Coding & Dev Tools Agent Skills
Coding agent skills teach AI agents repeatable engineering workflows: reviewing pull requests, writing tests, refactoring safely, and enforcing house style. Install one SKILL.md and your agent applies the same checklist every time, whether you use Claude Code, Cursor, Codex, or another agent.
Coding & Dev Tools
9,772 skills
deanpeters finance-metrics-quickref
Look up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, formula, or benchmark during analysis.
5.6k
deanpeters vp-cpo-readiness-advisor
Guides Directors and senior product leaders through the transition to VP or CPO with adaptive coaching across preparing, interviewing, landing, and recalibrating.
5.6k · bundle
deanpeters derisk-measurement-advisor
Identify what to measure, test, or track to de-risk a product or AI idea across internal and external risk dimensions.
5.6k
deanpeters director-readiness-advisor
Guide PMs through the transition to Director with adaptive coaching across preparing, interviewing, landing, and recalibrating phases.
5.6k · bundle
deanpeters ai-shaped-readiness-advisor
Assess whether your product work is AI-first or AI-shaped, evaluate maturity across five key competencies, and get recommendations on which capability to build next.
5.6k
deanpeters executive-onboarding-playbook
Structure the first 90 days of a VP or CPO transition as a diagnostic process, not an execution sprint, using a three-phase playbook to build evidence before making decisions.
5.6k · bundle
deanpeters finance-based-pricing-advisor
Evaluate the financial impact of pricing changes using ARPU, conversion, churn risk, NRR, and payback analysis to make data-driven go/no-go decisions.
5.6k
deanpeters product-sense-interview-answer
Structure spoken product-sense interview answers with assumptions, segmentation, pain-point prioritization, and MVP tradeoffs.
5.6k · bundle
deanpeters saas-economics-efficiency-metrics
Evaluate SaaS unit economics and capital efficiency to determine if a business can scale efficiently or needs correction.
5.6k · bundle
muratcankoylan context-fundamentals
Explains foundational concepts of context engineering: what context is, attention mechanics, the U-shaped attention curve, and why context quality matters more than quantity.
16.9k · bundle
muratcankoylan context-optimization
Extends effective context capacity through strategic compression, masking, caching, and partitioning techniques.
16.9k · bundle
orchestra-research experiment-tracking-swanlab
Track ML experiments with open-source run logging, local or self-hosted dashboards, and media visualization using SwanLab.
10.4k · bundle
orchestra-research langchain
Build LLM-powered applications with agents, chains, and RAG using a framework that supports multiple providers and 500+ integrations.
10.4k · bundle
orchestra-research llava
Enables visual instruction tuning and image-based conversations using open-source vision-language models. Supports multi-turn image chat, visual question answering, and image understanding tasks.
10.4k · bundle
orchestra-research blip-2-vision-language
Generate image captions, answer visual questions, and perform image-text retrieval using BLIP-2's Q-Former architecture with frozen vision encoders and LLMs.
10.4k · bundle
orchestra-research axolotl
Provides expert guidance for fine-tuning LLMs with Axolotl, covering YAML configs, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, and multimodal support.
10.4k · bundle
orchestra-research unsloth
Provides expert guidance for fast fine-tuning with Unsloth, including LoRA/QLoRA optimization, with 2-5x faster training and 50-80% less memory usage.
10.4k · bundle
orchestra-research openrlhf-training
Train large language models (7B-70B+) with RLHF using PPO, GRPO, DPO, and other algorithms, accelerated by Ray and vLLM for distributed multi-GPU setups.
10.4k · bundle
orchestra-research guidance
Control LLM output with regex and grammars to guarantee valid JSON, XML, or code generation, enforce structured formats, and build multi-step workflows using Microsoft Research's Guidance framework.
10.4k · bundle
orchestra-research constitutional-ai
Train AI models to be harmless through self-critique and AI feedback using a set of constitutional principles, without requiring human labels for harmful outputs.
10.4k
orchestra-research pytorch-fsdp2
Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and distributed checkpointing. Use when models exceed single-GPU memory or when you need DTensor-based sharding with DeviceMesh.
10.4k · bundle
orchestra-research nnsight-remote-interpretability
Run interpretability experiments on neural network internals using nnsight, with optional NDIF remote execution for massive models.
10.4k · bundle
orchestra-research sparse-autoencoder-training
Train and analyze Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features for mechanistic interpretability research.
10.4k · bundle
orchestra-research systems-paper-writing
Provides paragraph-level structural blueprints for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys, including page allocation, writing patterns, and venue-specific checklists.
10.4k · bundle
czlonkowski n8n-code-python
Write Python code in n8n Code nodes, covering data access patterns, return formats, and standard library limitations.
5.7k · bundle
czlonkowski n8n-code-javascript
Write JavaScript code in n8n Code nodes for data transformation, API calls, and workflow logic.
5.7k · bundle
czlonkowski n8n-validation-expert
Interpret n8n validation errors and warnings, guide iterative fixes, and explain validation profiles, error types, and auto-sanitization.
5.7k · bundle
czlonkowski n8n-node-configuration
Guides configuration of n8n nodes with operation-aware field requirements, property dependencies, and progressive discovery patterns.
5.7k · bundle
openclaw convex-retention
Manage Convex table retention policies, TTL fields, cleanup crons, and schema classification for ClawHub.
9.1k
openclaw convex-quickstart
Scaffolds a new Convex project or adds Convex to an existing app, including template selection, provider wiring, and dev loop setup.
9.1k · bundle
openclaw convex-setup-auth
Sets up authentication in Convex apps with user management, identity mapping, and access control for providers like Convex Auth, Clerk, WorkOS AuthKit, and Auth0.
9.1k · bundle
openclaw convex-create-component
Builds reusable Convex components with isolated tables and app-facing APIs for new components, reusable backend modules, integrations, or component boundary work.
9.1k · bundle
openclaw convex-migration-helper
Plan and execute safe Convex schema and data migrations using the widen-migrate-narrow pattern and the @convex-dev/migrations component.
9.1k · bundle
owl-listener layout-grid
Define responsive layout grid systems with columns, gutters, margins, and breakpoint behavior.
1.7k
owl-listener spacing-system
Create a consistent spacing system based on a base unit with contextual application rules for harmonious interfaces.
1.7k
owl-listener design-brief
Creates a structured design brief covering project overview, problem statement, target audience, goals, scope, context, deliverables, and timeline.
1.7k
Frequently asked questions
What are Coding & Dev Tools agent skills?
Coding agent skills teach AI agents repeatable engineering workflows: reviewing pull requests, writing tests, refactoring safely, and enforcing house style. Install one SKILL.md and your agent applies the same checklist every time, whether you use Claude Code, Cursor, Codex, or another agent.
Which Coding & Dev Tools skills are most installed?
Popular Coding & Dev Tools skills on SkillMD right now include n8n-code-javascript, langchain, llava. Rankings shift as installs change; sort this page by "Most downloaded" for the live list.
Do Coding & Dev Tools skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds add <owner>/<name>, or copy the file into your agent's skills directory.