pipeline-atacseq SKILL.md skillA

pipeline-atacseq from ammawla/encode-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ammawla/encode-toolkit/pipeline-atacseq@git:20260920.6050003

Pins git:20260920.6050003 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ammawla/encode-toolkit
Path
skills/pipeline-atacseq/SKILL.md
Versions recorded
5
Latest version
git:20260920.6050003, committed Sep 20, 2026
First version recorded
Mar 12, 2026
Size
29,249 bytes
Repository stars
21
License
AGPL-3.0

Execute ENCODE ATAC-seq processing pipeline from FASTQ to peaks and signal tracks. Child of pipeline-guide. Provides stage-by-stage Nextflow execution with Docker containers and cloud deployment. Handles Tn5 transposase offset correction, mitochondrial read removal, and nucleosome-free fragment selection. Use when users need to process ATAC-seq data following ENCODE standards. Trigger on: ATAC-seq pipeline, run ATAC-seq, process ATAC-seq, chromatin accessibility, open chromatin, Tn5 shift, TSS…

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

# ENCODE ATAC-seq Pipeline

## When to Use

- User wants to run an ATAC-seq processing pipeline from FASTQ to peaks and signal tracks
- User asks about "ATAC-seq pipeline", "Tn5 shift", "chromatin accessibility pipeline", or "Bowtie2 for ATAC"
- User needs to process ATAC-seq data with proper Tn5 insertion site correction
- Example queries: "process my ATAC-seq FASTQs", "run ENCODE ATAC-seq pipeline", "call accessibility peaks from ATAC-seq"

Execute the ENCODE ATAC-seq processing pipeline from raw FASTQ files through Tn5 offset
correction, peak calling, IDR analysis, and signal track generation. This skill provides
a Nextflow DSL2 implementation following ENCODE uniform analysis standards.

TSS enrichment scoring is a **manual post-processing step**; the workflow does not compute
it (see "Manual QC steps" below and `references/05-qc-metrics.md`).

## Overview

ATAC-seq (Assay for Transposase-Accessible Chromatin using sequencing) uses the Tn5
transposase to probe open chromatin regions. This pipeline processes ATAC-seq data
through quality control, alignment with Bowtie2, mitochondrial read removal, duplicate
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ammawla/encode-toolkit/pipeline-atacseq@sha256:25f7c5ae26ca7d91

The line at the top of this page pins the label git:20260920.6050003, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_garbvboh6wobihsw.svg)](https://markdownregistry.com/a/art_garbvboh6wobihsw)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Mar 12, 2026 and Sep 20, 2026, about one every 48 days.

versioncommittedcommitsizeaudit
git:20260920.6050003 latest2026-09-20 6050003 29,249 BA view · diff
git:20260920.ce7840d2026-09-20 ce7840d 26,588 BA view · diff
git:20260920.bc6cada2026-09-20 bc6cada 18,244 BA view · diff
git:20260321.d9029d02026-03-21 d9029d0 18,187 BA view · diff
git:20260312.be327062026-03-12 be32706 18,088 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (29249 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 · 21 stars · license AGPL-3.0 · pushed 2026-09-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_garbvboh6wobihsw
GET https://markdownregistry.com/api/v1/resolve?ref=ammawla/encode-toolkit/pipeline-atacseq
GET https://markdownregistry.com/api/v1/blob/25f7c5ae26ca7d91b8c303cd443625a90ccab34a7d708fb6a5d6cc605fccf2ff

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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Other files named pipeline-atacseq

pipeline-atacseq SKILL.md skill
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