Batch Pipeline Designer
v1.0.0Design batch data processing pipelines for large-scale, bounded datasets processed offline. Use when building ETL workflows, processing logs or clickstream d...
⭐ 0· 64·0 current·0 all-time
byHung Quoc To@quochungto
MIT-0
Download zip
LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
Capability signals
These labels describe what authority the skill may exercise. They are separate from suspicious or malicious moderation verdicts.
OpenClaw
Benign
high confidencePurpose & Capability
The name/description (batch pipeline design, engine and join strategy selection, fault tolerance) matches the SKILL.md and reference files. The skill asks for pipeline/system artifacts (schemas, pom.xml, airflow dags, etc.) which are appropriate for its goal. The declared dependency on a workload-classifier is coherent for confirming batch vs transactional workloads.
Instruction Scope
Runtime instructions focus on gathering dataset characteristics, configs, and existing pipeline code, and on asking the user for missing details. The instructions reference common project files and do not instruct the agent to read unrelated secrets, system-wide credentials, or send data to external endpoints. The optional use of grep/bash to examine a codebase is within scope for code analysis.
Install Mechanism
Instruction-only skill with no install spec or code files to execute. This is the lowest-risk install profile.
Credentials
The skill declares no required environment variables, credentials, or config paths. It expects read access to a codebase or docs (proportionate for design tasks). The optional ability to run Bash/Grep could read files or run commands if the agent is granted those tools, but nothing in the SKILL.md requires access to unrelated secrets.
Persistence & Privilege
always:false (no forced always-on presence). Default autonomous invocation is allowed (normal). The skill does not request persistent system-wide changes or modification of other skills' configs.
Assessment
This skill appears coherent and focused on pipeline design, but it will examine whatever project files you give it. Before enabling: (1) restrict the agent's file access to the relevant repository (prefer read-only or a non-production clone); (2) do not provide secrets, credentials, or access to production systems; (3) be aware that optional tools like Bash/Grep could run commands if granted — only enable them if you trust the agent's execution environment; and (4) review any outputs or files the skill writes (TodoWrite) before applying changes. Also review the behavior of the dependent oltp-olap-workload-classifier if you plan to invoke it.Like a lobster shell, security has layers — review code before you run it.
bookforgevk977p1kacapyscc0n3zmsjmthx84jzkdlatestvk977p1kacapyscc0n3zmsjmthx84jzkd
License
MIT-0
Free to use, modify, and redistribute. No attribution required.