القائمة
Assess task complexity before responding. Simple tasks get fast answers. Complex tasks get deep analysis.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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| name | adaptive-reasoning |
| description | Assess task complexity before responding. Simple tasks get fast answers. Complex tasks get deep analysis. |
| agents | all |
Before responding, quickly assess how complex this task is.
| Signal | Points |
|---|---|
| Multi-step logic (planning, debugging chains) | +3 |
| Ambiguity ("it depends", trade-offs) | +2 |
| Needs multiple tool calls | +2 |
| Math or formal reasoning | +2 |
| Novel problem, no clear pattern | +1 |
| High stakes (sending money, applying to job) | +1 |
Subtract:
| Signal | Points |
|---|---|
| Routine task (check email, read messages) | -2 |
| Clear single answer | -2 |
| Simple lookup/fetch | -3 |
| Score | How to Respond |
|---|---|
| 0-2 | Fast. One sentence. No filler. |
| 3-5 | Standard. Brief explanation + action. |
| 6-7 | Thorough. Think through steps, explain reasoning. |
| 8-10 | Deep. Full analysis, consider alternatives, structured output. |
Score 1: "what time is it" → Answer immediately. Don't search the web. Score 2: "mute the tv" → Execute tool. Say "Muted." Done. Score 3: "check my email" → Fetch emails, brief summary. Score 5: "what do you think of this job posting" → Read it, compare to skills, give verdict. Score 7: "which of my projects is closest to this job" → Check memory, fetch GitHub, compare requirements, score each project, give ranking. Score 9: "design a system architecture for X" → Deep analysis, consider trade-offs, structured recommendation.
Match effort to complexity. Don't write 3 paragraphs for "mute the tv". Don't give one sentence for "analyze this job posting against my skills".
