القائمة
Best practices for project-isolated environment setup. All installations must be local to the project, never global.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Strategies for fitting a paper to a venue's page limit without destroying content quality. Applies to any phase that modifies paper content.
Rules for maintaining figure and table data integrity. All visual data must trace to result files — never invented or modified for convenience.
How to submit SLURM jobs on the SANDS Lab ROCS testbed cluster (KAUST). Covers GPU GRES selection (v100/a100 — p100 is off-policy), QoS caps, conda env activation, multi-node DeepSpeed, preemptible spot jobs, and the watchdog that kills jobs with <15% GPU utilization. Use for any project whose compute_backend is slurm and whose cluster nodes are named `mcnode*`.
Protocol for requesting human intervention when an agent encounters a blocker it cannot resolve autonomously.
Containerized isolation via Apptainer for reproducible experiments. Use whenever the project executes third-party code (agent frameworks, browser agents, codegen tools, benchmark harnesses), runs GPU workloads via Slurm on a shared cluster, needs a reproducible runtime environment for paper claims, or isolates untrusted/adversarial inputs from the host. Broadly applicable to measurement, benchmark, and systems papers — not only to malicious-code experiments.
Rules for maintaining research integrity. No simulation, no fabrication, no shortcuts.
| name | env-isolation |
| description | Best practices for project-isolated environment setup. All installations must be local to the project, never global. |
| tags | ["system","environment","isolation","conda","npm"] |
Every project runs in its own isolated environment. Installations must NEVER pollute the global system or affect other projects.
which <tool> — is it on PATH?<tool> --version — what version?ps aux | grep <service> — is a daemon already running?.env/ directory)conda run --prefix .env pip install <package>pip install (installs to global site-packages)npm install <package> (no -g flag)npx <tool> instead of global installnpm install -g — it pollutes the shared Node.js installationresults/needs_human.json
and request human intervention rather than running sudo apt installAfter installation, always verify: