Rust Path Types
openinterpreter/openinterpreter
Rules for choosing Rust types for filesystem paths in new Codex code, covering protocol types, internal use and model tool arguments.
Stage a cited synthesis as a typed raytsystem DRAFT bundle and escaped preview.
Apache-2.0Auto-check passed
Install Raytsystem Save
$ npx skills add romarayt/raytsystem-public-os --skill raytsystem-save -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install romarayt/raytsystem-public-os raytsystem-save --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/romarayt/raytsystem-public-os.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/raytsystem-save .claude/skills/raytsystem-save && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "raytsystem-save" agent skill from https://github.com/romarayt/raytsystem-public-os/tree/main/skills/raytsystem-save into .claude/skills/raytsystem-save/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raytsystem-save", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/romarayt/raytsystem-public-os/tree/main/skills/raytsystem-saveType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add romarayt/raytsystem-public-os --skill raytsystem-save -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install romarayt/raytsystem-public-os raytsystem-save --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/romarayt/raytsystem-public-os.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/raytsystem-save .agents/skills/raytsystem-save && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "raytsystem-save" agent skill from https://github.com/romarayt/raytsystem-public-os/tree/main/skills/raytsystem-save into .agents/skills/raytsystem-save/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raytsystem-save", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add romarayt/raytsystem-public-os --skill raytsystem-save -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install romarayt/raytsystem-public-os raytsystem-save --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/romarayt/raytsystem-public-os.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/raytsystem-save .cursor/skills/raytsystem-save && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "raytsystem-save" agent skill from https://github.com/romarayt/raytsystem-public-os/tree/main/skills/raytsystem-save into .cursor/skills/raytsystem-save/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raytsystem-save", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/romarayt/raytsystem-public-os.git --path skills/raytsystem-save--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add romarayt/raytsystem-public-os --skill raytsystem-save -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install romarayt/raytsystem-public-os raytsystem-save --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/romarayt/raytsystem-public-os.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/raytsystem-save .gemini/skills/raytsystem-save && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "raytsystem-save" agent skill from https://github.com/romarayt/raytsystem-public-os/tree/main/skills/raytsystem-save into .gemini/skills/raytsystem-save/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raytsystem-save", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install romarayt/raytsystem-public-os raytsystem-saveInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add romarayt/raytsystem-public-os --skill raytsystem-save -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/romarayt/raytsystem-public-os.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/raytsystem-save .github/skills/raytsystem-save && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "raytsystem-save" agent skill from https://github.com/romarayt/raytsystem-public-os/tree/main/skills/raytsystem-save into .github/skills/raytsystem-save/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raytsystem-save", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add romarayt/raytsystem-public-os --skill raytsystem-save -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install romarayt/raytsystem-public-os raytsystem-save --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/romarayt/raytsystem-public-os.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/raytsystem-save .opencode/skills/raytsystem-save && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "raytsystem-save" agent skill from https://github.com/romarayt/raytsystem-public-os/tree/main/skills/raytsystem-save into .opencode/skills/raytsystem-save/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "raytsystem-save", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
raytsystem-save- GitHub stars
- 150
- Token cost
- ~480 tokens
- SKILL.md length
- 204 words
- Files
- 2
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Stage a cited synthesis as a typed raytsystem DRAFT bundle and escaped preview.
- Works in 3 steps: Run uv run raytsystem agent preflight… → Obtain evidence IDs from a verified… → Reject secret text, unsafe title/path,…
- Preserving a verified query answer
- SKILL.md covers Inputs and outputs, Write scope, Preflight and Workflow, plus 3 more sections
- Calls uv
What it does
Raytsystem Save is an agent skill from romarayt/raytsystem-public-os. Stage a cited synthesis as a typed raytsystem DRAFT bundle and escaped preview. Use for SAVE, preserving a verified query answer, preparing a knowledge proposal, or creating a reviewable draft; never treat SAVE as canonical promotion or publication.
Its SKILL.md is about 480 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
The repository describes itself as: Local-first agent workspace for knowledge, tasks, documents and verifiable workflows · Локальная агентная система для знаний, задач и проверяемых процессов · t.me/romarayt. The licence is Apache-2.0.
When your agent uses it
- Preserving a verified query answer
- Preparing a knowledge proposal
- Creating a reviewable draft
- Never treat SAVE as canonical promotion
Example prompts
- “/raytsystem-save”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Run uv run raytsystem agent preflight --skill raytsystem-save --write --json.
- Obtain evidence IDs from a verified generation-bound QUERY result.
- Reject secret text, unsafe title/path, stale generation, linked output/control paths, or uncited synthesis.
What it can do on your machine
Read from SKILL.md and the folder at commit b5ac705. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Raytsystem Save loads about 480 tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 204 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from romarayt/raytsystem-public-os at commit b5ac705, republished under its Apache-2.0 licence (© romarayt). 204 words, ~480 tokens.
Download SKILL.mdSave it as
.claude/skills/raytsystem-save/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- raytsystem-save
- description
- Stage a cited synthesis as a typed raytsystem DRAFT bundle and escaped preview. Use for SAVE, preserving a verified query answer, preparing a knowledge proposal, or creating a reviewable draft; never treat SAVE as canonical promotion or publication.
raytsystem SAVE
Inputs and outputs
- Accept bounded synthesis text, safe title, and one or more verified active evidence segment IDs.
- Return one idempotent
SaveResult, typed staging bundle, and escaped DRAFT preview.
Write scope
- Write only
ops/staging/<run_id>/,ops/runs/<run_id>/, coordination state, andartifacts/drafts/. - Never write
ledger/, events, generated knowledge, Git refs, outbox, or external systems.
Preflight
- Run
uv run raytsystem agent preflight --skill raytsystem-save --write --json. - Obtain evidence IDs from a verified generation-bound QUERY result.
- Reject secret text, unsafe title/path, stale generation, linked output/control paths, or uncited synthesis.
Workflow
- Run
uv run raytsystem save "SYNTHESIS" --title "TITLE" --evidence SEGMENT_ID --json. - Inspect
bundle.json, typed proposal artifacts, and preview hashes. - Leave the result in DRAFT/awaiting-review state.
Validation
- Bind the operation key to generation, text/title hashes, evidence, schemas, component, and config.
- Verify a repeated/concurrent identical SAVE returns the same artifact and no canonical mutation.
- Exercise evals
m3-save-goldenandm3-save-adversarial.
Recovery
- Re-run the exact SAVE; join the existing operation and verify its hash-closed bundle.
- Keep incomplete staging for diagnosis and fail closed on generation change.
Stop and approval conditions
- Stop before promotion, send, publish, upload, outbox dispatch, push, PR, or release.
- Require a later explicit reviewed promotion design; M2/M3 SAVE cannot promote by construction.
© romarayt, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/raytsystem-save of romarayt/raytsystem-public-os.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit b5ac705
Compare with similar skills
Raytsystem Save next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Raytsystem Save this skillromarayt/raytsystem-public-os | 150 | — | ~480 | Automated safety check: Pass | Apache-2.0 | |
| Rust Path Typesopeninterpreter/openinterpreter | 69k | 2 repos | ~605 | Automated safety check: Pass | Apache-2.0 | |
| Python Type Safetywshobson/agents | 40k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Type Coercionthedaviddias/Front-End-Checklist | 74k | — | ~493 | Automated safety check: Pass | MIT | |
| Type Only Importsthedaviddias/Front-End-Checklist | 74k | — | ~558 | Automated safety check: Pass | MIT | |
| Pyrefly Type Coveragepytorch/pytorch | 104k | — | ~3k | Automated safety check: Pass | Custom licence |
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wshobson/agents
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Type Coercion
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing scripts, client components, bundles, or runtime behavior related to Avoid implicit type coercion.
Type Only Imports
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing import statements in TypeScript files, setting up a new TypeScript project, or investigating unexpected bundle inclusions from type-only dependencies.
Pyrefly Type Coverage
pytorch/pytorch
Migrate a file to use stricter Pyrefly type checking with annotations required for all functions, classes, and attributes.
Typescript Advanced Types
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Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
More from romarayt/raytsystem-public-os
All 12 skills in this repoGraph
romarayt/raytsystem-public-os
Refresh the raytsystem code graph so it reflects every current file, then confirm it is up to date.
Start
romarayt/raytsystem-public-os
Get raytsystem running in a repository — install it if needed, then launch the interface.
Raytsystem Watch
romarayt/raytsystem-public-os
Inspect video, audio, or supplied transcripts through raytsystem Tool Hub and return evidence-bound speech, visual, OCR, action, transition, and timeline findings.
Raytsystem Ingest
romarayt/raytsystem-public-os
Capture, normalize, propose, validate, and safely promote workspace-local Markdown, text, JSON/JSONL, CSV/TSV, images, or text-bearing PDFs into raytsystem.
Raytsystem Lint
romarayt/raytsystem-public-os
Run deterministic integrity, provenance, projection, link, alias, operation, and secret checks over raytsystem.
Raytsystem Query
romarayt/raytsystem-public-os
Answer questions from the active raytsystem generation using local FTS5 retrieval, canonical record rehydration, verified source spans, and explicit gaps.
Questions about Raytsystem Save
What does Raytsystem Save do?
Stage a cited synthesis as a typed raytsystem DRAFT bundle and escaped preview. Raytsystem Save is an agent skill from romarayt/raytsystem-public-os. Stage a cited synthesis as a typed raytsystem DRAFT bundle and escaped preview.
When should I use Raytsystem Save?
Raytsystem Save fits situations like: preserving a verified query answer; preparing a knowledge proposal; creating a reviewable draft; never treat SAVE as canonical promotion.
How do I install Raytsystem Save in Claude Code?
Run `npx skills add romarayt/raytsystem-public-os --skill raytsystem-save -a claude-code`. Or copy the skill folder (skills/raytsystem-save in romarayt/raytsystem-public-os) into .claude/skills/raytsystem-save in your project. Claude Code loads it when a task matches its description.
How do I install Raytsystem Save in Codex?
Run `npx skills add romarayt/raytsystem-public-os --skill raytsystem-save -a codex`. Or copy the skill folder (skills/raytsystem-save in romarayt/raytsystem-public-os) into .agents/skills/raytsystem-save in your project. Codex loads it when a task matches its description.
Can I use Raytsystem Save in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add romarayt/raytsystem-public-os --skill raytsystem-save -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/raytsystem-save, .gemini/skills/raytsystem-save, .github/skills/raytsystem-save and .opencode/skills/raytsystem-save in your project.
What does Raytsystem Save need to run?
Going by SKILL.md and its folder, Raytsystem Save needs the command-line tools its instructions call (uv).
Does Raytsystem Save access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Raytsystem Save safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Raytsystem Save use?
Raytsystem Save is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Raytsystem Save use?
About 480 tokens (SKILL.md is roughly 1.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Raytsystem Save?
Skills that share tags, products or a category with Raytsystem Save: Rust Path Types (openinterpreter/openinterpreter, 69k stars), Python Type Safety (wshobson/agents, 40k stars), Type Coercion (thedaviddias/Front-End-Checklist, 74k stars) and Type Only Imports (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Raytsystem Save?
romarayt (a GitHub user) maintains it in romarayt/raytsystem-public-os, which has 150 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 7, 2026.
Source: romarayt/raytsystem-public-os on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.