Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
The Lossless Group's discipline of pinning a curated collection of upstream repos (a "study") around a domain question before designing or coding in that domain. Use when starting work that touches conventions, file formats, schemas, protocols, or any decision where prior art exists; when the user mentions "study", "studies/", "reference collection", "prior art", "pin a submodule", or names of existing studies (open-specs-and-standards, memory-layers-for-agents, data-analytics-specifications-and-standards); when scaffolding a new study, extending one, or deciding whether something belongs in a study vs. a project. Encodes the "read upstream code, don't paraphrase from training data" behavior.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: d8d0944935ed698eeb1dce79e3e6bab26f03f72cd0199e2d78245a107466df6c
About this listing
- Category
- General
- Reported license
- MIT
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.