Slopware Skills
Free, portable AI agent skills and plugins for Codex, Claude Code, and Agent Skills clients by Slopware Engineer (@aienginerd). Home of the MSW Kernel for Minimum Sufficient Work.
Install
npx skills add transcendr/slopware-skills --skill msw -gclaude mcp add slopware-skills -- npx skills add transcendr/slopware-skills --skill msw -g{
"mcpServers": {
"slopware-skills": {
"command": "npx",
"args": [
"skills",
"add",
"transcendr/slopware-skills",
"--skill",
"msw",
"-g"
]
}
}
}Install command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →Slopware Skills
Free forever ♡
Portable, individually installable skills and plugins for AI coding agents by Slopware Engineer.
Packages
| Package | Type | Purpose |
|---|---|---|
| MSW Kernel | Skill and plugin | Admit only necessary work, require proof, and stop at the fixed point. |
| MSW Hook | Optional plugin | Reinforce the MSW Kernel once at session context boundaries. |
| MSL Kernel | Skill and plugin | Report only what the reader must act on, in a form they can check. |
| Timebox | Skill and plugin | Converge authorized work inside AWT and a closeout-only CGP. |
| CODER Loop | Codex skill and plugin | Optimize Codex development through bounded work, fresh evaluation, and evidence-scoped remediation. |
| Codex Voice Optimizer | Codex skill and plugin | Optimize Codex Voice for hands-free orchestration across owning work threads. |
| Codex App Link | Claude Code skill and plugin | Let Claude Code create, message, wait on, and read Codex desktop-app threads. |
Each package has its own documentation and remains independently installable.
The Slopware Dev Stack
A modular Codex-native stack that removes waste at every development boundary. Install one layer or compose the stack. Free forever.
| Component | Stack role | Contribution |
|---|---|---|
| Codex Voice Optimizer | Control plane | Hands-free intent, routing, authority, and material progress |
| CODER Loop | Development engine | Bounded implementation, independent evaluation, remediation, acceptance, and evolving model routing |
| MSW Kernel | Scope kernel | Necessary coordination, work, findings, repairs, and proof |
| Timebox | Convergence envelope | One explicitly authorized AWT/CGP clock around the work |
| MSL Kernel | Communication kernel | The final facts the user must understand or act on |
The product story is simple: CVO controls it. CODER builds it. MSW keeps it necessary. Timebox makes an authorized run converge. MSL makes the result clear. Every package works alone; together they form an evidence-evolving, high-efficiency agentic development system without a hard dependency or shared runtime.
MSW Kernel: Minimum Sufficient Work
All necessary work. Nothing beyond it.
Package documentation · Skill source
Minimum Sufficient Work is the principle. The MSW Kernel is the compact instruction set and program that applies the principle to agent work.
The MSW Kernel is a lightweight alternative to heavier, more invasive agent-control systems. Its small instruction surface can be just as effective, and arguably more effective, because it gives the agent one necessity test, a proof obligation, and a clear stopping condition without layering on another workflow.
MSW also protects contract integrity: temporary development state must neither add product responsibilities nor weaken required behavior. Necessary environment work stays at its own scope, and current capability and proof gaps must be reported truthfully.
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