parallel-enrichmentBulk data enrichment via Parallel API. Adds web-sourced fields (CEO names, funding, contact info) to lists of companies, people, or products. Use for enrichi...
Install via ClawdBot CLI:
clawdbot install normallygaussian/parallel-enrichmentGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
curl -fsSL https://parallel.ai/install.sh | bashCalls external URL not in known-safe list
https://parallel.aiAI Analysis
The skill's primary function is bulk data enrichment via an external API, which is consistent with its stated purpose and requires explicit user invocation. The main risk is sending user-provided data (company names, contact info requests) to the third-party service 'parallel.ai', whose data handling practices are not controlled or audited here. No hidden instructions, credential harvesting, or obfuscation are present in the provided definition.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
Sales teams can use this skill to enrich lists of company leads with CEO names, contact info, and funding details to prioritize outreach. For example, enriching a CSV of B2B SaaS prospects with CEO names and LinkedIn URLs helps personalize sales emails and improve conversion rates.
Startups can enrich data on competitors to gather market intelligence, such as funding rounds, employee counts, and key products. This helps in benchmarking performance and identifying market gaps, using inline JSON or CSV files for quick analysis.
Investors can enrich portfolios or potential investments with web-sourced data like founding years, headquarters, and recent news. This aids in risk assessment and decision-making by adding structured columns to datasets for comprehensive evaluation.
HR departments can enrich lists of candidates or companies with current job titles, employers, and social profiles to streamline recruitment. For instance, adding Twitter handles and company sizes to a CSV of tech professionals enhances talent pool insights.
Product teams can enrich data on similar products or companies to analyze features, pricing, and customer bases. This supports product development by adding columns like key products and market position from web sources for competitive analysis.
Offer tiered subscriptions based on processor tiers (e.g., lite-fast to ultra-fast) with monthly fees for API access. Revenue scales with usage volume and data enrichment depth, targeting businesses needing regular bulk data updates.
Charge per enrichment operation or data row processed, ideal for occasional users or one-off projects. Revenue is variable, driven by the number of records enriched and complexity level, with pricing tied to processor tiers.
Provide custom enterprise packages with advanced features like dedicated support, higher data limits, and integration services. Revenue comes from large contracts with corporations requiring secure, high-volume enrichment for ongoing operations.
💬 Integration Tip
Use the --intent flag with clear, specific descriptions to improve accuracy, and start with CSV files for easy data handling before moving to inline JSON for quick tests.
Scored Jul 17, 2026
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