ai-disruption-risk-audit SKILL.md skillA
ai-disruption-risk-audit from deciqai/knowledge-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add deciqai/knowledge-skills/ai-disruption-risk-audit@git:20261025.cb4e537Pins git:20261025.cb4e537 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- deciqai/knowledge-skills
- Path
ai-disruption-risk-audit/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261025.cb4e537, committed Oct 25, 2026
- Size
- 8,034 bytes
- Repository stars
- 13
- License
- MIT
"Activate when: user says 'will AI disrupt us?', 'which parts of our business will AI replace?', 'is our moat still there in the AI era?', 'run an AI impact assessment', or customers have started using AI tools to do work they used to pay us for, or an AI-native competitor has entered at a much lower price.
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
# AI Disruption Risk Audit ## Overview AI does not hit a company evenly. Inside one business, some activities see their price collapse (they are commoditized) while others become scarcer and more valuable (they are reinforced). Research on AI's effect on work finds the same unevenness at task level: capability is a "jagged frontier," improving some tasks and worsening others of similar apparent difficulty (Dell'Acqua et al., 2023). The core mechanism: **break the business into its value chain → score each activity for AI substitutability and cost collapse → judge whether customers can route around you → find where advantage migrates → decide hold / attack / retreat per activity.** The unit of analysis is the activity, not the company, because disruption arrives one activity at a time. Compose with [value-chain-analysis](../value-chain-analysis/SKILL.md) (break into activities) · [disruptive-innovation](../disruptive-innovation/SKILL.md) (low-end and new-market entry) · [economic-moat](../economic-moat/SKILL.md) (what advantage remains) · [switching-costs](../switching-costs/SKILL.md) (can customers leave) · [second-curve](../second-curve/SKILL.md) (when to jump). …
Read the whole file at its exact version.
How to install
mdr add deciqai/knowledge-skills/ai-disruption-risk-audit@sha256:4a12f12d12382704The line at the top of this page pins the label git:20261025.cb4e537, 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_5qaw4hpqdk6twedj)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 25, 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 (8034 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
deciqai/knowledge-skills · 13 stars · license MIT · pushed 2026-10-25 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5qaw4hpqdk6twedj GET https://markdownregistry.com/api/v1/resolve?ref=deciqai/knowledge-skills/ai-disruption-risk-audit GET https://markdownregistry.com/api/v1/blob/4a12f12d1238270474fc9a34b35909dea343249f6b74cf4cf2f4c6f138fe332e
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.