Use when manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
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hybridlabor-api/aos62026年10月16日 更新
免费在 GitHub 公开
synapse-integration-skill
Use when global skill for BDB Synapse (3D Codebase Visualizer) integration.
中文简介正在准备中。当前显示原文说明。
查看安装方法包含的文件（1）
- SKILL.md2.3 KB
SKILL.md（原文）
安装前可以查看交给 AI 代理的指令内容。
BDB Synapse Integration
This skill provides access to BDB Synapse tools (mindwalk, judge, adapter, citymap, model).
Use these tools to generate spatial 3D maps of codebases and evaluate multi-agent sessions.
- Initialization: When starting a new conversation in a project, trigger
synapse map <repo>to visualize the workspace. - Tools: The agent should use Synapse CLI to understand the codebase context spatially alongside memB and OpenWiki.
1. Overview
This skill provides domain-specific logic and rules for its respective BDB pipeline component to ensure standardization across multi-agent workflows.
2. When to Use
- Use when specifically requested by the user or triggered by an orchestration agent.
- Use when the current task aligns with the skill's domain.
- Exclude when standard tool execution is sufficient.
3. Core Process
- Read the provided context and ensure preconditions are met.
- Run the required script or tool and confirm the state change.
- Verify exit codes, file modifications, or DB counts to guarantee success before reporting completion.
4. Common Rationalizations
| Rationalization | Reality |
|---|---|
| "The code change was small, so I skipped updating OpenWiki docs." | Every state change must be reflected in the relevant system records. |
| "The ingest script exited without an error, so the memB index must be updated." | Silent failures happen; explicit verification of the side effect is mandatory. |
| "I'll let the /startcycle proceed without a defined rollback path." | Proceeding without a rollback path corrupts the workflow integrity and safety. |
| "I trust the cached agent registry instead of rescanning after a skill change." | Caches stale out quickly; explicit rescans prevent ghost failures. |
5. Red Flags
- Bypassing the verification step after a script execution.
- Proceeding to the next pipeline stage without confirming the previous stage's side effects.
- Ignoring domain-specific constraints listed in this skill.
6. Verification
- Verified script exit codes are explicitly checked.
- Confirmed target files or database records reflect the expected change.
- Ensured no silent failures were ignored before reporting success.
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同一仓库的技能
Use when a hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
中文简介正在准备中。当前显示原文说明。
hybridlabor-api/aos62026年10月16日 更新
Reference for how BDB structures autonomous software engineering work — the seven-node dispatcher graph (Architect, TechLead, UI/UX, Engineering, Media/EventTech, Reviewer, Shipping) that /startcycle-graph actually runs. Use when you need the high-level lifecycle framing without inventing your own process.
中文简介正在准备中。当前显示原文说明。
hybridlabor-api/aos62026年10月16日 更新
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary. This skill covers tool design from schema to error handling.
中文简介正在准备中。当前显示原文说明。
hybridlabor-api/aos62026年10月16日 更新
Harness patterns for coding agents — memory, permissions, context engineering, delegation, skills, hooks, bootstrap.
中文简介正在准备中。当前显示原文说明。
hybridlabor-api/aos62026年10月16日 更新
agenttrail: live map of a multi-agent build in the browser: which plan component is being worked on, by which agent or harness, what is done and what is stuck. Use when a multi-agent pipeline starts (/startcycle, /startcycle-graph, /teamwork-preview) or after a plan-canvas approve, when the user asks to see what the agents are doing ("live map", "build board", "who is running now"), or by yourself whenever a multi-agent run is under way — no user prompt needed.
中文简介正在准备中。当前显示原文说明。
hybridlabor-api/aos62026年10月16日 更新