DataFREEACCESS AVAILABLEFC-DAT-001
Data Claw
data-claw
v0.2.0May 20, 2026End-to-end data engineer — pipelines, warehouses, lakes, and streaming without manual babysitting
Full-spectrum data engineer. Pipelines, warehouses, lakes, streaming — connects the pieces so data flows cleanly from source to dashboard without manual babysitting. Covers dbt models, Airflow DAGs, Kafka topics, and every schema migration in between.
OpenClaw
Hermes
Claude Code
Codex
Cursor
Windsurf
Aider
OllamaPRIMARY ACTION
COMPATIBLE WITH
OpenClawHermesClaude CodeCodex+4
8 compatible tools5 output formats
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
- Data lineage mapped with diagram-maker
- Schema validation passes
- Error handling configured
- SLA targets defined
4 GATES DEFINED
Expected Outputs
Pipeline Architecture Diagramdbt Model SuiteAirflow DAG DefinitionsData Quality SLA MatrixSchema Migration Plan
Native exports per tool
OpenClaw10 files
openclaw/AGENTS.mdopenclaw/SOUL.mdopenclaw/TOOLS.md+7 moreHermes5 files
hermes/skills/flickclaw/data-claw/SKILL.mdhermes/skills/flickclaw/data-claw/references/workflow.mdhermes/skills/flickclaw/data-claw/references/quality-gates.md+2 moreClaude Code6 files
claude-code/CLAUDE.mdclaude-code/.claude/skills/data-claw/SKILL.mdclaude-code/.claude/skills/data-claw/references/workflow.md+3 moreCodex5 files
codex/AGENTS.mdcodex/.flickclaw/agents/data-claw/codex.mdcodex/.flickclaw/agents/data-claw/workflow.md+2 moreCursor3 files
cursor/.cursor/rules/flickclaw-data-claw.mdccursor/.cursor/rules/flickclaw-data-claw-workflow.mdccursor/.cursor/rules/flickclaw-data-claw-quality-gates.mdcWindsurf3 files
windsurf/.windsurf/rules/flickclaw-data-claw.mdwindsurf/.windsurf/rules/flickclaw-data-claw-workflow.mdwindsurf/.windsurf/rules/flickclaw-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 data-claw --target openclawDownload as ZIP
Example Prompt
Try this prompt with Data Claw to see what it can do:
Analyze the data pipeline for quality issues. Review schema design, ETL processes, and monitoring. Produce Pipeline Architecture Diagram, dbt Model Suite, Airflow DAG Definitions.Example Output
IllustrativeWhat a typical Data Claw report looks like:
# Data Claw — Assessment Report **Project**: analytics-warehouse **Context**: a Snowflake data warehouse with 15 source integrations and daily ETL **Generated**: 2026-07-10 ## Executive Summary The 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 - [✓] End-to-end lineage from source to dashboard - [✓] Schema changes are backward-compatible - [✓] SLAs on freshness per table ## Outputs Generated - **Pipeline Architecture Diagram**: Included in the report above. - **Dbt Model Suite**: Included in the report above. - **Airflow DAG Definitions**: Included in the report above. - **Data Quality SLA Matrix**: Included in the report above. - **Schema Migration Plan**: Included in the report above. ## Validation - [x] All quality gates passed (3/3) - [x] 3 findings documented with severity and remediation - [x] 5 output sections generated - [x] Evidence collected and referenced --- *This is an illustrative example output from FlickClaw. Results vary based on project context.*
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