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Skill
agent-memory-systems
davila7/claude-code-templates · cli-tool/components/skills/ai-research/agent-memory-systems
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them. Key insight: Memory isn't just storage - it's retrieval. A million stored facts mean nothing if you can't find the right one. Chunking, embedding, and retrieval strategies determine whether your agent remembers or forgets. The field is fragm
Repository stars: 33,195 · Incomplete scan
Skill
pysam
davila7/claude-code-templates · cli-tool/components/skills/scientific/pysam
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.
Repository stars: 33,195 · Incomplete scan
Skill
sql-injection-testing
davila7/claude-code-templates · cli-tool/components/skills/security/sql-injection-testing
This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database information through injection", "detect SQL injection flaws", or "exploit database query vulnerabilities". It provides comprehensive techniques for identifying, exploiting, and understanding SQL injection attack vectors across different database systems.
Repository stars: 33,195 · Incomplete scan
Skill
scroll-experience
davila7/claude-code-templates · cli-tool/components/skills/creative-design/scroll-experience
Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product pages, and award-winning web experiences. Makes websites feel like experiences, not just pages. Use when: scroll animation, parallax, scroll storytelling, interactive story, cinematic website.
Repository stars: 33,195 · Incomplete scan
Skill
cc-skill-clickhouse-io
davila7/claude-code-templates · cli-tool/components/skills/development/cc-skill-clickhouse-io
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
Repository stars: 33,195 · Incomplete scan
Skill
doordash-order-ledger
davila7/claude-code-templates · cli-tool/components/skills/doordash/doordash-order-ledger
Accountability layer for agent-driven DoorDash ordering. Works with the doordash-audit-log hook (which appends every dd-cli invocation to an append-only audit log) and the /doordash-report command to answer "what has my AI been ordering and what did it cost" from data instead of memory. Use when the user asks about their DoorDash spending, ordering patterns, what the agent did in past sessions, or wants jq recipes for querying the audit log. Covers log schema, query patterns, rotation, and privacy guidance.
Repository stars: 33,195 · Incomplete scan
Skill
plotly
davila7/claude-code-templates · cli-tool/components/skills/scientific/plotly
Interactive scientific and statistical data visualization library for Python. Use when creating charts, plots, or visualizations including scatter plots, line charts, bar charts, heatmaps, 3D plots, geographic maps, statistical distributions, financial charts, and dashboards. Supports both quick visualizations (Plotly Express) and fine-grained customization (graph objects). Outputs interactive HTML or static images (PNG, PDF, SVG).
Repository stars: 33,195 · Incomplete scan
Skill
optimization-bitsandbytes
davila7/claude-code-templates · cli-tool/components/skills/ai-research/optimization-bitsandbytes
Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4, FP4 formats, QLoRA training, and 8-bit optimizers. Works with HuggingFace Transformers.
Repository stars: 33,195 · Incomplete scan
Skill
templates
davila7/claude-code-templates · cli-tool/components/skills/business-marketing/app-builder/templates
Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
Repository stars: 33,195 · Incomplete scan
Skill
safety-alignment-constitutional-ai
davila7/claude-code-templates · cli-tool/components/skills/ai-research/safety-alignment-constitutional-ai
Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedback). Use for safety alignment, reducing harmful outputs without human labels. Powers Claude's safety system.
Repository stars: 33,195 · Incomplete scan
Skill
pdf-processing-pro
davila7/claude-code-templates · cli-tool/components/skills/document-processing/pdf-processing-pro
Production-ready PDF processing with forms, tables, OCR, validation, and batch operations. Use when working with complex PDF workflows in production environments, processing large volumes of PDFs, or requiring robust error handling and validation.
Repository stars: 33,195 · Incomplete scan
Skill
3d-games
davila7/claude-code-templates · cli-tool/components/skills/creative-design/game-development/3d-games
3D game development principles. Rendering, shaders, physics, cameras.
Repository stars: 33,195 · Incomplete scan
Skill
n8n-workflow-patterns
davila7/claude-code-templates · cli-tool/components/skills/workflow-automation/n8n-workflow-patterns
Proven architectural patterns for building n8n workflows.
Repository stars: 33,195 · Incomplete scan
Skill
voice-agents
davila7/claude-code-templates · cli-tool/components/skills/ai-research/voice-agents
Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flow with sub-800ms latency while handling interruptions, background noise, and emotional nuance. This skill covers two architectures: speech-to-speech (OpenAI Realtime API, lowest latency, most natural) and pipeline (STT→LLM→TTS, more control, easier to debug). Key insight: latency is the constraint. Hu
Repository stars: 33,195 · Incomplete scan
Skill
cc-skill-strategic-compact
davila7/claude-code-templates · cli-tool/components/skills/development/cc-skill-strategic-compact
Development skill from everything-claude-code
Repository stars: 33,195 · Incomplete scan
Skill
architecture-decision-records
davila7/claude-code-templates · cli-tool/components/skills/development/architecture-decision-records
Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions.
Repository stars: 33,195 · Incomplete scan
Skill
core-web-vitals
davila7/claude-code-templates · cli-tool/components/skills/development/core-web-vitals
Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS", "optimize INP", "page experience optimization", or "fix layout shifts".
Repository stars: 33,195 · Incomplete scan
Skill
test-fixing
davila7/claude-code-templates · cli-tool/components/skills/development/test-fixing
Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to make tests pass.
Repository stars: 33,195 · Incomplete scan
Skill
model-architecture-litgpt
davila7/claude-code-templates · cli-tool/components/skills/ai-research/model-architecture-litgpt
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers.
Repository stars: 33,195 · Incomplete scan
Skill
five-whys
davila7/claude-code-templates · cli-tool/components/skills/productivity/five-whys
Use for the 5 Whys, or when the user wants the root cause of a failure: "why did this happen?", "this keeps breaking", "write the postmortem", "find the real cause". Asks why repeatedly with evidence at each step, then sets countermeasures. Skip for one-off typos or when the cause is already proven.
Repository stars: 33,195 · Incomplete scan
Skill
alloydb-basics
davila7/claude-code-templates · cli-tool/components/skills/database/alloydb-basics
Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB MCP tools for automated database operations including AI-powered search and vector capabilities.
Repository stars: 33,195 · Incomplete scan
Skill
bright-data-best-practices
davila7/claude-code-templates · cli-tool/components/skills/web-data/bright-data-best-practices
Build production-ready Bright Data integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web scraping, search, browser automation, and structured data extraction. Covers Web Unlocker API, SERP API, Web Scraper API, and Browser API (Scraping Browser).
Repository stars: 33,195 · Incomplete scan
Skill
mlops-tensorboard
davila7/claude-code-templates · cli-tool/components/skills/ai-research/mlops-tensorboard
Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's ML visualization toolkit
Repository stars: 33,195 · Incomplete scan
Skill
using-git-worktrees
davila7/claude-code-templates · cli-tool/components/skills/development/using-git-worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
Repository stars: 33,195 · Incomplete scan
Skill
react-dev
davila7/claude-code-templates · cli-tool/components/skills/development/react-dev
This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server Components are mentioned. Covers type-safe patterns for React 18-19 including generic components, proper event typing, and routing integration (TanStack Router, React Router).
Repository stars: 33,195 · Incomplete scan
Skill
e2e-testing-patterns
davila7/claude-code-templates · cli-tool/components/skills/development/e2e-testing-patterns
Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do.
Repository stars: 33,195 · Incomplete scan
Skill
skill-creation-guide
davila7/claude-code-templates · cli-tool/components/skills/development/skill-creation-guide
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Repository stars: 33,195 · Incomplete scan
Skill
optimization-awq
davila7/claude-code-templates · cli-tool/components/skills/ai-research/optimization-awq
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster inference than GPTQ with better accuracy preservation, or for instruction-tuned and multimodal models. MLSys 2024 Best Paper Award winner.
Repository stars: 33,195 · Incomplete scan
Skill
curviate
davila7/claude-code-templates · cli-tool/components/skills/curviate/curviate
Entry point for driving LinkedIn work through the Curviate CLI: which skill answers which task, how to resolve the `curviate` binary, the retrieval-mode concept and the flags only four commands accept, and the rule that an agent branches on the exit code rather than on the message text. Use whenever a task involves LinkedIn profiles, companies, search, messages, posts, comments, reactions, connections, follows, job postings, Sales Navigator or Recruiter, or whenever a `curviate` command is about to run and it is not obvious which area covers it.
Repository stars: 33,195 · Incomplete scan
Skill
observability-engineer
davila7/claude-code-templates · cli-tool/components/skills/development/observability-engineer
Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.
Repository stars: 33,195 · Incomplete scan
Skill
evaluation-nemo-evaluator
davila7/claude-code-templates · cli-tool/components/skills/ai-research/evaluation-nemo-evaluator
Evaluates 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.
Repository stars: 33,195 · Incomplete scan
Skill
production-code-audit
davila7/claude-code-templates · cli-tool/components/skills/development/production-code-audit
Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
Repository stars: 33,195 · Incomplete scan
Skill
devil
davila7/claude-code-templates · cli-tool/components/skills/productivity/devil
Reviews a product document (PRD, spec, design brief) BEFORE implementation to surface holes — undefined edge cases, missing states, policy gaps — by attacking what the document is SILENT about (things unwritten, and things written only for the happy path). Acts as a strict "sign-off manager," ruling Approve / Conditional / Reject and producing a polite, forwardable question list. Works for planners/PMs (self-review before sharing), engineers (blocking questions before coding), and designers (screen states with no mockup). Use whenever the user wants a spec/PRD/plan/brief checked for readiness or gaps, or says "review this spec", "find holes in this PRD", "poke holes in this", "is this plan good to build?", "can I start implementing this?", "what states/edge cases am I missing?", "what should I ask the PM before coding?", "run devil", or pastes/links a planning document and asks whether it's ready to act on. Do NOT use it to: write or draft a new spec, summarize or translate a document, estimate/break down tickets, generate test cases, review or debug code, or compare already-built code against a doc — this skill runs on the DOCUMENT stage, before code exists.
Repository stars: 33,195 · Incomplete scan
Skill
tdd-workflow
davila7/claude-code-templates · cli-tool/components/skills/development/tdd-workflow
Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.
Repository stars: 33,195 · Incomplete scan
Skill
agents-crewai
davila7/claude-code-templates · cli-tool/components/skills/ai-research/agents-crewai
Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows requiring sequential/hierarchical execution. Built without LangChain dependencies for lean, fast execution.
Repository stars: 33,195 · Incomplete scan
Skill
qutip
davila7/claude-code-templates · cli-tool/components/skills/scientific/qutip
Quantum mechanics simulations and analysis using QuTiP (Quantum Toolbox in Python). Use when working with quantum systems including: (1) quantum states (kets, bras, density matrices), (2) quantum operators and gates, (3) time evolution and dynamics (Schrödinger, master equations, Monte Carlo), (4) open quantum systems with dissipation, (5) quantum measurements and entanglement, (6) visualization (Bloch sphere, Wigner functions), (7) steady states and correlation functions, or (8) advanced methods (Floquet theory, HEOM, stochastic solvers). Handles both closed and open quantum systems across various domains including quantum optics, quantum computing, and condensed matter physics.
Repository stars: 33,195 · Incomplete scan
Skill
ux-researcher-designer
davila7/claude-code-templates · cli-tool/components/skills/creative-design/ux-researcher-designer
UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.
Repository stars: 33,195 · Incomplete scan
Skill
rust-cli-builder
davila7/claude-code-templates · cli-tool/components/skills/development/rust-cli-builder
Plan and build production-ready Rust CLI tools using clap for argument parsing, with subcommands, config file support, colored output, and proper error handling. Uses interview-driven planning to clarify commands, input/output formats, and distribution strategy before writing any code.
Repository stars: 33,195 · Incomplete scan
Skill
image-enhancer
davila7/claude-code-templates · cli-tool/components/skills/media/image-enhancer
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.
Repository stars: 33,195 · Incomplete scan
Skill
emerging-techniques-model-merging
davila7/claude-code-templates · cli-tool/components/skills/ai-research/emerging-techniques-model-merging
Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating specialized models by blending domain-specific expertise (math + coding + chat), improving performance beyond single models, or experimenting rapidly with model variants. Covers SLERP, TIES-Merging, DARE, Task Arithmetic, linear merging, and production deployment strategies.
Repository stars: 33,195 · Incomplete scan
Skill
deeptools
davila7/claude-code-templates · cli-tool/components/skills/scientific/deeptools
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.
Repository stars: 33,195 · Incomplete scan
Skill
quality-manager-qmr
davila7/claude-code-templates · cli-tool/components/skills/enterprise-communication/quality-manager-qmr
Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance oversight, management accountability, and strategic quality leadership. Use for quality system governance, regulatory compliance oversight, management responsibility, and quality strategic planning.
Repository stars: 33,195 · Incomplete scan
Skill
exploratory-data-analysis
davila7/claude-code-templates · cli-tool/components/skills/scientific/exploratory-data-analysis
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.
Repository stars: 33,195 · Incomplete scan
Skill
venue-templates
davila7/claude-code-templates · cli-tool/components/skills/scientific/venue-templates
Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
Repository stars: 33,195 · Incomplete scan
Skill
AWS Penetration Testing
davila7/claude-code-templates · cli-tool/components/skills/security/aws-penetration-testing
This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing", "metadata SSRF", "Lambda exploitation", or needs guidance on Amazon Web Services security assessment.
Repository stars: 33,195 · Incomplete scan
Skill
flowio
davila7/claude-code-templates · cli-tool/components/skills/scientific/flowio
Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.
Repository stars: 33,195 · Incomplete scan
Skill
pb-deploy
davila7/claude-code-templates · cli-tool/components/skills/pocketbase/pb-deploy
Production deployment for PocketBase. Use when deploying PocketBase to a server, setting up Docker, configuring systemd, reverse proxy (nginx/Caddy), TLS, SMTP, backups, S3 storage, rate limiting, or hardening for production. Provides ready-to-use configs.
Repository stars: 33,195 · Incomplete scan
Skill
shadcn
davila7/claude-code-templates · cli-tool/components/skills/web-development/shadcn
Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.
Repository stars: 33,195 · Incomplete scan
Skill
git-pushing
davila7/claude-code-templates · cli-tool/components/skills/development/git-pushing
Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", "push this", "push to github", or similar git workflow requests.
Repository stars: 33,195 · Incomplete scan
Skill
capa-officer
davila7/claude-code-templates · cli-tool/components/skills/enterprise-communication/capa-officer
Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Management Systems. Provides CAPA process management, root cause analysis, effectiveness verification, and continuous improvement coordination. Use for CAPA investigations, corrective action planning, preventive action implementation, and CAPA system optimization.
Repository stars: 33,195 · Incomplete scan
Automated signals, not a guarantee. How the checks work.
