ia-meta-prompting
/install compound-eng-meta-prompting
Meta-Prompting
Enhanced reasoning via /commands or natural language. Commands combine left-to-right: /verify /adversarial. Auto-trigger when context warrants -- note which pattern applied. Output: apply the pattern inline, then mark the result (e.g., VERIFIED ANSWER:, REVISED ANSWER:, confidence tier).
Patterns
/think | /show -- Show reasoning step-by-step: decision points, alternatives considered, why each accepted/rejected. With /think doubt: after each step, flag what could be wrong and why before proceeding.
/adversarial | /argue -- After answering, steelman the opposing case. 3 strongest counterarguments ranked by severity. Identify blind spots and unstated assumptions.
/constrain | /strict -- Tight constraints: 3 sentences max, cite sources, no hedging. Override inline: /constrain 5 sentences.
/json | /format -- Respond in valid JSON code block, no surrounding prose unless asked. Default schema:
{"analysis": "string", "confidence_score": 85, "methodology": "string", "limitations": ["string"]}
Custom keys: /json {keys: summary, risks, recommendation}
/budget | /deep -- Extended thinking space (~500 words) showing dead ends and reasoning pivots, then clearly separated final answer.
/compare | /vs -- Compare options as table. Default dimensions: speed, accuracy, cost, complexity, maintenance. Custom: /compare [dim1, dim2].
/confidence | /conf -- Rate each claim 0-100. Flag below 70 as SPECULATIVE. Group by tier: HIGH (85+), MEDIUM (70-84), LOW (\x3C70). Include assumptions made and rate each 1-10 on confidence.
/edge | /break -- 5+ inputs/scenarios that break the approach. Code: null/empty, concurrency, overflow, encoding, auth bypass. Strategies: market conditions, timing, dependencies.
Auto-triggers on: security, validation, parsing contexts.
/verify-think | /check -- Three phases: (1) Answer direct response, (2) Challenge 3 ways it could be wrong, (3) Verify investigate each, update if needed. Mark final as VERIFIED ANSWER: or REVISED ANSWER:. Distinct from the /ia-verify slash command, which runs the full pre-PR verification pipeline.
Auto-triggers on: architecture decisions, critical choices, "Am I right?"
/flip | /alt -- Identify the approach you'd take by default and state it. Then propose an alternative that uses a different mechanism (different data structure, different layer, different abstraction). State the conditions under which the alternative beats the default. Override: /flip 3 for top 3 alternatives.
Auto-triggers on: architecture decisions where the "easy" answer may break at scale.
/assumptions | /presume -- Before answering, list every implicit assumption in the question/task. Then answer with assumptions explicit. The assumption list is often more valuable than the answer.
Auto-triggers on: architecture reviews, ambiguous requirements.
/premortem | /postmortem -- Assume the decision/project has already failed. Work backwards: what caused the failure? List 3-5 failure modes by likelihood. Focus on systemic risks, not edge cases.
/tensions | /perspectives -- Answer from two named opposing perspectives (e.g., security engineer vs. shipping PM). Focus output on where they disagree -- that's where the real insight lives. Override roles: /tensions [devops, security].
Combos
/analyze = /think + /edge + /verify-think -- Code reviews, architecture, security-sensitive work. Synthesize findings into a unified recommendation -- don't just concatenate pattern outputs.
Auto-triggers on: code review requests.
/trade = /confidence + /adversarial + /edge -- Trade ideas, position analysis, market thesis.
Auto-triggers on: trade/position discussions.
Conventions
- Separate combined pattern outputs with
--- - Keep core answer prominent -- patterns enhance, not bury the response
- Accept new pattern definitions mid-conversation ("Add
/eli5for explain like I'm 5") -- apply for the session
Verify
- Pattern marker present in output (e.g.,
VERIFIED ANSWER:for /verify) - Core answer remains prominent -- meta-reasoning enhances, doesn't bury it
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install compound-eng-meta-prompting - 安装完成后,直接呼叫该 Skill 的名称或使用
/compound-eng-meta-prompting触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
ia-meta-prompting 是什么?
Structured reasoning modifiers (/think, /verify, /adversarial, /edge, /confidence, /assumptions, etc.) to stress-test decisions, surface assumptions, or enum... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 279 次。
如何安装 ia-meta-prompting?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install compound-eng-meta-prompting」即可一键安装,无需额外配置。
ia-meta-prompting 是免费的吗?
是的,ia-meta-prompting 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
ia-meta-prompting 支持哪些平台?
ia-meta-prompting 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 ia-meta-prompting?
由 Ilia Alshanetsky(@iliaal)开发并维护,当前版本 v3.0.4。