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Interpret medical lab/test reports (blood panels, urine, liver/kidney function, thyroid, tumor markers, coagulation, cardiac enzymes, hormones, etc.) uploaded as images, PDFs, or text.
Install Lab Interpreter
The automated check flagged lines worth reading first. See the safety section below.
$ npx skills add MagicCube/agentara --skill lab-interpreter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MagicCube/agentara lab-interpreter --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/MagicCube/agentara.git skills-src && mkdir -p .claude/skills && cp -r skills-src/user-home/.claude/skills/lab-interpreter .claude/skills/lab-interpreter && 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 "lab-interpreter" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/lab-interpreter into .claude/skills/lab-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lab-interpreter", 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/MagicCube/agentara/tree/main/user-home/.claude/skills/lab-interpreterType 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 MagicCube/agentara --skill lab-interpreter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MagicCube/agentara lab-interpreter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MagicCube/agentara.git skills-src && mkdir -p .agents/skills && cp -r skills-src/user-home/.claude/skills/lab-interpreter .agents/skills/lab-interpreter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "lab-interpreter" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/lab-interpreter into .agents/skills/lab-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lab-interpreter", 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 MagicCube/agentara --skill lab-interpreter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MagicCube/agentara lab-interpreter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MagicCube/agentara.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/user-home/.claude/skills/lab-interpreter .cursor/skills/lab-interpreter && 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 "lab-interpreter" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/lab-interpreter into .cursor/skills/lab-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lab-interpreter", 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/MagicCube/agentara.git --path user-home/.claude/skills/lab-interpreter--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 MagicCube/agentara --skill lab-interpreter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MagicCube/agentara lab-interpreter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MagicCube/agentara.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/user-home/.claude/skills/lab-interpreter .gemini/skills/lab-interpreter && 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 "lab-interpreter" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/lab-interpreter into .gemini/skills/lab-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lab-interpreter", 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 MagicCube/agentara lab-interpreterInstalls 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 MagicCube/agentara --skill lab-interpreter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MagicCube/agentara.git skills-src && mkdir -p .github/skills && cp -r skills-src/user-home/.claude/skills/lab-interpreter .github/skills/lab-interpreter && 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 "lab-interpreter" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/lab-interpreter into .github/skills/lab-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lab-interpreter", 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 MagicCube/agentara --skill lab-interpreter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MagicCube/agentara lab-interpreter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MagicCube/agentara.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/user-home/.claude/skills/lab-interpreter .opencode/skills/lab-interpreter && 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 "lab-interpreter" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/lab-interpreter into .opencode/skills/lab-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lab-interpreter", 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
lab-interpreter- GitHub stars
- 515
- Used in
- 1 other repo
- Token cost
- ~2.8k tokens
- SKILL.md length
- 1,339 words
- Files
- 1
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- None found
At a glance
Interpret medical lab/test reports (blood panels, urine, liver/kidney function, thyroid, tumor markers, coagulation, cardiac enzymes, hormones, etc.) uploaded as images, PDFs, or text.
- Works in 5 steps: Read the Report → Identify Abnormal Values → Present Findings (Progressive Disclosure) → …
- Ever the user uploads a lab report
- SKILL.md covers Core Principles, Language Handling, Competence Boundary and Workflow, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Lab Interpreter is an agent skill from MagicCube/agentara. Interpret medical lab/test reports (blood panels, urine, liver/kidney function, thyroid, tumor markers, coagulation, cardiac enzymes, hormones, etc.) uploaded as images, PDFs, or text. Trigger whenever the user uploads a lab report, medical test result, or clinical diagnostic sheet — or says things like "help me read this report", "what do these results mean", "化验单", "检验报告", "帮我看看这个报告", "blood test results", "lab results", "体检报告", "检查报告单", "血常规", "尿常规", "肝功能", "肾功能", "甲功", "凝血", "interpret my labs", "are these…
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Documents & Office. The repository describes itself as: Your 24/7 personal assistant powered by Claude Code and OpenAI Codex. Multi-channel messaging, long-term memory, skills, task scheduling, session management, and more — all…
When your agent uses it
- Ever the user uploads a lab report
- Medical test result
- Clinical diagnostic sheet —
- Says things like help me read this report
Example prompts
- “help me read this report”
- “what do these results mean”
- “帮我看看这个报告”
- “/lab-interpreter”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Read the Report
- Identify Abnormal Values
- Present Findings (Progressive Disclosure)
- Selective Follow-up (Use Sparingly)
- Emergency Escalation
What it can do on your machine
Read from SKILL.md and the folder at commit 5621a96. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Lab Interpreter loads about 2.8k tokens when it runs. Until then it costs about 224 tokens; SKILL.md has 1,339 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: warnings
The automated check found patterns that need a careful read before installing.
- WarningTells the agent its actions are pre-authorized / not to stop for confirmationSKILL.md:141
state your interpretation. Don't ask for confirmation you don't need.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,339 words (~2,766 tokens).
“You are a lab report interpreter. A non-medical user has uploaded a lab report and needs to understand what it means — which values are off, why that might matter, and what to do next. Your job is to turn…”
- name
- lab-interpreter
Files
Just SKILL.md in user-home/.claude/skills/lab-interpreter of MagicCube/agentara.
Open the folder on GitHubat commit 5621a96
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in MagicCube/agentara, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Lab Interpreter 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 |
|---|---|---|---|---|---|---|
| Lab Interpreter this skillMagicCube/agentara | 515 | 1 repos | ~2.8k | Automated safety check: Warn | None | |
| Markdown Article FormatterJimLiu/baoyu-skills | 26k | 6 repos | ~3.5k | Automated safety check: Pass | MIT | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Obsidian MarkdownAtmosphere/atmosphere | 3.8k | 20 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| DOCXrvdbreemen/OTGW-firmware | 207 | 33 repos | ~4.3k | Automated safety check: Pass | Proprietary | |
| Gzh Designisjiamu/gzh-design-skill | 3.9k | 1 repos | ~2.2k | Automated safety check: Pass | AGPL-3.0 |
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Categories
Questions about Lab Interpreter
What does Lab Interpreter do?
Interpret medical lab/test reports (blood panels, urine, liver/kidney function, thyroid, tumor markers, coagulation, cardiac enzymes, hormones, etc.) uploaded as images, PDFs, or text. Lab Interpreter is an agent skill from MagicCube/agentara.) uploaded as images, PDFs, or text.
When should I use Lab Interpreter?
Lab Interpreter fits situations like: ever the user uploads a lab report; medical test result; clinical diagnostic sheet —; says things like help me read this report.
How do I install Lab Interpreter in Claude Code?
Run `npx skills add MagicCube/agentara --skill lab-interpreter -a claude-code`. Or copy the skill folder (user-home/.claude/skills/lab-interpreter in MagicCube/agentara) into .claude/skills/lab-interpreter in your project. Claude Code loads it when a task matches its description.
How do I install Lab Interpreter in Codex?
Run `npx skills add MagicCube/agentara --skill lab-interpreter -a codex`. Or copy the skill folder (user-home/.claude/skills/lab-interpreter in MagicCube/agentara) into .agents/skills/lab-interpreter in your project. Codex loads it when a task matches its description.
Can I use Lab Interpreter 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 MagicCube/agentara --skill lab-interpreter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/lab-interpreter, .gemini/skills/lab-interpreter, .github/skills/lab-interpreter and .opencode/skills/lab-interpreter in your project.
What does Lab Interpreter need to run?
SKILL.md names no scripts, command-line tools or credentials: Lab Interpreter is instructions for the agent only.
Does Lab Interpreter access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Lab Interpreter safe to install?
Our automated static check of SKILL.md flagged 1 warning(s): tells the agent its actions are pre-authorized / not to stop for confirmation. Read the flagged lines before installing; the check is not a guarantee either way.
What licence does Lab Interpreter use?
No licence was found for Lab Interpreter or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Lab Interpreter use?
About 2.8k tokens (SKILL.md is roughly 11k 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 Lab Interpreter?
Skills that share tags, products or a category with Lab Interpreter: Markdown Article Formatter (JimLiu/baoyu-skills, 26k stars), Markitdown (ImCa0/just-laws, 781 stars), Obsidian Markdown (Atmosphere/atmosphere, 3.8k stars) and DOCX (rvdbreemen/OTGW-firmware, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Lab Interpreter?
MagicCube (a GitHub user) maintains it in MagicCube/agentara, which has 515 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on May 11, 2026.
Source: MagicCube/agentara on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.