DataPROPRO REQUIREDFC-DAT-002
Pipeline Data Claw
pipeline-data-claw
Data pipeline design: ETL/ELT workflows, scheduling, monitoring, and error handling.
Pipeline Data Claw designs ETL and ELT data pipelines with scheduling, monitoring, error handling, and idempotent processing guarantees.
OpenClaw
Hermes
Claude Code
Codex
Cursor
Windsurf
Aider
OllamaPRIMARY ACTION
Unlock with ProCOMPATIBLE WITH
OpenClawHermesClaude CodeCodex+4
OpenClaw is the default target. Cursor example below.
When to Use
- Design clean data workflows
- Plan reliable ETL and quality checks
- Track metrics and pipeline health
- Deliver maintainable data outputs
Compatible Frameworks
OpenClawHermesClaude CodeCodexCursorWindsurfAiderOllama8 TOOLS
Quality Gates
No explicit gate list for this agent in the current dataset.
4 GATES DEFINED
Expected Outputs
Native exports per tool
OpenClaw10 files
openclaw/AGENTS.mdopenclaw/SOUL.mdopenclaw/TOOLS.md+7 moreHermes5 files
hermes/skills/flickclaw/pipeline-data-claw/SKILL.mdhermes/skills/flickclaw/pipeline-data-claw/references/workflow.mdhermes/skills/flickclaw/pipeline-data-claw/references/quality-gates.md+2 moreClaude Code6 files
claude-code/CLAUDE.mdclaude-code/.claude/skills/pipeline-data-claw/SKILL.mdclaude-code/.claude/skills/pipeline-data-claw/references/workflow.md+3 moreCodex5 files
codex/AGENTS.mdcodex/.flickclaw/agents/pipeline-data-claw/codex.mdcodex/.flickclaw/agents/pipeline-data-claw/workflow.md+2 moreCursor3 files
cursor/.cursor/rules/flickclaw-pipeline-data-claw.mdccursor/.cursor/rules/flickclaw-pipeline-data-claw-workflow.mdccursor/.cursor/rules/flickclaw-pipeline-data-claw-quality-gates.mdcWindsurf3 files
windsurf/.windsurf/rules/flickclaw-pipeline-data-claw.mdwindsurf/.windsurf/rules/flickclaw-pipeline-data-claw-workflow.mdwindsurf/.windsurf/rules/flickclaw-pipeline-data-claw-quality-gates.mdAider3 files
aider/CONVENTIONS.mdaider/aider.mdaider/.aider.conf.ymlOllama4 files
ollama/Modelfileollama/system-prompt.mdollama/template.md+1 moreInstall Commands
Install the FlickClaw CLI, then select your AI agent framework below to get the correct install command.
Step 1: Install CLI (one-time)
npm install -g @flickclaw/cli@latestStep 2: Select Framework
OpenClaw
npm exec --yes @flickclaw/cli@latest -- install pipeline-data-claw --target openclawDownload as ZIP
Example Prompt
Try this prompt with Pipeline Data Claw to see what it can do:
Analyze the data pipeline for quality issues. Review schema design, ETL processes, and monitoring. Produce .Example Output
IllustrativeWhat a typical Pipeline Data Claw report looks like:
# Pipeline Data Claw — Assessment Report **Project**: analytics-warehouse **Context**: a Snowflake data warehouse with 15 source integrations and daily ETL **Generated**: 2026-05-26 ## Executive Summary The Pipeline Data Claw completed its review of analytics-warehouse (a Snowflake data warehouse with 15 source integrations and daily ETL). 3 findings were identified with concrete remediation steps. All quality gates were verified before delivery. ## Findings | # | Severity | Area | Finding | Recommended Action | |---|----------|------|---------|-------------------| | 1 | **P1** | Schema | Slowly changing dimensions not tracked for customer table | Add SCD Type 2 with effective_date and is_current | | 2 | **P2** | Quality | 5% null rate in revenue column across 3 sources | Add NOT NULL constraint and source-level validation | | 3 | **P2** | Performance | Materialized view refresh blocks reads for 12min | Switch to incremental refresh with partition pruning | ## Quality Gates - [✓] no_fake_claims - [✓] etl_workflow_documented - [✓] scheduling_configured ## Outputs Generated ## Validation - [x] All quality gates passed (3/3) - [x] 3 findings documented with severity and remediation - [x] 0 output sections generated - [x] Evidence collected and referenced --- *This is an illustrative example output from FlickClaw. Results vary based on project context.*