Obsidian Tools
C+ 71 completed
Plugin
unknown / python · small
106
Files
21,849
LOC
2
Frameworks
9
Languages
Pipeline State
completedRun ID
#301486Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
76.67Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:38Deduplication group #59636
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (9)
business_logictestingFactoryFile ManagementLoggingSearchTestingConfigurationAuthentication
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🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
validate_paginationValidates and sanitizes provided offset and limit values, accepting an optional maximum limit constraint. It takes an offset, a limit, and an optional max_limit as inputs, and returns a tuple containing the validated integer offset, the validated integer limit, and a string indicating any error enco
get_current_dateRetrieves the current system date and formats it as a string. It accepts no inputs and returns the date formatted as YYYY-MM-DD. The function's notable side-effect is the call to the ok function, which wraps the returned date string.
log_interactionRecords a detailed record of an interaction by accepting a task description, the original query, a summary, and optional lists of files and the full response text. It attempts to write this structured data to a daily note file using an internal logging mechanism. If successful, it returns a confirma
AI Prompt
Create an agentic Obsidian vault manager using Python. I need it to function as an Obsidian sidebar plugin, a CLI chat agent, and an HTTP API. The core functionality should allow users to ask questions in natural language, perform semantic searches across notes, explore wikilinks, transcribe meeting recordings using Whisper, and conversationally manipulate or organize files and metadata. It must index the vault into ChromaDB and use an LLM agent orchestrated by MCP tools to interact with the content. Please ensure it supports hybrid search, link graph traversal, and frontmatter querying.
python obsidian agentic llm fastapi chromadb cli api markdown whisper
Generated by gemma4:latest
Catalog Information
Obsidian Tools is an agentic Obsidian vault manager that allows users to ask questions in natural language, search across notes semantically, explore wikilinks, transcribe meeting recordings, and manipulate and organize files and metadata conversationally.
Description
Obsidian Tools indexes your vault into a vector database and uses a Large Language Model (LLM) agent to search, read, and modify your notes. It offers hybrid semantic + keyword search with Reciprocal Rank Fusion, link graph traversal, frontmatter queries, date range filtering, folder browsing, and more.
الوصف
تستخدم أداة Obsidian Tools مؤشرًا في قاعدة البيانات لت索ق مخازنك و تستخدم وكيل اللغة الكبيرة لتحليل وتحديث ملاحظاتك. تقدم الأداة البحث الهجين بين الفهم semantics + البحث بالكلمات مع ترتيب Rank Reciprocal، تحليق الرابط، استفسار الملف الأمامي، تصفية التاريخ، تصفية المجلد، وغيرها.
Novelty
9/10Tags
vault-management semantic-search natural-language-processing note-organization file-manipulation metadata-editing
Technologies
chromadb fastapi openai uvicorn
Claude Models
claude-opus-4.6 claude-sonnet-4.6
Quality Score
C+
71.3/100
Structure
66
Code Quality
75
Documentation
78
Testing
70
Practices
65
Security
74
Dependencies
90
Strengths
- Good test coverage (56% test-to-source ratio)
- Consistent naming conventions (snake_case)
Weaknesses
- No LICENSE file \u2014 legal ambiguity for contributors
- No CI/CD configuration \u2014 manual testing and deployment
- Potential hardcoded secrets in 1 files
- 439 duplicate lines detected \u2014 consider DRY refactoring
- 2 'god files' with >500 LOC need decomposition
Recommendations
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a linter configuration to enforce code style consistency
- Add a LICENSE file (MIT recommended for open source)
- Move hardcoded secrets to environment variables or a secrets manager
Security & Health
6.6h
Tech Debt (A)
High
DORA Rating
A
OWASP (100%)
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
PASS
Quality Gate
A
Risk (1)
Unknown
License
3.2%
Duplication
Languages
Frameworks
FastAPI esbuild
Symbols
function161
constant56
variable34
method17
class6
interface1
API Endpoints (2)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility — the code-quality scanner for AI-generated software · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /chat | chat | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /chat/stream | chat_stream | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (9)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | business_logic | Detected business_logic layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 6 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Logging | Detected from 4 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 11 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 15 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 5 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Authentication | Detected from 4 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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All packages →8 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.