DataPROPRO REQUIREDFC-DAT-013
Data Catalog Claw
data-catalog-claw
v0.2.0May 28, 2026Make your data findable before it becomes a mystery — searchable catalogs, auto-classification, and lineage-aware documentation
Makes your data findable before it becomes a mystery. Builds searchable inventories that auto-classify tables, link business glossaries to physical columns, and surface lineage so analysts never guess which table is the source of truth.
OpenClaw
Hermes
Claude Code
Codex
Cursor
Windsurf
Aider
OllamaPRIMARY ACTION
Unlock with ProCOMPATIBLE 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
- All data assets cataloged with metadata
- Classification tags applied to all datasets
- Data glossary terms linked to assets
- Ownership and stewardship assigned
- Catalog searchable and filterable
4 GATEs DEFINED
Expected Outputs
Searchable Data CatalogMetadata Extraction ReportClassification TaxonomyBusiness Glossary with Column LinksData Product Pages
Native exports per tool
OpenClaw10 files
openclaw/AGENTS.mdopenclaw/SOUL.mdopenclaw/TOOLS.md+7 moreHermes5 files
hermes/skills/flickclaw/data-catalog-claw/SKILL.mdhermes/skills/flickclaw/data-catalog-claw/references/workflow.mdhermes/skills/flickclaw/data-catalog-claw/references/quality-gates.md+2 moreClaude Code6 files
claude-code/CLAUDE.mdclaude-code/.claude/skills/data-catalog-claw/SKILL.mdclaude-code/.claude/skills/data-catalog-claw/references/workflow.md+3 moreCodex5 files
codex/AGENTS.mdcodex/.flickclaw/agents/data-catalog-claw/codex.mdcodex/.flickclaw/agents/data-catalog-claw/workflow.md+2 moreCursor3 files
cursor/.cursor/rules/flickclaw-data-catalog-claw.mdccursor/.cursor/rules/flickclaw-data-catalog-claw-workflow.mdccursor/.cursor/rules/flickclaw-data-catalog-claw-quality-gates.mdcWindsurf3 files
windsurf/.windsurf/rules/flickclaw-data-catalog-claw.mdwindsurf/.windsurf/rules/flickclaw-data-catalog-claw-workflow.mdwindsurf/.windsurf/rules/flickclaw-data-catalog-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-catalog-claw --target openclawDownload as ZIP
Example Prompt
Try this prompt with Data Catalog Claw to see what it can do:
Analyze the data pipeline for quality issues. Review schema design, ETL processes, and monitoring. Produce Searchable Data Catalog, Metadata Extraction Report, Classification Taxonomy.Example Output
IllustrativeWhat a typical Data Catalog Claw report looks like:
# Data Catalog Claw — Assessment Report **Project**: analytics-warehouse **Context**: a Snowflake data warehouse with 15 source integrations and daily ETL **Example type**: Illustrative output ## Executive Summary The Data Catalog 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 - [✓] Every production table cataloged with owner - [✓] Classification tags on all PII-bearing columns - [✓] Glossary terms linked to physical columns ## Outputs Generated - **Searchable Data Catalog**: Included in the report above. - **Metadata Extraction Report**: Included in the report above. - **Classification Taxonomy**: Included in the report above. - **Business Glossary with Column Links**: Included in the report above. - **Data Product Pages**: 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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