Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/hdu-ailab/EasyResearchnpx agentmods add skills/hdu-ailab/easyresearch/ssh-experimentWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/hdu-ailab/easyresearch/ssh-experiment)<a href="https://agentmods.dev/skills/hdu-ailab/easyresearch/ssh-experiment"><img src="https://agentmods.dev/badge/skills/hdu-ailab/easyresearch/ssh-experiment/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/hdu-ailab/easyresearch/ssh-experiment"><img src="https://agentmods.dev/badge/skills/hdu-ailab/easyresearch/ssh-experiment.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Rogue Agent · line 82 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00026 | $0.01030 |
| Opus 5.5 | $0.00010 | $0.00412 |
| Sonnet 5.5 | $0.00005 | $0.00206 |
| Haiku 4.5 | $0.00003 | $0.00103 |
Grade A, and why
ssh-experiment scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 124 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SSH Experiment Execution
Boundary
Read experiment first. Use this Skill only after Research Assistant configured
the project's single easyresearch.ssh object and verified the SSHFS mapping.
Experiment may test and run the connection through ssh-bash; it must not
reconfigure host, port, username, authentication, credential files, or mounts.
Never read credential files with Agent-visible tools. ssh-bash reads their
contents inside the daemon and returns only remote command output.
Freshness Guard
Before the first edit or launch, after reconnect, and after a long idle period:
- call
ssh-bashwithaction: "test"; - confirm exact-cwd
experiment_ssh/remains the configured mount; - repeat the owner-only marker round trip through
ssh-bash runand the local mount; and - query current compute availability.
If any check fails, preserve work and return blocked. Research Assistant must
repair/reconfigure the connection and mount before this child continues.
Editing And Artifact Paths
Edit through the verified local mount using Read/Edit/Write:
experiment_ssh/src/
experiment_ssh/external/
experiment_ssh/datasets/
experiment_ssh/outputs/
experiment_ssh/results/
experiment_ssh/logs/
experiment_ssh/experiment-record.md
This verified mount is the sole experiment root for SSH mode. Never create,
read, or write local-only experiments/ during the remote task and never create
an experiments/ child inside the mount. Keep raw/failed artifacts in
outputs/, formal promoted evidence in results/, and every command/status in
experiment-record.md.
Remote Commands
Use only the configured tool:
ssh-bash { action: "run", command: "<remote command>", timeout: <1-7200> }
The tool is cross-platform and provides complete bounded remote Bash; do not
invoke ssh, sshpass, a POSIX wrapper, PowerShell remoting, or a second
executable. Commands execute on the configured server and are not confined by
the tool to the project root, so every experiment command must explicitly enter
the configured remote project root first. Use conservative shell quoting and put
free-form experiment values in reviewed config files on the mounted workspace
rather than interpolating paper text or user-authored shell fragments.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 124 lines · 26 tokens per session scan A 4f525bcf643d
ssh-experiment is a skill published in the GitHub repository hdu-ailab/EasyResearch (14 stars, last pushed today), licensed MIT. It adds 26 tokens to every session and 1,030 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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