eidolon-searchAI Agent memory search using SQLite FTS5. 90%+ token reduction (10x+) compared to reading full files. Use when the agent needs to search through markdown mem...
Install via ClawdBot CLI:
clawdbot install dev-jslee/eidolon-searchGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses system directories or attempts privilege escalation
/proc/Audited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
Researchers can index thousands of markdown notes and papers to quickly locate relevant studies or data points without manually scanning full documents. This saves time during literature reviews and helps compile references efficiently, especially when working with extensive personal knowledge bases.
Law firms can use this skill to search through case notes, legal memos, and markdown-formatted briefs for specific terms or phrases, reducing the need to read entire files. It aids in preparing for cases by quickly retrieving precedents or evidence from large document collections.
Development teams index technical documentation, meeting notes, and code comments in markdown to find solutions or historical decisions without browsing entire files. This improves onboarding and troubleshooting by enabling fast access to relevant information across project repositories.
Medical professionals can index patient notes and reports in markdown format to search for symptoms, treatments, or history keywords, streamlining data retrieval during consultations. It helps in managing large patient databases while maintaining privacy with local storage.
Writers and editors index drafts, research notes, and editorial guidelines to quickly find references or past content without reading full documents. This enhances productivity in content production by reducing time spent on manual searches across multiple files.
Offer a cloud-based version with automated indexing and search APIs for teams, charging monthly per user or data volume. This model provides recurring revenue through scalable access to enhanced search capabilities and integration with popular tools like Notion or Obsidian.
Sell on-premise licenses to large organizations needing secure, local deployment for sensitive data like legal or healthcare records. Include premium support, customization, and compliance features, generating high upfront and annual maintenance fees.
Release the core tool as open source to build community adoption, then monetize through paid plugins, advanced analytics, or hosted services. This model attracts users with free access while upselling enhanced features for professional use cases.
💬 Integration Tip
Integrate this skill by first indexing markdown directories, then using the search script in agent workflows to retrieve snippets before full context reading, saving tokens in limited-window scenarios.
Scored Apr 19, 2026
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