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ContextGO GSD (Get Stuff Done) workflow reference. Activates when the user mentions "GSD", "workflow", "context lifecycle", or wants to understand the full recall-execute-persist loop. Requires: contextgo CLI (pip install contextgo or bash skills/install.sh).
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Search and recall context from ContextGO local session index. Activates when the user asks about past work: "what did I do with X", "find that thing", "search history", "recall", "context for Y", or any question about previous sessions, decisions, or commands. Requires: contextgo CLI.
Persist key conclusions, decisions, and lessons to ContextGO local memory. Activates when the user solves a hard problem, makes an architectural decision, finishes a task, or says "save this", "remember this", "note this", "wrap up". Also activates proactively when a significant decision should survive across sessions. Requires: contextgo CLI.
| name | contextgo-gsd |
| version | 0.9 |
| description | ContextGO GSD (Get Stuff Done) workflow reference. Activates when the user mentions "GSD", "workflow", "context lifecycle", or wants to understand the full recall-execute-persist loop. Requires: contextgo CLI (pip install contextgo or bash skills/install.sh). |
GSD is the three-phase loop that runs across every coding session. GSD 是贯穿每个编程会话的三阶段循环。
No cloud. No MCP. No server. The AI agent calls the local CLI directly. 无云、无 MCP、无服务器。AI 智能体直接调用本地 CLI。
Run at session start or when switching tasks. 在会话开始或切换任务时执行。
# What was I working on? / 我之前在做什么？
contextgo semantic "<current task or project>" --limit 3
# Find a specific decision or fix / 查找特定决策或修复
contextgo search "<keyword>" --limit 5
# Exact match: error message or log line / 精确匹配：错误信息或日志行
contextgo search "<exact phrase>" --limit 5 --literal
When the user uses relative dates such as "昨天 / yesterday / 上次", normalize them to an absolute date first, then add one workspace anchor if known. Prefer 2-3 compact queries rather than one long keyword string.
用户使用“昨天 / 上次 / yesterday”这类相对时间时，先转成绝对日期；若工作区明确，再补一个工作区锚点。优先尝试 2-3 条紧凑查询，而不是一条很长的关键词串。
contextgo search "2026-04-14 ContextGO codex" --limit 5 --literal
contextgo search "2026-04-14 127.0.0.1:5050 monitoring codex" --limit 5 --literal
contextgo semantic "2026-04-14 Codex progress in ContextGO" --limit 3
semantic checks saved memory files first, then falls back to session history index.
search queries the index directly.
semantic 优先检查已保存记忆，再回退到会话历史索引。
search 直接查询索引。
Deliver results as: "You were working on X. Last session you decided Y. Next step was Z." Never paste raw CLI output.
结果呈现格式："你之前在做 X。上次会话决定了 Y。下一步是 Z。" 禁止粘贴原始 CLI 输出。
Work normally. The ContextGO daemon captures session transcripts and file changes in the background automatically. 正常工作。ContextGO daemon 在后台自动捕获会话记录和文件变更。
Mid-session recall when you hit an unknown: 遇到未知情况时随时召回：
contextgo search "that auth bug" --limit 3
If recall returns empty or stale results, diagnose: 若召回结果为空或陈旧，诊断索引：
contextgo health --verbose
At milestones, hard problems solved, or session end: 在里程碑、攻克难题或会话结束时执行：
contextgo save \
--title "Brief title of what was decided or learned" \
--content "Full explanation: file paths, rationale, gotchas, next steps" \
--tags "project,topic,type"
Save / 应保存：
Do not save / 不应保存：
# Export context for another agent / 导出上下文给其他智能体
contextgo export "<query>" /tmp/handoff.json --limit 100
# Import on the receiving side / 接收端导入
contextgo import /tmp/handoff.json