Inversion Exercise SKILL.md skillA
Inversion Exercise from vodailocz/kilo-kit-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vodailocz/kilo-kit-mcp/Inversion Exercise@v1.1.0Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vodailocz/kilo-kit-mcp
- Path
skills/problem-solving/inversion-exercise/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1.0, committed May 2, 2026
- Size
- 2,029 bytes
- Repository stars
- 27
- License
- Apache-2.0
Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Inversion Exercise ## Overview Flip every assumption and see what still works. Sometimes the opposite reveals the truth. **Core principle:** Inversion exposes hidden assumptions and alternative approaches. ## Quick Reference | Normal Assumption | Inverted | What It Reveals | |-------------------|----------|-----------------| | Cache to reduce latency | Add latency to enable caching | Debouncing patterns | | Pull data when needed | Push data before needed | Prefetching, eager loading | | Handle errors when occur | Make errors impossible | Type systems, contracts | | Build features users want | Remove features users don't need | Simplicity >> addition | | Optimize for common case | Optimize for worst case | Resilience patterns | ## Process 1. **List core assumptions** - What "must" be true? 2. **Invert each systematically** - "What if opposite were true?" 3. **Explore implications** - What would we do differently? 4. **Find valid inversions** - Which actually work somewhere? ## Example **Problem:** Users complain app is slow **Normal approach:** Make everything faster (caching, optimization, CDN) **Inverted:** Make things intentionally slower in some places …
Read the whole file at its exact version.
How to install
mdr add vodailocz/kilo-kit-mcp/Inversion Exercise@sha256:01786f5fd93aabb4The line at the top of this page pins the label v1.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_mkh2ti2mdfg7to7z)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 2, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2029 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vodailocz/kilo-kit-mcp · 27 stars · license Apache-2.0 · pushed 2026-10-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mkh2ti2mdfg7to7z GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/Inversion Exercise GET https://markdownregistry.com/api/v1/blob/01786f5fd93aabb4a4beb14f88104a2d16d57ffdf5f2a20054e17dfede1c9215
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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