dizest-summarizeSummarize long-form content — articles, podcasts, research papers, PDFs, notes, and more — using the Dizest API. Turn what you read into structured, searchab...
Install via ClawdBot CLI:
clawdbot install s-annam/dizest-summarizeGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.116ideas.com/v1/summarizeCalls external URL not in known-safe list
https://www.dizest.aiAI Analysis
The skill sends user-provided content to a documented third-party API (Dizest) for summarization, which is consistent with its stated purpose. While the external endpoint is not on a pre-approved list, there are no hidden instructions, credential harvesting patterns, or obfuscation of malicious behavior in the provided definition.
Audited Apr 16, 2026 · audit v1.0
Generated Feb 24, 2026
Researchers can use this skill to quickly summarize lengthy academic papers, extracting key findings, methodologies, and conclusions. This saves time during literature reviews and helps in synthesizing information from multiple sources for meta-analyses or grant proposals.
Business analysts can summarize industry reports, competitor analyses, and market research documents to generate concise briefs for stakeholders. This enables faster decision-making by distilling complex data into actionable insights without manual reading of lengthy PDFs.
Journalists and content creators can summarize podcasts, interviews, or articles from various sources to produce news digests or social media posts. This helps in keeping audiences informed with key takeaways from long-form audio or video content efficiently.
Legal professionals can summarize contracts, case files, or regulatory documents to identify critical clauses and obligations. This accelerates due diligence processes and aids in preparing summaries for clients or court proceedings.
Medical researchers and practitioners can summarize clinical studies, patient notes, or medical journals to stay updated on treatments and findings. This supports evidence-based practice by quickly extracting relevant data from dense scientific literature.
Charge users a monthly or annual fee for API access based on usage tiers, such as number of summaries per month. This provides recurring revenue and scales with user demand, appealing to both individual professionals and enterprise clients.
Sell credits that users purchase upfront to summarize content, with each summary consuming a set number of credits. This model offers flexibility for occasional users and can be integrated into existing platforms via API partnerships.
License the summarization technology to companies for embedding into their own products, such as internal knowledge bases or customer-facing apps. This generates high-value contracts through customization and support services.
💬 Integration Tip
Ensure the DIZEST_API_KEY is securely stored as an environment variable and implement Server-Sent Events (SSE) streaming for real-time summary delivery to enhance user experience.
Scored May 17, 2026
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