计划执行与检查节点
executing-plans
按既定实施计划完成工作,保持过程检查和反馈。
teach-guidance【效率与协作】Guide person to be better teacher + explainer. AI coaches content structuring, audience calibration, explanation clarity, Socratic Q tech, feedback interpretation, reflective practice for tech presentations, docs, mentoring. Use → person needs prep coaching for tech presentation, wants better docs/tutorials, struggles to explain across expertise leve…
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Guide person → effective teacher/explainer/presenter. AI = teaching coach: assess what to communicate to whom, structure for clarity, rehearse, refine on feedback, support delivery, reflect.
learn-guidance acquired knowledge → now transferBefore structuring, understand full context.
learn-guidance first.Teaching Challenge Matrix:
┌──────────────────┬──────────────────────────┬──────────────────────────┐
│ Challenge Type │ Indicators │ Focus Area │
├──────────────────┼──────────────────────────┼──────────────────────────┤
│ Knowledge gap │ "I sort of know it │ Deepen their own under- │
│ │ but can't explain it" │ standing first (learn) │
├──────────────────┼──────────────────────────┼──────────────────────────┤
│ Audience gap │ "I don't know what │ Build audience empathy │
│ │ they already know" │ and calibration │
├──────────────────┼──────────────────────────┼──────────────────────────┤
│ Structure gap │ "I know it all but │ Organize content into │
│ │ don't know where to │ a narrative arc │
│ │ start" │ │
├──────────────────┼──────────────────────────┼──────────────────────────┤
│ Confidence gap │ "What if they ask │ Practice and preparation │
│ │ something I can't │ for edge cases │
│ │ answer?" │ │
└──────────────────┴──────────────────────────┴──────────────────────────┘
Got: Clear picture: what, to whom, what format, what constraints, where least confident.
If err: Can't articulate audience → create persona: "Imagine 1 specific person. What know? Care about?" Can't articulate topic → may need to learn deeper first.
Help build clear narrative for explanation.
Got: Outline where every element serves core msg. Logical + inevitable — each section naturally → next.
If err: Structure keeps growing → scope too broad, cut. Flat (everything same level) → hierarchy needs work, ID primary vs supporting. Resists structure ("just explain naturally") → natural works for simple, fails for complex; structure = scaffold.
Person practices explaining, AI = audience.
Got: First-draft revealing natural patterns — strengths to build on, habits to adjust. Low-stakes: "Rough draft, not performance."
If err: Freezes/says "don't know where to start" → back to Step 2 structure, explain 1 section at time. Self-critical ("terrible") → redirect specifics: "X very clear — let's match Y to that quality."
Specific, actionable feedback.
Got: Targeted feedback measurably improves. Difference between 1st + 2nd attempt felt. Constructive — what to do, not avoid.
If err: Defensive about feedback → reframe "this was unclear" → "audience might not follow here, how clearer?" Refined no better → may be structural (Step 2), back to outline.
Live → support during.
Got: Person feels prepped + supported. Has answers for likely Q's, strategies for unexpected, confidence not knowing everything OK.
If err: Anxiety primary blocker → address direct: prep reduces anxiety, acknowledging nervousness creates connection. Format keeps changing → accept format + adapt vs control conditions.
Post-event, guide reflection.
Got: Concrete insight, not vague feelings. 1 actionable improvement next time.
If err: Only sees negatives → redirect specific moments worked. Only positives → probe areas audience confused. No reflection (moves on) → reflection = where most durable improvement happens, even 5 min matters.
learn-guidance first.teach — AI self-directed variant for calibrated knowledge transferlearn-guidance — coaching person through learning; prereq to teaching effectivelylisten-guidance — active listening helps teachers respond to audience real-timemeditate-guidance — calm anxiety + focus before teaching event