Skills/Glama/mathematica-skill

mathematica-skill@0.1.0

VERIFIED· startup only

Publisher claims: "Enables AI agents to perform real Wolfram Language computation, create and edit native .nb notebooks and figures, export data, and independently verify results through a stdio MCP interface." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry GlamaPublisher 1837620622 · publishing for 3 daysInstalls 0Last detonated 3d ago
$npx skills add mathematica-skill
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Coverage

Startup only; authenticated tool behavior not tested.
Tested
server startup over stdio (initialize sent) · every file read, file written and host contacted by what ran
Not tested
the tool list (the server exited before answering) · what the tools do when called with real credentials

What this means for the label: Verified here covers what ran. The server's tools were not exercised with a real credential, so nothing about their behavior is asserted; the credential summary below says what to do with that.

Before you give it your token

It will ask for
no credential variables read in the code
Where it talks to
no vendor host named in the code
What the honeypot saw
no credential files read · no network
What we could not test
the tool list (the server exited before answering) · what the tools do when called with real credentials

Connect it under the guard. Startup only; authenticated tool behavior not tested. The code names no credential variable; the guard pins the network to what the honeypot saw and logs every call.

$vet-skills run --net declared -- <the server's command>

Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios; startup only; authenticated tool behavior not tested) on 2026-11-11 and scored it 81/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 20 s · 2 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
20sclaimedstartup only: exited (0) before answering · usage: mathematica-skill [-h] [--version] {doctor,plan,lint,run,build,evaluate,compute,edit,export,verify,install,update,uninstall,rollback,example,mcp} ... mathematica-skill: error: the following arguments are required: command
20sprocessscript backend runs setup only
20sprocessno install scripts to re-run

Static findings

MEDIUM
Hidden zero-width characters detectedtests/unit/test_compute.py:186 · Hidden zero-width characters detected — may conceal contentpath.write_text("x = 1 + 1", encoding="utf-8")Fix: Keep SKILL.md to visible, descriptive text. Remove comments and encoded text that address the agent.
AST07
MEDIUM
npx invocation of non-well-known packagebin/mathematica-skill.js:3 · npx invocation of non-well-known package — may execute untrusted code* npx / npm 入口：找到本机 Python 3.10+，把仓库根目录放进 PYTHONPATH，Fix: Pin versions and sources; vendor anything fetched at install time.
AST06
MEDIUM
File type combined with upload actionskills/mathematica-native/SKILL.md:100 · File type combined with upload action — agent may exfiltrate local data filesmathematica-skill export task.json --code computation.wl --out artifacts/Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Access to sensitive file pathstests/unit/test_models.py:55 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filestask_payload["sources"] = ["/etc/passwd"]Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
Python subprocess execution detectedmathematica_skill/adapter_mcp.py:44 · Python subprocess execution detectedself.process = subprocess.Popen(self.command, stdin=subprocess.PIPE, stdout=subprocess.PIPE,Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedmathematica_skill/adapter_base.py:75 · Python subprocess execution detectedprocess = subprocess.Popen(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Access to sensitive file pathstests/unit/test_syntax_and_paths.py:46 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesstripped = strip_literals('RunProcess["rm -rf /"];\nImport["/etc/passwd"]')Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
Python subprocess execution detectedtests/integration/test_mcp_launch.py:26 · Python subprocess execution detectedproc = subprocess.run([entry["command"], *entry["args"]], input=request.encode("utf-8"), cwd=tmp_path,Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Destructive command against a filesystem root or devicetests/unit/test_syntax_and_paths.py:46 · Destructive command against a filesystem root or devicestripped = strip_literals('RunProcess["rm -rf /"];\nImport["/etc/passwd"]')Fix: Build commands from fixed arguments; do not interpolate untrusted strings into a shell.
AST05
MEDIUM
File type combined with upload actionskills/mathematica-native/SKILL.md:101 · File type combined with upload action — agent may exfiltrate local data filesmathematica-skill verify task.json --code computation.wl --out verify.json [--previous verify-1.json]Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedmathematica_skill/adapter_base.py:35 · Python subprocess execution detectedsubprocess.run(["taskkill", "/F", "/T", "/PID", str(process.pid)],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
HIGH
Privileged sudo commandbin/mathematica-skill.js:128 · Privileged sudo command — agent may execute with elevated privileges"Linux: sudo apt install python3 / sudo dnf install python3",Fix: Build commands from fixed arguments; do not interpolate untrusted strings into a shell.
AST05
MEDIUM
Python subprocess execution detectedscripts/check.py:186 · Python subprocess execution detectedresult = subprocess.run([sys.executable, "-m", "pytest", "-q"], cwd=ROOT, capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Destructive file system command detectedtests/unit/test_syntax_and_paths.py:46 · Destructive file system command detectedstripped = strip_literals('RunProcess["rm -rf /"];\nImport["/etc/passwd"]')Fix: Build commands from fixed arguments; do not interpolate untrusted strings into a shell.
AST05
MEDIUM
npx invocation of non-well-known packagetests/integration/test_mcp_launch.py:3 · npx invocation of non-well-known package — may execute untrusted code回归保护：npx 安装后，配置里曾经没有 PYTHONPATH，Claude Desktop 启动时直接Fix: Pin versions and sources; vendor anything fetched at install time.
AST06
MEDIUM
npx invocation of non-well-known packagemathematica_skill/installer.py:227 · npx invocation of non-well-known package — may execute untrusted code包装脚本设置的 PYTHONPATH 不会带过来；npx 安装时包目录又在临时缓存里，所以必须显式写出。Fix: Pin versions and sources; vendor anything fetched at install time.
AST06
MEDIUM
Python subprocess execution detectedmathematica_skill/discovery.py:43 · Python subprocess execution detectedcompleted = subprocess.run(command, capture_output=True, text=True, timeout=timeout,Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
npx invocation of non-well-known packagebin/mathematica-skill.js:131 · npx invocation of non-well-known package — may execute untrusted code" MATHEMATICA_SKILL_PYTHON=/path/to/python3 npx mathematica-skill doctor",Fix: Pin versions and sources; vendor anything fetched at install time.
AST06

Cost to the agent

Instructions loaded
≈1,854 tok
2 files · 73 in bundle
Tool list per prompt
≈0 tok
0 tools · 0 per tool
Handshake
no reply
launch to tools/list, stdio
Undocumented tools
0
description under 20 chars · avg 0

Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.

Known vulnerabilities

Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.

mathematica-skill@0.1.0 safety verdict: Verified (startup only) — KillerSkills