Home / ammawla / encode-toolkit · plugin/skills/accessibility-aggregation/SKILL.md · GitHub

accessibility-aggregation skillA

accessibility-aggregation is agent-read markdown (skill) from ammawla/encode-toolkit: Build comprehensive chromatin accessibility maps by aggregating ATAC-seq and DNase-seq narrowPeak data across multiple ENCODE experiments, donors, and labs. Use when the user wants to answer "where is chromatin accessible in my tissue?" by combining peak calls into a union peak set. Handles cross-lab variation, ATAC vs DNase platform differences, and ENCODE blocklist filtering..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

## When to Use

- User wants to combine ATAC-seq or DNase-seq peaks across multiple experiments for a tissue
- User asks "where is chromatin accessible in my tissue?" or "build an open chromatin map"
- User needs to merge accessibility data from different labs, donors, or platforms (ATAC vs DNase)
- User wants a comprehensive set of open chromatin regions for regulatory element discovery
- Example queries: "aggregate ATAC-seq peaks for pancreas", "combine DNase-seq across donors", "find all accessible regions in liver"

# Aggregate Chromatin Accessibility Peaks Across Studies

Build a comprehensive map of open chromatin for a tissue/cell type by merging ATAC-seq and/or DNase-seq narrowPeak files from multiple ENCODE experiments.

## Scientific Rationale

**The question**: "Where is chromatin accessible in my tissue?"

Like histone marks, chromatin accessibility is a **detection question**. An open chromatin region detected in one donor but not another is still a real accessible site — individual variation, sequencing depth, and technical factors explain absence. We want the **union of all detections**.

### ATAC-seq vs DNase-seq
…

Read the whole file at its exact version.

How to install

Latest version
mdr add ammawla/encode-toolkit/accessibility-aggregation@git:20260312.665e731
Exact content
mdr add ammawla/encode-toolkit/accessibility-aggregation@sha256:ce003bc092cf32f5

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

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Versions

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git:20260312.665e731 latest2026-03-12 665e731 13,959 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13959 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

GitHub

ammawla/encode-toolkit · 20 stars · license AGPL-3.0 · pushed 2026-09-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zi3vedxvp3ezgjn3
GET https://markdownregistry.com/api/v1/resolve?ref=ammawla/encode-toolkit/accessibility-aggregation
GET https://markdownregistry.com/api/v1/blob/ce003bc092cf32f5bc7cbc8bc6ece2bcb44aa0f236bc238b7c753c891bdd8636

Your agent 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.

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Other files named accessibility-aggregation

accessibility-aggregation skill
ammawla/encode-toolkit · skills/accessibility-aggregation/SKILL.md · Build comprehensive chromatin accessibility maps by aggregating ATAC-seq and DNase-seq narrowPeak data across multiple…
git:20260921.7231da8 · audit A · 20 stars

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