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explore

Explore mode for codebase investigation and requirements clarification before committing to a change package. Use when requirements are unclear, a codebase investigation is needed before planning, options are being compared, or a risk scan is needed before a commit. Triggers on: "explore", "investigate", "look around", "understand the codebase", "scan for risks", "what's in here", "before I commit to anything". Stays in read-only observe mode — no files created — until an explicit artifact commit signal is received.

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forgivesam168/ai-dev-workflow
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July 15, 2026 at 18:17
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explore
description
Explore mode for codebase investigation and requirements clarification before committing to a change package. Use when requirements are unclear, a codebase investigation is needed before planning, options are being compared, or a risk scan is needed before a commit. Triggers on: "explore", "investigate", "look around", "understand the codebase", "scan for risks", "what's in here", "before I commit to anything". Stays in read-only observe mode — no files created — until an explicit artifact commit signal is received.
# Explore Mode Read-only investigation mode. Observe and analyze without creating artifacts until explicitly signaled to proceed. ## When to Enter Explore Mode Enter explore mode when any of the following apply: - Requirements are not yet clear; need to ask clarifying questions or read the codebase first - A codebase investigation is needed before a plan can be written - Option comparison is in progress (weighing approaches before deciding) - Risk scan needed before committing to a change package scope ## While in Explore Mode **No files are created or modified** until an explicit artifact commit signal is received. Permitted actions in explore mode: - Read files (`read` / `view` tools) - Search codebase (`search` / `grep` tools) - Ask the user clarifying questions - Build an internal understanding of the system Prohibited actions until signaled: - Creating or modifying `changes/` files - Creating or modifying any source or documentation file - Running `sync-dotgithub.ps1` ## Explicit Artifact Commit Triggers Explore mode ends and artifact creation begins **only** when one of the following explicit signals is received from the user: 1. `/proceed` 2. `"create change package"` 3. `"start brainstorm"` 4. `"I want to formalize this"` Any other phrasing that sounds like "let's start writing" should be confirmed with the user before exiting explore mode: "Do you want me to create a change package now?" ## Explore Mode Summary Output Before transitioning out of explore mode, produce a brief summary: ``` ## Explore Summary - **Scope**: [what was investigated] - **Key Findings**: [2–5 bullet points] - **Recommended Next Step**: [brainstorm / Simple or Standard plan / other, as selected under WORKFLOW.md] - **Risk Signal**: [Low / Med / High — brief rationale] ``` This summary becomes input to the brainstorm or plan step. ## Common Rationalizations 在進行 explore 探索過程中,AI 可能以下列藉口略過關鍵步驟: | 常見藉口 | 反制說明 | |---------|---------| | "看一看就夠了,不需要正式 explore" | ⛔ 非正式「看一看」沒有輸出物——Explore 必須產出 Findings 文件,才能作為 brainstorm/plan 的可靠輸入 | | "程式碼庫我已經很熟了,可以直接進入計畫" | 熟悉感不等於對當前狀態的準確掌握——任何超過兩週未接觸的程式碼庫,或涉及 brownfield 改動,均應重新 explore | | "Explore 會拖慢速度,直接開始實作更有效率" | 未探索就實作等於在未知地圖上規劃路線——explore 的時間投入遠低於因誤解現況而導致的返工成本 | ## Verification 在完成 explore 並準備移交產出物前,逐項確認(Gate = 交付前閘門;Verification = 自我完成確認): - [ ] `rg "## Findings\|## Key Findings" <output-file>` 有匹配(Findings 段落已存在) - [ ] Findings 含至少 2 個具體觀察(非「程式碼看起來正常」等模糊描述) - [ ] Risk Signal 已填寫(Low / Med / High + 一句理由) - [ ] Recommended Next Step 已依 `WORKFLOW.md` 的 Simple / Standard / High-Risk 模式明確記錄(brainstorm / plan / 其他具體行動) - [ ] Explore 範圍(Scope)已明確描述(調查了哪些模組/路徑/決策點) - [ ] 未建立或修改任何非 Explore 產出物的程式碼檔案(Explore = read-only) - [ ] 產出摘要可直接貼入 brainstorm-agent 或 plan-agent 的輸入脈絡
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