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Core Features

Simili Bot provides a comprehensive suite of AI-powered tools for managing GitHub repositories at scale. Simili Bot supports three powerful search backends to find related issues and pull requests.
  • GitHub Native (Zero-Config): Uses GitHub’s experimental hybrid search API. No external database or embedding API keys required for searching.
  • Qdrant (Advanced): Recommended for large organizations. Provides low-latency, high-accuracy semantic search across millions of issues.
  • BM25 (Fallback): Built-in keyword-based search that acts as a robust fallback if external APIs are rate-limited.

Search Backends

Learn how to choose the right search backend for your team.

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2. Duplicate Detection

Automatically identify duplicate issues and pull requests, even when the wording is completely different.
  • Cross-Repo Search: Find duplicates across your entire organization.
  • Confidence Scoring: Every potential duplicate is assigned a confidence score.
  • LLM Verification: Gemini or OpenAI performs a deep-logic check to confirm if two issues are truly describing the same problem.

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3. Intelligent Triage & Labeling

Save hours of manual triage with AI-suggested labels and issue routing.
  • Auto-Labeling: Suggests appropriate labels (e.g., bug, enhancement, documentation) based on the issue content.
  • Issue Routing: Automatically identifies the correct repository for an issue and can suggest or execute a transfer.
  • Quality Assessment: Evaluates the description quality and suggests improvements to the reporter.

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4. Claude Code Workflows

Simili Bot integrates with Anthropic’s Claude Code to automate complex pull request workflows.
  • Issue Implementation: Automatically start working on an issue when a specific label (e.g., implement) is added.
  • Doc Sync: Keeps your documentation in sync with code changes by watching specific paths.
  • Security Review: Triggers automated security audits using AI.
  • Custom Checklists: Generates dynamic PR review checklists based on the files changed.

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5. Automated Maintenance

Keep your repository clean with automated background tasks.
  • Auto-Closer: Confirmed duplicates are automatically closed after a grace period (e.g., 72 hours).
  • Batch Processing: Run mass analysis on thousands of historical issues via CLI.
  • Documentation Indexing: Use the learn command to index your repo’s documentation for better routing decisions.

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What’s New in v0.2.0