abstraction-power SKILL.md skillA
abstraction-power from syahiidkamil/software-engineer-ai-agent-atlas is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add syahiidkamil/software-engineer-ai-agent-atlas/abstraction-power@git:20260315.2235507Pins git:20260315.2235507 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- syahiidkamil/software-engineer-ai-agent-atlas
- Path
.claude/skills/abstraction-power/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260315.2235507, committed Mar 15, 2026
- Size
- 3,643 bytes
- Repository stars
- 404
- License
- none declared
Activate ATLAS pattern recognition mode. Identify repeated patterns, extract essential characteristics, and create reusable abstractions from concrete examples.
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
Activate ATLAS abstraction thinking mode.
## What is Abstraction?
Abstraction is the process of identifying essential features while hiding unnecessary details. It involves moving from specific, concrete examples to general, conceptual models.
## The Abstraction Process
1. **Identify multiple concrete examples**
2. **Analyze common patterns and features**
3. **Remove specific details**
4. **Extract essential characteristics**
5. **Create a generalized model**
## Abstraction Example
**Concrete instances**:
- `sendEmail(to, subject, body)` → connects to SMTP, formats message, delivers
- `sendSMS(phone, message)` → connects to Twilio API, formats payload, delivers
- `sendPush(deviceId, title, body)` → connects to FCM, formats notification, delivers
**Pattern recognized**: All three connect to a service, format a message, and deliver it.
**Abstraction**:
```
NotificationChannel {
connect()
format(content) → payload
deliver(payload)
}
```
Three specific implementations collapsed into one interface. New channels (Slack, WhatsApp) plug in without changing the system.
## Generalization Example
**Concrete observations**:
…Read the whole file at its exact version.
How to install
mdr add syahiidkamil/software-engineer-ai-agent-atlas/abstraction-power@sha256:8e9f4b4760bab7adThe line at the top of this page pins the label git:20260315.2235507, 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_sl6wq3vsgklo56ng)
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Versions
The registry has recorded 1 version of this file, committed on Mar 15, 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 (3643 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
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- pass: No link to a raw IP address
- pass: No script tag
Source
syahiidkamil/software-engineer-ai-agent-atlas · 404 stars · license none declared · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sl6wq3vsgklo56ng GET https://markdownregistry.com/api/v1/resolve?ref=syahiidkamil/software-engineer-ai-agent-atlas/abstraction-power GET https://markdownregistry.com/api/v1/blob/8e9f4b4760bab7ad5556973f0e998fdb2bcc8438399b718f6acd5dd3a326b9d2
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.