C — Moderate risk signals Graded October 16, 2026Several concerns worth a closer look before you install.Based on public adoption and transparency signals as of October 16, 2026. Our opinion, not a code audit or security guarantee.
App connector · Developer tools, Memory & knowledge
eklavya
Learn while your agent works. A Claude Code plugin that quizzes you on the concepts behind the code it just wrote — local knowledge graph, spaced repetition, optional commit gate.
Bottom line: Signal-based grade (3/7 points): listed in several sources, public source code. This reflects adoption and transparency, not a code review.
- Popularity score
- 45/100
- Rank
- #210 of 500
- GitHub stars
- 10
- Weekly downloads
- 6.4k
What it does
Eklavya intercepts code generated by Claude and automatically quizzes you on the underlying concepts using spaced repetition and a local knowledge graph. It can optionally gate code commits until you've demonstrated understanding, turning passive code review into active learning.
Who it’s for
Developers and technical leads who want to deepen their understanding of AI-generated code rather than blindly accept it. Teams investing in knowledge retention and reducing future maintenance debt.
Copy-paste setup
Check these steps against the project’s own instructions before running anything.
Install via npm:
npm install eklavya
For Claude Desktop integration, add to your claude_desktop_config.json:
{
"mcpServers": {
"eklavya": {
"command": "node",
"args": ["/path/to/eklavya/index.js"]
}
}
}
Verify exact setup against the project README (opens external site) before deploying.
Risks
- Local knowledge graph stores learning data; ensure sensitive code concepts are not logged if handling proprietary algorithms
- Quiz prompts sent to Claude may contain code snippets—review what gets transmitted if working with confidential codebases
- Commit gate feature requires filesystem/git write access; verify permissions are scoped to intended repositories only
- Early-stage tool (10 stars, ~6k weekly npm downloads); limited real-world security audit or supply-chain validation
- No explicit privacy policy documented; confirm data residency and retention if used in regulated environments
How to stay secure
Least-privilege permissions
- Limit repository access: Only connect eklavya to git repositories containing non-sensitive code. Avoid linking it to projects with trade secrets, proprietary algorithms, or client confidential work.
- Restrict filesystem scope: Configure the tool to write commits only to specific branches (e.g., a learning/sandbox branch) rather than granting access to main production code.
- Review npm account permissions: If installing eklavya in a shared development environment, use a service account with minimal package permissions rather than personal credentials.
- Audit git credentials: Ensure the git token used by eklavya has only "commit" and "push" rights—never allow broader administrative access.
Network isolation
- Control Claude API communication: Since quiz prompts are sent to Claude's servers, use network monitoring or firewall rules to confirm what code snippets leave your machine (test with dummy code first).
- Use private npm registry: If available in your organization, install eklavya from an internal mirror rather than the public npm repository to reduce supply-chain risk.
- Isolate on early adoption: Run eklavya on a dedicated development machine or container separate from production systems during initial testing phases.
Monitoring
- Log what gets stored locally: Regularly inspect the local knowledge graph database (typically in a hidden config folder) to confirm proprietary code concepts aren't being recorded unexpectedly.
- Track commit activity: Audit git commit history for commits made by eklavya to catch unauthorized or malformed changes.
- Monitor API calls: If possible, log outbound requests to Claude's API to track frequency, size, and content of transmitted code snippets.
Red flags to watch for
- Unexpected file changes: Alert if eklavya modifies files outside your configured repositories or branches without explicit user action.
- Sensitive data in quiz prompts: Stop using the tool immediately if you notice your proprietary code, API keys, or confidential logic appearing in quiz questions.
- Unverified npm updates: Do not auto-update eklavya; manually review release notes and GitHub issues for each version before upgrading, given the tool's early-stage status.
- Missing data retention details: Avoid using eklavya with regulated data (HIPAA, PCI-DSS, GDPR) until the maintainers publish explicit privacy and data residency documentation.
Alternatives
- Codeium (opens external site) – Code generation with built-in learning dashboards, but less focus on spaced repetition
- Anki + Claude integration (opens external site) – Manual flashcard creation paired with AI explanations
- GitHub Copilot for Business (opens external site) – Enterprise code generation without explicit knowledge-graph learning
- Cursor (opens external site) – IDE with chat and diff review, but no native quiz/spaced-repetition layer