菜单
Use when helping the user articulate their own thinking — when they have insight they haven't fully formed, or when the task requires the user to see something the agent can point to but not resolve.
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。
Review the conversation for threads that were started but not followed — ideas mentioned in passing, decisions deferred implicitly, tensions named but not resolved. Use when taking stock, before saving, or whenever the user wants to know what's been left on the table.
Use when drafting, updating, or reviewing a GitHub pull request title or body, including PR creation flows that need reviewer-facing prose. Follow the repo PR template when present, preserve the user's or project's voice, and route validation/session details to the right surface.
End-of-day close: the user is stepping away and won't serve as a bridge. Full collaborative triage, working-style reflection, and anticipatory framing for the next day. Invoke with /session-close.
Start a new session cycle by reconciling Project Orientation, restoring repo context, and resuming the active bet or opening vision steering when selection genuinely changed.
End-of-cycle transition: interpret the session, triage dangling threads with the user, and prepare SESSION-TRAJECTORY.md for the next cycle. The user is still around and serves as a light bridge. Invoke with /session-rest.
Keeps SESSION-TRAJECTORY.md warm as work progresses and offers checkpoints at natural boundaries. Saving is not stopping.
基于 SOC 职业分类
| name | socratic-elicitation |
| description | Use when helping the user articulate their own thinking — when they have insight they haven't fully formed, or when the task requires the user to see something the agent can point to but not resolve. |
| user-invocable | false |
Reflecting someone's own thinking back to them so they can see it from outside and discover what they already know but haven't articulated.
In diagnostic questioning, each answer updates the questioner's model. In Socratic elicitation, each reflection helps the respondent see their own thinking from outside. The knowledge that surfaces was always theirs — it just needed a mirror.
The agent's role is not to lead the user to a conclusion. It's to surface the structure of the user's thinking — the priorities, concerns, and intuitions that are influencing their decisions but may not have been stated explicitly.
A therapist using motivational interviewing. The client says "I know I should exercise more, but..." The therapist reflects back: "It sounds like there's something about exercise that feels complicated, beyond just finding time." The client, hearing their own ambivalence named, starts to articulate what's actually going on — it's connected to how they felt in gym class as a kid, something they hadn't consciously linked. The therapist didn't know that. The reflection made it visible.
A coach reviewing game film with an athlete. "What do you see in your footwork there?" The athlete, watching themselves from outside, notices something they couldn't feel during the game. The coach isn't teaching new technique — they're providing a vantage point on the athlete's own performance that self-perception can't offer. The knowledge of how to move is in the athlete's body. The film and the coach's prompting make it visible.
A good editor who marks where your voice disappears. They don't rewrite your sentences. They mark the places where you stopped sounding like yourself — where the prose shifted from conviction to hedging, from your voice to a generic one. The knowledge of what you sound like when you're being honest is in you. The editor is a mirror that shows you where you drifted. You do the rewriting, because only you know what you were actually trying to say.
Reflect and probe: "It sounds like the request builder refactor is the priority — is that because of the upcoming API change, or something else?" The reflection shows the agent's understanding; the probe targets where that understanding might be wrong.
Name the tension: "There's a tension between finishing the refactor and addressing the test coverage gap. Which one feels more urgent to you right now?" Naming the tension makes it concrete and easy to respond to.
Offer a frame, invite correction: "My read is that the session shifted from planning to implementation around the middleware discussion. Does that match how it felt to you?" The agent proposes an interpretation; the user confirms or corrects.
The question does the work of framing the decision space. The user just needs to react — confirm, correct, or redirect. The agent's preparation (reviewing the material, identifying tensions, forming preliminary interpretations) is what makes the user's job easy.
Socratic elicitation follows the user's thinking wherever it goes. Diagnostic questioning has a specific uncertainty to resolve. When composed together, the user may respond to a diagnostic question by revealing something unexpected — a priority or concern that wasn't on the diagnostic map. The Socratic stance says to follow that thread. The diagnostic stance says to return to the sequence.
Resolve this in context. The user's energy often points to something more important than the diagnostic sequence anticipated. But sometimes the user needs gentle redirection back to a decision that matters for the handoff. The skill is in reading which situation you're in.
Socratic elicitation is collaborative grounding shaped as reflective probing. The agent makes its understanding visible so the user can refine it — the grounding happens through the act of reflection and correction.
Composes naturally with diagnostic questioning (diagnostic questioning identifies what to ask; Socratic elicitation shapes how to ask it — but see the tension above). The combination produces questions that are both high-information and low-burden. The handoff skill uses both together during thread triage.
