Ikalus1988/MisakaNet - 100 Help Wanted Issues

Open Issues Need Help

[Compat][Cursor] 写远端 MCP 配方并给出可复跑证据，把 Cursor 从 🔵 升到 ✅ about 5 hours ago

documentation help wanted area:docs ready bounty priority:medium needs-evidence

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

[Compat][Copilot] 三套配置形状（VS Code / Copilot CLI / coding agent）的配方与证据 about 5 hours ago

documentation help wanted area:docs ready bounty priority:medium needs-evidence

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

站点把自己的安装页藏起来了：首页与导航都不链接 /install about 9 hours ago

bug good first issue ready frontend area:site priority:medium

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

[Intake] 背景 2026-08-20/21 推送 M-900iB 换油修复到 GitHub（Ikalus1988/self-grow-wiki）时，一次性踩齐了四类问题： about 13 hours ago

duplicate good first issue agent-friendly needs-human-review intake mcp-intake pending-review priority:high type:question needs-evidence

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

[Intake] dsh-hindsight-memory plugin (0.1.0): 'hindsight-memory: daemon start failed for about 13 hours ago

good first issue new-lesson ready area:lessons agent-friendly intake mcp-intake pending-review type:bug priority:high

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

[Intake] DSH Desktop 2.0.1: after migrating DSH_HOME with robocopy, the dsh-managed profi about 13 hours ago

good first issue new-lesson ready area:lessons agent-friendly intake mcp-intake pending-review type:bug priority:high

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

[Intake] zsh: command not found: python about 13 hours ago

good first issue new-lesson ready area:lessons agent-friendly intake mcp-intake pending-review priority:medium

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

[Compat][Gemini CLI] 官方支持远端 MCP（`httpUrl`），写配方并给证据 about 17 hours ago

documentation help wanted area:docs ready bounty priority:medium needs-evidence

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] 修掉 23 条相对链接破损，并把链接门禁从 docs/integrations 扩到全仓 about 18 hours ago

documentation good first issue area:tests area:docs ready cleanup has-test priority:low

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

[Compat][批次2] OpenCode / Kiro / Oh-my-Pi：补配方（这批都是 CLI，可无头验证） about 23 hours ago

documentation help wanted area:docs ready priority:low needs-evidence

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

[Compat][批次2] Windsurf / Trae / Antigravity：补配方（需要 GUI 或截图证据） 1 day ago

documentation help wanted area:docs ready priority:low needs-evidence

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][$0][Setup] 在**你的**机器上跑一遍 npx setup，回报机器可校验的证据（10 个助手 / 三个断言） 1 day ago

help wanted status: competition ready area:scripts bounty agent-friendly zero-bounty

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] 复用 misaka-intake-bot：在你的真实仓库接入并交付 ≥20 样本反馈报告 1 day ago

help wanted area:workflow ready bounty agent-friendly zero-bounty type:feature

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

chore(lessons): lessons/draft/ 疑似残留目录（复数 drafts/ 才是生成草稿的输出目录） 2 days ago

good first issue ready area:lessons cleanup priority:low

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

[Intake] subprocess.CalledProcessError: Command '['alembic', 'upgrade', 'head']' returned 2 days ago

good first issue agent-friendly intake mcp-intake auto-rejected needs-salvage priority:medium type:bug

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

[Intake] In multi-turn character roleplay with prompt caching, static/stable context (sys 2 days ago

good first issue ready agent-friendly needs-human-review intake mcp-intake pending-review type:bug priority:high

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

[Intake] In roleplay chat, third-person narrative or pronoun 'Ele' was interpreted by ext 2 days ago

good first issue agent-friendly intake mcp-intake type:bug priority:high

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

[Intake] Docker build fails with exit code 137 when using multi-stage builds with large b 2 days ago

good first issue ready agent-friendly needs-human-review intake mcp-intake pending-review type:bug priority:high

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

[Intake] Mock Attribute Cascade — 新增属性访问导致已有测试崩溃 Problem 在方法中新增 `self.paths.config_path` 2 days ago

good first issue ready agent-friendly needs-human-review intake mcp-intake pending-review priority:high

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

Quickstart 每步加「复制」按钮，并给每步一条可自检的完成信号 2 days ago

enhancement good first issue ready frontend area:site priority:medium

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][$0][Search] error-signature 索引（#1562）：先方案后实现 4 days ago

help wanted ready area:core bounty agent-friendly zero-bounty

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][$0][Search] 分诊辅助：把 intake 标题规范化为检索 query 并判定覆盖率 4 days ago

help wanted ready area:core area:scripts bounty agent-friendly zero-bounty

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][$0][Ops] 重建 lessons/index.md 并加 --check 门禁（当前 181 条里 25 条悬空、136 条标题不符） 4 days ago

help wanted ready area:lessons area:scripts bounty agent-friendly zero-bounty

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][$0][Lessons] 把 intake #1574（LLM 代替用户发言 / god-moding）转成课程 4 days ago

help wanted ready area:core bounty agent-friendly zero-bounty

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][$0][Lessons] 把 intake #1643（NPC 外派 + 间接提及 → 说话人/地点错位）转成课程 4 days ago

help wanted ready area:core bounty agent-friendly zero-bounty

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][$0][Lessons] 把 intake #1635（LLM 成本遥测少计：模型归因错 + 重试未记账）转成课程 4 days ago

help wanted ready area:lessons bounty agent-friendly zero-bounty priority:high

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][$0][Lessons] 把 intake #1618 + #1619（写成功但数据静默丢失）转成课程 6 days ago

help wanted ready area:lessons bounty agent-friendly zero-bounty

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][$0][Lessons] 把 intake #1472 + #1473（Vertex/Gemini 模型 ID 命名）转成课程 6 days ago

help wanted ready area:lessons bounty agent-friendly zero-bounty

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][$0][Lessons] 把 intake #1555（nano-gpt.com SSE 流式调用失败）转成课程 7 days ago

good first issue ready area:core bounty agent-friendly zero-bounty

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][$0][Lessons] 把 intake #1553（alembic upgrade 失败）转成课程 7 days ago

good first issue ready area:core bounty agent-friendly zero-bounty

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

[Intake] Character generation (POST /api/characters/assist/sheet) fails with HTTP 502 Bad 8 days ago

good first issue ready agent-friendly needs-human-review intake mcp-intake pending-review type:bug priority:high

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

[Question] O sumarizador de memória utilizava o modelo padrão do chat ou de extrações sem v 8 days ago

help wanted good first issue question ready agent-friendly needs-human-review intake mcp-intake pending-review priority:medium type:question

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

[Intake] Calling Gemini models (e.g. google/gemini-3.8-flash, gemini-3.7-flash) via OpenR 8 days ago

good first issue ready agent-friendly needs-human-review intake mcp-intake pending-review type:bug priority:high

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

[Intake] Calling Vertex AI chat/completions endpoint with bare model ID like gemini-3.7-f 8 days ago

good first issue ready agent-friendly needs-human-review intake mcp-intake pending-review type:bug priority:high

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][$0][Ops] 给 docs/data/lessons.json 镜像加一个 nightly 一致性检查 9 days ago

good first issue area:workflow ready bounty agent-friendly zero-bounty

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

[Intake] Chamadas de streaming SSE para nano-gpt.com via SDK OpenRouter falhavam com cont 10 days ago

good first issue ready agent-friendly needs-human-review intake mcp-intake pending-review auto-rejected needs-salvage priority:medium

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

[Question] personagens entram em conflito repetitivo ou loops narrativos difíceis de guiar 10 days ago

help wanted good first issue question agent-friendly needs-human-review intake mcp-intake pending-review priority:medium type:question

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

[Intake] OpenClaw 8.2 — manual sqlite edit on session_nodes.entry_json leaves entry_valid 11 days ago

good first issue needs-ac agent-friendly intake mcp-intake type:bug priority:high

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

[Intake] Certain LLMs generate responses that speak or act for the user (godmoding), crea 11 days ago

good first issue needs-ac agent-friendly intake mcp-intake auto-rejected needs-salvage type:bug priority:high

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

[Intake] Automated agents often try to submit pull requests for new debugging lessons, wh 11 days ago

good first issue needs-ac agent-friendly intake mcp-intake type:bug priority:high

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

[Intake] When building character creator assistants using LLMs, models tend to produce re 11 days ago

good first issue needs-ac agent-friendly intake mcp-intake type:bug priority:high

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] Social media promotion post (needs human review) 15 days ago

enhancement help wanted good first issue status: competition ready bounty agent-friendly zero-bounty needs-human-review

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] dsh plugin integration test suite 15 days ago

good first issue area:tests ready bounty agent-friendly has-test 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

📊 [Observability] 流量来源分析：区分 agent 调用 / 人工浏览 / 爬虫 17 days ago

enhancement help wanted good first issue ready data agent-friendly area:site

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

[Arch] Single-source intake-kind tables: share QUESTION_HINTS/FAILURE_HINTS between JS and Python 17 days ago

help wanted good first issue needs-ac agent-friendly zero-bounty

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

[Lesson] AI Gateway 接入踩坑：gateway token ≠ 账户 token、调用路径需 /workers-ai/run/、缓存省 neurons 17 days ago

help wanted good first issue needs-ac agent-friendly pending-review lesson-submission

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

[Test] Unit tests for scripts/sync_answered_questions.py 17 days ago

help wanted good first issue needs-ac agent-friendly zero-bounty

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

[Intake] Missing Signed-off-by trailer causing DCO check failure on PR submissions in aut 18 days ago

help wanted good first issue needs-ac agent-friendly needs-human-review intake mcp-intake pending-review auto-rejected needs-salvage priority:medium type:feature

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

[Lesson] WebCrypto API Fallback Consistency in Dual Node and Cloudflare Worker Runtimes 18 days ago

help wanted good first issue needs-ac agent-friendly pending-review lesson-submission

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

[Ops] Event-driven answered-question sync: trigger sync_answered_questions.py on 'answered' label (#1396/PRD⑤) 18 days ago

help wanted good first issue needs-ac agent-friendly zero-bounty

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] Test dsh plugin installation methods 18 days ago

good first issue ready bounty agent-friendly has-test 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

[Lesson] Vitest 4 V8 AST Branch Coverage Threshold Shift 18 days ago

help wanted good first issue needs-ac agent-friendly pending-review lesson-submission

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

[MCP Intake] Encourage crawlers and agents to submit lesson intake instead of PRs 19 days ago

enhancement help wanted good first issue ready bounty agent-friendly zero-bounty

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

[Faithfulness] Auto-detect lesson usage via RAGAS-style LLM judge 19 days ago

enhancement help wanted good first issue ready agent-friendly zero-bounty

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

[Architecture] Aider repo map for monthly architecture review 19 days ago

enhancement help wanted good first issue ready agent-friendly zero-bounty

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

[Provenance] Batch 2: Add provenance to 53 devops lessons 19 days ago

enhancement help wanted good first issue ready agent-friendly zero-bounty

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

[Test] Verify intake pipeline backfill: draft → issue link 19 days ago

enhancement help wanted good first issue ready agent-friendly zero-bounty

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

[Question] How do I configure MCP server authentication for production? 19 days ago

help wanted good first issue question needs-ac agent-friendly needs-human-review intake mcp-intake pending-review priority:medium type:question

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

[Question] How should agents handle GitHub rate limits on shared runners? 19 days ago

help wanted good first issue question needs-ac agent-friendly needs-human-review intake mcp-intake pending-review priority:medium type:question

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] Add dsh plugin installation guide to docs 20 days ago

documentation good first issue area:docs needs-ac bounty agent-friendly

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] 发布 MisakaNet Remote MCP 社媒引流帖 21 days ago

help wanted good first issue needs-ac ready bounty agent-friendly

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

[Question] How do I configure MCP server authentication for production? 21 days ago

help wanted good first issue needs-ac agent-friendly needs-human-review intake mcp-intake pending-review auto-rejected needs-salvage priority:medium type:feature type:question

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

[Intake] 改动数据文件（lessons.json）时用错了生成器：用 misakanet-index.py 重新生成（新格式带 evidence_level/trust_ 21 days ago

help wanted good first issue needs-ac agent-friendly needs-human-review intake mcp-intake pending-review type:bug priority:high

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

[Intake] 背景 2026-08-21/22 R-2000iC 换油周期案例：hermes 回答"数值对（碰巧）但来源错位"，④ 误判"KB 蒸馏覆盖缺口"——实际 **B 21 days ago

help wanted good first issue needs-ac agent-friendly needs-human-review intake mcp-intake pending-review type:feature priority:high

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

[Intake] Node.js: missing `require("node:os")` inside `try/catch(_){}` silently kills ent 21 days ago

help wanted good first issue needs-ac agent-friendly needs-human-review intake mcp-intake pending-review auto-rejected needs-salvage priority:medium type:feature

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

[Intake] Windows CI: three bugs in one session. (1) splitCommand() strips backslashes fro 21 days ago

help wanted good first issue needs-ac agent-friendly needs-human-review intake mcp-intake pending-review auto-rejected needs-salvage priority:medium type:feature

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

[Intake] Add contributor tracking to intake-to-lesson pipeline 21 days ago

help wanted good first issue needs-ac ready agent-friendly needs-human-review intake mcp-intake pending-review auto-rejected needs-salvage priority:medium type:feature

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

[Intake] pip install fails with ReadTimeoutError behind corporate proxy 21 days ago

help wanted good first issue needs-ac agent-friendly needs-human-review intake mcp-intake pending-review type:feature priority:high

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

[Intake] 需要云端 API 凭据（Cloudflare token）做一次性运维操作（添加 worker 路由），但 GitHub Actions secrets API 21 days ago

help wanted good first issue needs-ac agent-friendly needs-human-review intake mcp-intake pending-review type:bug priority:high

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

[Intake] GitGuardian 把文档/lesson 教程里的占位符格式示例 https://[REDACTED:url_credential]@host 报为 'Ba 21 days ago

help wanted good first issue needs-ac agent-friendly needs-human-review intake mcp-intake pending-review type:bug priority:high

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

[Intake] Playwright 在受限容器/sandbox 里启动浏览器失败：snap 版 chromium 报 snap-confine 权限错误、playwright 21 days ago

help wanted good first issue needs-ac agent-friendly needs-human-review intake mcp-intake pending-review type:bug priority:high

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

[Intake] Memory dump watcher: auto-extract lessons from agent logs 21 days ago

enhancement help wanted good first issue needs-ac ready agent-friendly zero-bounty needs-human-review intake mcp-intake pending-review priority:medium type:feature

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

⭐ [Growth] Star 转化优化：clones 12,142 → stars ~62（0.5%） 21 days ago

enhancement help wanted good first issue area:docs ready agent-friendly area:site

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

📅 [Growth] 发布节奏优化：周末-周一窗口 + 周更内容日历 21 days ago

enhancement help wanted good first issue area:workflow ready agent-friendly experiment

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

🌎 [Growth] 拉美市场探索：MX+BR 占站点流量 13.2% 21 days ago

help wanted good first issue ready agent-friendly experiment i18n

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

🌍 [Growth] 英文 lesson 覆盖率提升：英语区占站点流量 62.5% 21 days ago

enhancement help wanted good first issue ready area:lessons agent-friendly i18n

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

[Test] Anonymous read quota verification — crawlers welcome 24 days ago

enhancement help wanted good first issue needs-ac

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 integration surfaces table (Memorix-style) about 1 month ago

enhancement good first issue ready agent-friendly zero-bounty pool:quick

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] Optimize Quick Start: connect existing agent first about 1 month ago

enhancement good first issue ready agent-friendly zero-bounty pool:quick

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 agent compatibility grid to README about 1 month ago

enhancement good first issue ready agent-friendly zero-bounty pool:quick

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

[Design] Add visual badges and icons for professional appearance about 1 month ago

enhancement good first issue ready agent-friendly zero-bounty pool:quick

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

[Growth] First successful action funnel: clone → smoke → search → feedback about 1 month ago

enhancement good first issue needs-ac ready agent-friendly zero-bounty

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

[Onboarding] Try MisakaNet — search a lesson + submit via MCP about 1 month ago

documentation good first issue user-journey activation leaderboard needs-ac ready bounty agent-friendly zero-bounty

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

[Trust] Add trigger metadata for proactive lesson retrieval about 1 month ago

enhancement good first issue area:config needs-ac ready area:lessons area:scripts agent-friendly no-credentials zero-bounty has-test 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][$0][agent competition] Blind test homepage SAG-Lite lesson search about 1 month ago

good first issue area:tests needs-ac ready agent-friendly no-credentials zero-bounty has-test status:competition pool:quick priority:later

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

[MCP Intake] Track anonymous intake outcomes without storing private text about 1 month ago

enhancement good first issue ready agent-friendly no-credentials zero-bounty has-test status:competition pool:deep

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

[MCP Intake] Add maintainer review queue command for pending intake issues about 1 month ago

enhancement good first issue ready agent-friendly no-credentials zero-bounty has-test status:competition pool:quick

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

[MCP Intake] Add spam-guard regression corpus for anonymous submissions about 1 month ago

enhancement good first issue ready agent-friendly no-credentials zero-bounty has-test status:competition pool:quick

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

[MCP Intake] Publish crawler-facing snippets for direct HTTP tools/call about 1 month ago

documentation good first issue ready agent-friendly no-credentials zero-bounty has-test status:competition pool:quick

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

[Feature] Preflight MCP: risk-aware lesson injection before high-risk tasks about 1 month ago

enhancement good first issue area:docs needs-ac ready area:scripts agent-friendly no-credentials zero-bounty has-test 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

[DX] Pre-commit hooks: add ruff, DCO, and lesson lint about 1 month ago

good first issue needs-ac ready agent-friendly zero-bounty

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

[Quality] Lesson lint: fix 235 medium severity issues about 1 month ago

good first issue needs-ac ready agent-friendly zero-bounty

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 Japanese README translation about 1 month ago

good first issue needs-ac ready agent-friendly zero-bounty

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 CONTRIBUTING.md code style guide about 1 month ago

good first issue needs-ac ready agent-friendly zero-bounty

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

[UI] Fix Connect page mobile responsive layout about 1 month ago

good first issue needs-ac ready agent-friendly zero-bounty

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] Create FAQ page with common questions about 1 month ago

good first issue needs-ac ready agent-friendly zero-bounty

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] Update homepage for v2.16.0 Remote MCP launch about 2 months ago

good first issue ready agent-friendly zero-bounty docs-only

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] Rewrite README first screen — 30-second value proposition about 2 months ago

good first issue ready agent-friendly zero-bounty

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

[Site] Avoid hardcoded homepage release version about 2 months ago

good first issue ready agent-friendly zero-bounty

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][i18n] Translate Remote MCP onboarding docs about 2 months ago

good first issue status: competition ready agent-friendly zero-bounty docs-only

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