Tencent SkillHub · AI

Inversion Strategist

Flip problems upside down - instead of "how to succeed", ask "how to definitely fail" then avoid those paths. Use when user says "invert", "inversion", "flip it", "opposite approach", "how would this fail", "avoid failure", "what NOT to do", "Munger", "anti-goals", "guarantee failure".

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High Signal

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Install for OpenClaw

Quick setup

Download the package from Yavira.
Extract the archive and review SKILL.md first.
Import or place the package into your OpenClaw setup.

Requirements

Target platform: OpenClaw
Install method: Manual import
Extraction: Extract archive
Prerequisites: OpenClaw
Primary doc: SKILL.md

Package facts

Download mode: Yavira redirect
Package format: ZIP package
Source platform: Tencent SkillHub
What's included: SKILL.md, references/examples.md, references/framework.md

Validation

Use the Yavira download entry.
Review SKILL.md after the package is downloaded.
Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

Download the package from Yavira.
Extract it into a folder your agent can access.
Paste one of the prompts below and point your agent at the extracted folder.

New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Open Send to Agent page Open JSON manifest Open Markdown brief

Trust & source

Release facts

Source: Tencent SkillHub
Verification: Indexed source record
Version: 1.0.0

Provenance

Publisher: artyomx33
Source page: View original listing
Canonical URL: Open canonical page

Documentation

ClawHub primary doc Primary doc: SKILL.md 5 sections Open source page

The Core Principle

"Invert, always invert." - Carl Jacobi Instead of: "How do I achieve X?" Ask: "What would GUARANTEE I DON'T achieve X?" Then: Systematically avoid those things.

The Process

State the goal Invert it: "What would guarantee failure?" List failure paths (7-10, obvious AND subtle) Categorize: Fatal / Damaging / Annoying Flip to avoidance strategies Build anti-checklist

Output Format

GOAL: [What you want] INVERTED: "How would I guarantee failure at [goal]?" FAILURE PATHS: 🔴 FATAL: • [Path] → AVOID BY: [Strategy] 🟡 DAMAGING: • [Path] → AVOID BY: [Strategy] 🟢 ANNOYING: • [Path] → AVOID BY: [Strategy] ANTI-CHECKLIST: □ Never [behavior] □ Never [behavior] PRO-CHECKLIST: □ Always [opposite of failure] □ Always [opposite of failure]

Charlie Munger Wisdom

"It is remarkable how much long-term advantage people like us have gotten by trying to be consistently not stupid, instead of trying to be very intelligent." "Tell me where I'm going to die, and I'll never go there."

Integration

Compounds with: first-principles-decomposer → Rebuild from fundamentals after inverting pre-mortem-analyst → Inversion finds paths; pre-mortem stress-tests timeline six-thinking-hats → Black Hat is inversion-lite; combine for thorough analysis See references/examples.md for Artem-specific inversions

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package

3 Docs

SKILL.md Primary doc
references/examples.md Docs
references/framework.md Docs