doublewordSubmit and manage asynchronous batch AI inference jobs via Doubleword API supporting OpenAI-compatible endpoints, tool calling, and structured outputs.
Install via ClawdBot CLI:
clawdbot install pjb157/doublewordGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
Upload → https://app.doubleword.ai/Calls external URL not in known-safe list
https://app.doubleword.ai/Uses known external API (expected, informational)
api.openai.comAI Analysis
The skill interacts with the documented Doubleword API (api.doubleword.ai) and its associated web console (app.doubleword.ai) for its stated purpose of batch inference processing. While it sends user data to an external service, this is consistent with the skill's functionality and requires explicit user-provided API keys. No hidden instructions, credential harvesting, or obfuscation were found.
Generated Mar 21, 2026
A social media platform uses batch inference to analyze thousands of user-generated posts for harmful content, leveraging tool calling to classify text and images. This allows processing large volumes asynchronously, reducing costs by 50-60% with a 24-hour SLA compared to real-time APIs.
An e-commerce company submits daily chat logs as JSONL files to extract sentiment, intent, and common issues using structured outputs. Batches handle high query volumes during off-peak hours, optimizing resource usage and cutting API expenses for non-urgent analytics.
Academic researchers process large datasets of scientific papers through batch jobs to summarize findings and generate embeddings for similarity search. The 24-hour SLA provides cost-effective inference for projects with flexible timelines, enabling scalable analysis without real-time constraints.
A marketing agency creates product descriptions and ad copy for hundreds of items by batching requests with structured JSON outputs. Using the autobatcher feature streamlines workflow, allowing bulk generation overnight at reduced rates to meet campaign deadlines efficiently.
A company integrates the Doubleword batch API into their platform to offer AI-powered services like document analysis or content moderation to clients. They mark up the low-cost batch processing (e.g., 50-60% cheaper than real-time) to generate recurring revenue while managing large-scale workloads.
A consultancy uses batch inference to process client data logs, such as customer feedback or transaction records, delivering insights via structured reports. By leveraging the 24-hour SLA for cost savings, they offer competitive pricing for bulk analysis projects with predictable turnaround times.
Developers build specialized tools, like automated essay grading or legal document review, that rely on batch processing for high-volume tasks. They monetize through software licenses or SaaS subscriptions, benefiting from reduced operational costs due to Doubleword's pricing tiers.
💬 Integration Tip
Start with small JSONL files to test the workflow, and use the web console for initial monitoring before automating via API scripts.
Scored Apr 19, 2026
Audited Apr 17, 2026 · audit v1.0
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