菜单
Reduce AI build errors by enforcing clean context discipline: curated inputs, minimal file payloads, and explicit update loops.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use when a conversation is getting long, drifting, juggling multiple tasks, re-pasting the same files, or showing stale/confused context — and at the start of any new task. Triggers: long thread, context bloat, topic switch, repeated file uploads, 'why is it forgetting', degraded answers, finished one task and starting another.
Use when a user wants to deconstruct a complex problem, business challenge, product decision, strategy question, career crossroads, or stuck situation by stripping assumptions, identifying first principles, rebuilding options from foundational truths, and choosing one high-leverage action.
Audit role-based access control and permission drift across product surfaces.
Add a new feature to an existing @fabrk/* package following monorepo conventions
Build or rebuild the ADR index and dependency graph in AgentDB
Query AgentDB with semantic routing, hierarchical recall, causal graphs, and context synthesis
| name | clean-context-engineering |
| description | Reduce AI build errors by enforcing clean context discipline: curated inputs, minimal file payloads, and explicit update loops. |
Use this skill when model outputs drift, loop, or hallucinate due to noisy context.
