By RCSnyder
Engineering judgment for AI coding agents; reusable patterns that elevate human reasoning, design, and system quality.
Deep concept creation, cross-domain analogy, creative cognition, scientific discovery, design intelligence, expertise development, and opportunity recognition. Inspired by https://youtu.be/jGZOi-7haCw?t=792
PyTorch-style high-bar engineering. Produces maintainable changes that improve the system; adapts behavior across IC3/IC4/IC5 modes; surfaces tradeoffs honestly. Inspired from https://www.youtube.com/watch?v=aPfnP4iAIH8
Treats ideas, analogies, skills, and claimed understanding as computational objects. Applies complexity-theoretic discipline — verifier vs solver, hardness tiers, resource limits, falsification — to pressure-test claims, engineer durable cross-domain transfers, and replace 'I get it' with behavioral tests of understanding. Built for the agentic era of software engineering, where generation is cheap and verification is the bottleneck: review AI-written code you didn't author, turn fuzzy intent into checkable acceptance specs, decide which skills survive once agents write the code, and tell 'the tests pass' from 'I understand this system.' Inspired by Wigderson-style complexity theory and Gentner structure-mapping, https://www.youtube.com/watch?v=5GUcvSAJcJw, https://www.math.ias.edu/avi/book
Coach essays, interviews, GCSE/A-level/IB/Oxbridge, law, history, theology, English, TOK and humanities work. Makes reasoning visible, stress-tests arguments, and improves structure instead of producing polished answers. Inspired by https://www.youtube.com/watch?v=do68pHMLpB8
Uses power tools
Uses Bash, Write, or Edit tools
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Elevate and accelerate human thinking and judgement to help solve harder software engineering problems with rigor and legibility.
swe-dev is an agent plugin for VS Code Copilot, Claude Code, and GitHub Copilot CLI.
The totality of human intelligence cannot be fully reduced to a series of Markdown files, but many useful engineering habits and approaches can be made legible and reusable.
| File | Purpose |
|---|---|
| swe-dev-conceptual-intelligence-architect | Turns vague ideas into concepts, analogies, systems, learning paths, opportunity theses, and testable next artifacts. |
| swe-dev-visible-thinking-coach | Structures reasoning before output: clarifies the question, tests competing interpretations, exposes assumptions, and builds defensible judgment. |
| swe-dev-verifier-first-thinking | Pressure-tests claims, analogies, and AI-written code: separates verifying from solving and replaces 'I get it' with regeneration tests. |
| swe-dev-high-bar-engineering | Helps agents make scoped, maintainable code changes with clear plans, tests, compatibility checks, self-review, and tradeoff discipline. |
| swe-dev-critical-systems-engineer | Reviews critical systems for invariants, justified abstractions, failure semantics, auditability, operability, and safe change. |
swe-dev/
.claude-plugin/
plugin.json # Plugin manifest (Claude format, cross-tool)
agents/
swe-dev-*.md # Namespaced agent definitions
copilot plugin marketplace add RCSnyder/swe-dev
copilot plugin install swe-dev@swe-dev
The direct-URL form (
copilot plugin install https://github.com/RCSnyder/swe-dev) still works but is deprecated.
claude plugin marketplace add RCSnyder/swe-dev
claude plugin install swe-dev@swe-dev
Requires chat.plugins.enabled: true. Add the marketplace to your settings.json:
"chat.plugins.marketplaces": [
"RCSnyder/swe-dev"
]
Then run Chat: Install Plugin from the Command Palette and pick swe-dev.
VS Code also auto-discovers anything installed via the Copilot CLI from ~/.copilot/installed-plugins/.
copilot plugin marketplace list # swe-dev should appear
copilot plugin list # swe-dev should appear, version 1.0.0
Then in an interactive session:
/agent
The five SWE Dev: ... agents should be listed. Pick one and send a prompt to confirm it loads.
Everything ships under the swe-dev- prefix to stay collision-free as marketplaces grow.
swe-devagents/swe-dev-*.mdskills/swe-dev-*/SKILL.md (when added)/swe-dev-<verb> (when added)name: in frontmatter: SWE Dev: <Title> so the agent picker shows ownership at a glanceIdentifier fields must be plain kebab-case — slashes or colons (myorg/foo) cause silent load failures in the plugin loader.
npx claudepluginhub rcsnyder/swe-dev --plugin swe-devAutonomous, gated software-engineering pipeline. Drives a project from intent to deployed software through machine-checkable phase gates, with full provenance.
Comprehensive feature development workflow with specialized agents for codebase exploration, architecture design, and quality review
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Develop, test, build, and deploy Godot 4.x games with Claude Code. Includes GdUnit4 testing, web/desktop exports, CI/CD pipelines, and deployment to Vercel/GitHub Pages/itch.io.
Access thousands of AI prompts and skills directly in your AI coding assistant. Search prompts, discover skills, save your own, and improve prompts with AI.
Comprehensive PR review agents specializing in comments, tests, error handling, type design, code quality, and code simplification
Complete developer toolkit for Claude Code