菜单
Goal-Oriented State Machine. Context-adaptive dispatcher that routes to the right analysis depth based on urgency, stakes, and expertise.
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。
基于 SOC 职业分类
Route any input through a branching question tree to narrow down the optimal response strategy before writing. Two stages — PERCEIVE (classify input) then ACT (select response). Covers all prompt types.
Generate exhaustive guesses about user input using ALL search methods with coverage tracking. Guessing is SEARCH through possibility space. Tracks space created vs space covered to ensure comprehensive exploration.
Systematically evaluate and select from a set of guesses, options, or possibilities. Combines ARAW analysis with prioritization to determine which guesses are strong, weak, actionable, or eliminable.
Extract hidden assumptions from any content. Surfaces what must be true for claims to hold, enabling deeper analysis.
Sub-orchestrator for analytical requests. Routes to decomposition, systems analysis, comparison, risk assessment, or synthesis based on what kind of analysis is needed.
Assume Right - Deep recursive rightness search. For every claim, assume it's right — find what must follow, then assume THOSE implications are right too. Recurse until bedrock. Track every claim found.
| name | gosm - Goal-Oriented State Machine |
| description | Goal-Oriented State Machine. Context-adaptive dispatcher that routes to the right analysis depth based on urgency, stakes, and expertise. |
| context | This is the default entry point. When a user needs help thinking through something and hasn't specified a skill, GOSM selects the appropriate depth. |
| output | {"format":"prose"} |
Input: $ARGUMENTS
Match analysis depth to the situation. Don't overthink low-stakes decisions. Don't underthink high-stakes ones.
Assess these five factors to select the right variant:
| Factor | Options |
|---|---|
| Urgency | URGENT (minutes) / SOON (hours) / NORMAL (days+) |
| Stakes | HIGH (major impact) / MEDIUM / LOW (minor) |
| Expertise | EXPERT (user knows domain) / INTERMEDIATE / NOVICE |
| Action Cost | CHEAP (reversible) / EXPENSIVE (one-shot) |
| Information | RICH (lots known) / MODERATE / SPARSE |
| Context | Variant | What It Does |
|---|---|---|
| URGENT + any | Lite | Find the ONE critical assumption. Test it. Act. |
| LOW stakes + CHEAP | Quick | Sanity check. If nothing's obviously wrong, proceed. |
| EXPERT + HIGH confidence | Check | Validate the user's plan. Find blind spots. |
| Post-action / reflecting | After | Learn from what happened. Update model. |
| MEDIUM stakes + NORMAL time | Standard | Balanced analysis: key claims, brief ARAW, action. |
| HIGH stakes + EXPENSIVE + NOVICE | Full | Comprehensive: invoke /pce |
| EXPLORING + NO DECISION NEEDED | Explore | Map the space, take a position, surface tensions. Not everything is a decision. |
User can override: "quick", "full", "just check this", "reflect on what happened", "just thinking about this".
For urgent situations. Find the ONE assumption that matters most.
For low-stakes, reversible decisions. Don't overthink.
For experts who have a plan. Don't explore — validate.
For reflecting on actions already taken.
Balanced analysis for medium-stakes situations.
For thinking, wondering, or exploring without a decision to make.
For high-stakes, expensive, novel situations. Invokes the full procedure engine.
→ /pce $ARGUMENTS
