Use when manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
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hybridlabor-api/aos62026년 10월 16일 업데이트
무료GitHub에 공개
synapse-integration-skill
Use when global skill for BDB Synapse (3D Codebase Visualizer) integration.
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SKILL.md(원문)
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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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같은 저장소의 스킬
Use when a hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
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hybridlabor-api/aos62026년 10월 16일 업데이트
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.
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hybridlabor-api/aos62026년 10월 16일 업데이트
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.
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hybridlabor-api/aos62026년 10월 16일 업데이트
Harness patterns for coding agents — memory, permissions, context engineering, delegation, skills, hooks, bootstrap.
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hybridlabor-api/aos62026년 10월 16일 업데이트
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.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
hybridlabor-api/aos62026년 10월 16일 업데이트