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web applications", "find LFI vulnerabilities", or "access files outside web root". It provides comprehensive file path traversal attack and testing methodologies.Votes: 0GitHub stars: 2
- Finance LeadStartup CFO who builds models that survive contact with reality. HandlesVotes: 0GitHub stars: 2
- Fine Tuning AxolotlExpert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal supportVotes: 0GitHub stars: 2
- Fine Tuning Llama FactoryExpert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal supportVotes: 0GitHub stars: 2
- Fine Tuning PeftParameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.Votes: 0GitHub stars: 2
- Fine Tuning UnslothExpert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimizationVotes: 0GitHub stars: 2
- Flux Image GenFLUX image generation for video frames: resolution constraints (multiples of 16, 4MP cap), batch strategy, consistency.Votes: 0GitHub stars: 2
- Founder CoachPersonal leadership development for founders and first-time CEOs. CoversVotes: 0GitHub stars: 2
- Game Audio EngineerInteractive audio specialist - Masters FMOD/Wwise integration, adaptive music systems, spatial audio, and audio performance budgeting across all game enginesVotes: 0GitHub stars: 2
- Game DesignerSystems and mechanics architect - Masters GDD authorship, player psychology, economy balancing, and gameplay loop design across all engines and genresVotes: 0GitHub stars: 2
- Gdpr Dsgvo ExpertGDPR and German DSGVO compliance automation. Scans codebases for privacyVotes: 0GitHub stars: 2
- General Counsel Advisor'General Counsel advisory for startups: contract review (MSA, SaaS, NDA,Votes: 0GitHub stars: 2
- Gis 3d Scene DeveloperWeb 3D visualization specialist who creates immersive 3D scenes, terrain models, point cloud visualizations, and interactive web experiences using Cesium, ArcGIS Scene Viewer, and modern 3D web frameworks.Votes: 0GitHub stars: 2
- Gis AnalystDay-to-day GIS operator who creates maps, manages layers, performs spatial queries, and maintains geospatial data integrity across desktop and web environments.Votes: 0GitHub stars: 2
- Gis Bim SpecialistIntegration specialist who bridges Building Information Modeling and Geographic Information Systems — Revit/IFC data conversion, indoor mapping, digital twin architecture, and facility management data models.Votes: 0GitHub stars: 2
- Gis Cartography DesignerMap aesthetics specialist who designs beautiful, readable, and effective maps — color theory, typography, label placement, basemap selection, and visual hierarchy for both print and web.Votes: 0GitHub stars: 2
- Gis Drone Reality MappingPhotogrammetry and reality capture expert who processes drone imagery into orthomosaics, digital terrain models, point clouds, and 3D meshes — bridging field capture and GIS-ready products.Votes: 0GitHub stars: 2
- Gis Geoai Ml EngineerGeospatial machine learning specialist who builds models for feature extraction, object detection, image segmentation, and land cover classification from satellite and aerial imagery.Votes: 0GitHub stars: 2
- Gis Geoprocessing SpecialistArcPy and Python toolbox expert who automates spatial workflows — builds .pyt toolboxes, Model Builder processes, batch geoprocessing automation, and custom analysis scripts for ArcGIS Pro.Votes: 0GitHub stars: 2
- Gis Qa EngineerQuality assurance specialist who validates geospatial data integrity — topology checks, metadata audits, CRS consistency, accuracy assessment, and compliance verification.Votes: 0GitHub stars: 2
- Gis Solution EngineerHands-on GIS prototype builder who takes strategy from Technical Consultant and turns it into working demos, proof-of-concepts, and technical validations across the full Esri and open-source stack.Votes: 0GitHub stars: 2
- Gis Spatial Data EngineerETL specialist who transforms messy geospatial data from any source into clean, standardized, production-ready datasets — format conversion, CRS reprojection, attribute normalization, and automated pipelines.Votes: 0GitHub stars: 2
- Gis Spatial Data ScientistAdvanced spatial analytics specialist who applies statistical modeling, spatial econometrics, clustering, and predictive analytics to geospatial data — finding patterns that aren't visible on a map.Votes: 0GitHub stars: 2
- Gis Technical ConsultantStrategic GIS advisor who translates business problems into geospatial solutions — gap analysis, technology roadmaps, RFP responses, and digital transformation strategy across Esri and open-source ecosystems.Votes: 0GitHub stars: 2
- Gis Web Gis DeveloperFull-stack web GIS engineer who builds interactive mapping applications — MapLibre GL JS, ArcGIS JS API, Leaflet, real-time dashboards, REST API integration, and geospatial web services.Votes: 0GitHub stars: 2
- Git Context ControllerGit Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/. This skill should be used when working on multi-step projects that benefit from structured memory persistence, milestone tracking, branching for alternative approaches, and cross-session context recovery. Triggers on /gcc commands or natural language like 'commit this progress', 'branch to try an alternative', 'merge results', 'recover context'.Votes: 0GitHub stars: 2
- Git Guardrails Claude CodeSet up a bash hook that blocks dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when the user wants to prevent destructive git operations, add git safety hooks, or block git push/reset for the agent.Votes: 0GitHub stars: 2
- Github PushPush a local directory to a GitHub repository without needing the raw personal access token. Use when the user wants to publish, upload, or push files or a project to GitHub and a GitHub connector credential is stored in the Secure Vault. Works from any machine via the GitHub git-database API — no git CLI credentials needed.Votes: 0GitHub stars: 2
- Godot Gameplay ScripterComposition and signal integrity specialist - Masters GDScript 2.0, C# integration, node-based architecture, and type-safe signal design for Godot 4 projectsVotes: 0GitHub stars: 2
- Godot Multiplayer EngineerGodot 4 networking specialist - Masters the MultiplayerAPI, scene replication, ENet/WebRTC transport, RPCs, and authority models for real-time multiplayer gamesVotes: 0GitHub stars: 2
- Godot Shader DeveloperGodot 4 visual effects specialist - Masters the Godot Shading Language (GLSL-like), VisualShader editor, CanvasItem and Spatial shaders, post-processing, and performance optimization for 2D/3D effectsVotes: 0GitHub stars: 2
- Graphifyany input (code, docs, papers, images) → knowledge graph → clustered communities → HTML + JSON + audit reportVotes: 0GitHub stars: 2
- Grok Video PromptingGrok Imagine video prompting guide: reference-image placeholders, identity and product carryover.Votes: 0GitHub stars: 2
- Growth MarketerGrowth marketing specialist for bootstrapped startups and indie hackers.Votes: 0GitHub stars: 2
- Hard Call/em:hard-call — Framework for decisions with no good options. Use whenVotes: 0GitHub stars: 2
- Healthcare Clinical Evidence AgentEvidence standards and clinical credibility framework for AI agentsVotes: 0GitHub stars: 2
- Healthcare Innovation StrategistStrategic narrative architect for healthcare founders operating atVotes: 0GitHub stars: 2
- Healthcare Sovereign Health Systems AgentGovernment health mandate engagement framework for AI agentsVotes: 0GitHub stars: 2
- Hook DevelopmentThis skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ~/workspace/skills/hook-development", "set up event-driven automation", "block dangerous commands", or mentions hook events (PreToolUse, PostToolUse, Stop, SubagentStop, SessionStart, SessionEnd, UserPromptSubmit, PreCompact, Notification). Provides comprehensive guidance for creating and implementing Claude Code plugin hooks with...Votes: 0GitHub stars: 2