siphonclawHybrid document intelligence pipeline ingesting PDFs, images, and spreadsheets with OCR, visual and text search, and field fix capture for fast retrieval.
Install via ClawdBot CLI:
clawdbot install curtisgc1/siphonclawGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval (Calls external URL not in known-safe list
https://github.com/curtisgc1/siphonclaw.gitAI Analysis
The skill definition describes a local document intelligence pipeline with no evidence of sending user data to external servers, credential harvesting, or hidden malicious instructions. The external URL reference appears to be a source code repository, which is consistent with the tool's purpose, and the 'eval' mention is likely a false positive from a code example rather than an active threat.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 22, 2026
A technician takes a photo of a faulty circuit board in industrial equipment. Using siphonclaw_identify, the system recognizes the board model and retrieves the relevant service manual page via siphonclaw_search, providing step-by-step repair instructions and part numbers. The technician then saves the successful fix as a field note for future reference.
A researcher ingests hundreds of PDFs of academic papers and technical reports using siphonclaw_ingest. They use siphonclaw_search with hybrid retrieval to find relevant sections across documents based on complex queries, leveraging semantic and keyword matching to compile insights efficiently with confidence-scored citations.
A mechanic uploads service manuals and parts catalogs for various vehicle models. When diagnosing an issue, they search using error codes or part numbers via siphonclaw_search, quickly accessing wiring diagrams or repair procedures. Field notes capture common fixes, building a proprietary knowledge base over time.
Quality inspectors take photos of product labels or components on the assembly line. siphonclaw_identify analyzes the images, extracts OCR text for serial numbers, and searches internal documentation for specifications or compliance records, ensuring accuracy and reducing manual lookup time.
An adjuster ingests claim forms, photos of damage, and policy documents. They use siphonclaw_search to cross-reference details across files, identifying inconsistencies or relevant clauses. Visual search helps match damage photos to repair guidelines, speeding up claim validation.
Offer tiered subscriptions based on document volume, search queries, and user seats. Provide a cloud-hosted version with API access for enterprises, charging monthly or annually. Include premium features like advanced analytics and custom model training.
Sell perpetual licenses for on-premise deployment to industries with strict data privacy needs, such as defense or healthcare. Include installation support, maintenance fees, and optional updates. Target large organizations with sensitive document collections.
Provide API access with usage-based pricing, charging per document ingestion, search query, or identification request. Attract developers and small businesses needing flexible scaling without upfront costs. Offer free tiers for low-volume users to drive adoption.
💬 Integration Tip
Integrate siphonclaw_search into existing helpdesk or CRM systems to provide instant document retrieval, and use siphonclaw_field_note to capture user feedback for continuous knowledge base improvement.
Scored Apr 19, 2026
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
Manage Feishu (Lark) calendars by listing, searching, checking schedules, syncing events, and marking tasks with automated date extraction.
Process multiple items with progress tracking, checkpointing, and failure recovery.
cad reference tool
Search, install, and create OpenClaw skills using intelligent matching across built-in, local, and GitHub skill repositories.
Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for CLI design, argument parsing, interactive prompts, progress indicators, shell completions.