Ikalus1988

Ikalus1988/MisakaNet

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

204 stars 49 forks 204 watchers Python Apache License 2.0
agent-framework agent-network ai-agent claude devops distributed-memory git-based knowledge-graph knowledge-sharing langchain llm misaka-network multi-agent open-source python rag swarm-intelligence
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16 Open Issues Need Help Last updated: Jul 2, 2026

Open Issues Need Help

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[Docs] Add real MisakaNet lesson search demo to README about 2 hours ago
good first issue p1 ready docs
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
[UX] Productize MisakaNet lesson search on homepage and /search about 2 hours ago
good first issue p0 ready UX
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
[Ring-2 Task] Refactor Federated Endpoint Authentication with HMAC Signatures 4 days ago
enhancement good first issue
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
📝 [Ring 3] [Docs] Standardize metadata headers across lessons/ directory 9 days ago
documentation good first issue Ring-3
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
🧹 [Ring 3] [i18n] Translate core exception messages into English 21 days ago
documentation good first issue Ring-3
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
🧪 [Ring 3] [Test] Add edge case unit tests for BM25 keyword parsing 21 days ago
good first issue Ring-3 testing
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
[Zero-Bounty / Glory-Only] [Competition] CI Self-Heal — Workflow auto-retry with failure notification 23 days ago
enhancement help wanted good first issue status: competition
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
[Zero-Bounty / Glory-Only] [Competition] Hub Federation Prototype — Cross-repo lesson sync 24 days ago
enhancement help wanted good first issue status: competition
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
[Zero-Bounty / Glory-Only] Add asyncio.Lock gating and persistent connection to TelemetryPipeline 26 days ago
enhancement help wanted good first issue status: competition
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
[Zero-Bounty / Glory-Only] [Competition] Migrate sliding window audit into TelemetryPipeline 28 days ago
enhancement help wanted good first issue status: competition
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
[Zero-Bounty / Glory-Only] [Competition] i18n Lesson Support — Multi-language lesson metadata 28 days ago
enhancement help wanted good first issue status: competition
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
[Bounty $5] Lesson Scorer: Auto-Quality Scoring from Telemetry Data 29 days ago
enhancement good first issue
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
[Competition] Refactor telemetry to async producer-consumer pipeline 29 days ago
enhancement help wanted good first issue status: competition
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
docs: Add usage examples to README for each domain about 1 month ago
documentation good first issue
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
feat: Add 'docker' domain to lesson pipeline about 1 month ago
enhancement good first issue
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence
feat: Lesson quality scoring — auto-rank by usefulness about 1 month ago
enhancement help wanted
Ikalus1988/MisakaNet
204

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Python
#agent-framework#agent-network#ai-agent#claude#devops#distributed-memory#git-based#knowledge-graph#knowledge-sharing#langchain#llm#misaka-network#multi-agent#open-source#python#rag#swarm-intelligence