intelligence/systems-thinking SKILL.md skillA
intelligence/systems-thinking from frankxai/starlight-intelligence-system is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add frankxai/starlight-intelligence-system/intelligence/systems-thinking@git:20260505.489390ePins git:20260505.489390e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- frankxai/starlight-intelligence-system
- Path
skills/intelligence/systems-thinking/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260505.489390e, committed May 5, 2026
- First version recorded
- Feb 10, 2026
- Size
- 2,375 bytes
- Repository stars
- 10
- License
- MIT
Use when reasoning about architecture, holistic analysis, feedback loops, or emergent behavior — sees components, connections, feedback loops, and emergent properties to prevent the tunnel vision of analyzing parts in isolation. Default skill for Starlight Architect and Starlight Prime.
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
# Systems Thinking > *"Everything is connected. See the connections, see the truth."* ## When This Skill Activates - Architecture discussions, holistic analysis, understanding emergent behavior - Keywords: "system", "architecture", "holistic", "feedback", "emergent", "ecosystem" - Default for: Starlight Architect, Starlight Prime ## What This Skill Does Enables holistic analysis that sees components, connections, feedback loops, and emergent properties. Prevents the tunnel vision of looking at parts in isolation. ## Procedures ### Procedure 1: System Mapping 1. Identify all components in the system 2. Map connections between components (data, control, dependency) 3. Identify feedback loops (reinforcing and balancing) 4. Find leverage points (where small changes have big effects) 5. Identify emergent properties (what the whole does that parts don't) 6. Document system boundaries (what's inside vs. outside) ### Procedure 2: Impact Analysis 1. Identify the proposed change 2. Trace first-order effects (direct impacts) 3. Trace second-order effects (impacts of impacts) 4. Trace third-order effects (if significant) 5. Check for unintended consequences …
Read the whole file at its exact version.
How to install
mdr add frankxai/starlight-intelligence-system/intelligence/systems-thinking@sha256:6882af261f06069cThe line at the top of this page pins the label git:20260505.489390e, 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_4j3h7shnbqa3oisa)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Feb 10, 2026 and May 5, 2026, about one every 84 days. Its first recorded version is graded C and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260505.489390e latest | 2026-05-05 | 489390e | 2,375 B | A | view · diff |
| git:20260210.4c6c1c0 | 2026-02-10 | 4c6c1c0 | 2,011 B | C | view |
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 (2375 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
frankxai/starlight-intelligence-system · 10 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4j3h7shnbqa3oisa GET https://markdownregistry.com/api/v1/resolve?ref=frankxai/starlight-intelligence-system/intelligence/systems-thinking GET https://markdownregistry.com/api/v1/blob/6882af261f06069cfb4b1a9f4ff21a42bec0d028c9ab20a6f3d83a672c56d805
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.