Skills/skills.sh/ai-research-reproduction

ai-research-reproduction@r1

CAUTION

Publisher claims: "Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction. Use when the user wants an end-to-end, minimal-trustworthy flow that reads the repository first, selects the smallest documented inference or evaluation target, coordinates intake, setup, trusted execution, optional trusted training, optional repository analysis, and optional paper-gap resolution, enforces conservative patch rules, records evidence assumptions deviations and human decision points, and writes the standardized `repro_outputs/` bundle. Do not use for paper summary, generic environment setup, isolated repo scanning, standalone command execution, silent protocol changes, score chasing, or broad research assistance outside repository-grounded reproduction." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry skills.shPublisher lllllllama · joined 2 days agoInstalls 331KLast detonated 39 h ago
Dispute verdict

Behavior trace

Honeypot run · 0 s · 1 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.0sprocessscript backend runs setup only
0.0sprocessscript backend runs setup only

Static findings

CRITICAL
Access to sensitive file pathsscripts/run_agent.py:66 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files
AST05
CRITICAL
Access to sensitive file pathsscripts/run_agent.py:65 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files
AST05
CRITICAL
Credential pass-through configuration_bundled/shared/scripts/lessons_store.py:22 · Credential pass-through configuration — agent relays sensitive credentials
AST02
HIGH
File permission modification command_bundled/skills/repo-intake-and-plan/scripts/extract_commands.py:29 · File permission modification command — agent changes file ownership/permissions
AST05
CRITICAL
Access to sensitive file pathsscripts/run_agent.py:77 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files
AST05
HIGH
Python subprocess execution detectedscripts/run_agent.py:72 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedscripts/repro_job.py:219 · Python subprocess execution detected
AST05
MEDIUM
File type combined with upload actionreferences/agent-runner.md:25 · File type combined with upload action — agent may exfiltrate local data files
AST07
HIGH
Python subprocess execution detectedscripts/orchestrate_repro.py:125 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detected_bundled/shared/scripts/runtime_runner.py:527 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detected_bundled/skills/run-train/scripts/run_training.py:120 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedscripts/repro_job.py:254 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detected_bundled/shared/scripts/runtime_runner.py:305 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedscripts/orchestrate_repro.py:211 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedscripts/repro_job.py:190 · Python subprocess execution detected
AST05
HIGH
Process kill commandreferences/agent-job.md:49 · Process kill command — agent can terminate processes
AST05
HIGH
Python subprocess execution detectedscripts/orchestrate_repro.py:206 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detected_bundled/shared/scripts/resource_monitor.py:148 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedscripts/orchestrate_repro.py:107 · Python subprocess execution detected
AST05
MEDIUM
File type combined with upload actionscripts/annotate_readme.py:697 · File type combined with upload action — agent may exfiltrate local data files
AST07
MEDIUM
File type combined with upload actionscripts/annotate_readme.py:692 · File type combined with upload action — agent may exfiltrate local data files
AST07
MEDIUM
File type combined with upload actionscripts/run_agent.py:294 · File type combined with upload action — agent may exfiltrate local data files
AST07