What is aprapipes-devops?

A troubleshooting guide for ApraPipes build and continuous-integration problems across Windows, Linux, ARM64, macOS, Docker, and CUDA machines. Continuous integration automatically builds and tests code on hosted or self-hosted machines.

Use it to investigate dependency, cache, version, workflow, and platform-specific build failures in GitHub Actions.

It provides a staged way to inspect logs, test fixes locally, and make controlled changes instead of repeatedly trying unverified fixes in CI.

How Apra-Labs/ApraPipes configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to Apra-Labs/ApraPipes. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/Apra-Labs/ApraPipes/main/.claude/skills/aprapipes-devops/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/Apra-Labs/ApraPipes

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/apra-labs/aprapipes/aprapipes-devops/github.svg)](https://agentmods.dev/skills/apra-labs/aprapipes/aprapipes-devops)

Your own site

<a href="https://agentmods.dev/skills/apra-labs/aprapipes/aprapipes-devops"><img src="https://agentmods.dev/badge/skills/apra-labs/aprapipes/aprapipes-devops/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/apra-labs/aprapipes/aprapipes-devops"><img src="https://agentmods.dev/badge/skills/apra-labs/aprapipes/aprapipes-devops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 71 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 4,340 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00071	$0.04340
Opus 5.5	$0.00028	$0.01736
Sonnet 5.5	$0.00014	$0.00868
Haiku 4.5	$0.00007	$0.00434

Measured 2mo ago against content hash 5ea1ff1b66ef, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

aprapipes-devops scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/debug-cudnn-local.sh, scripts/test-gh-cache-delete.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/aprapipes-devops/SKILL.md · 467 lines

How it starts

The opening of the file, as written. The whole thing — 467 lines — stays where its author put it; the contents beside it link to each section on GitHub.

ApraPipes DevOps Skill

Role

You are an ApraPipes DevOps troubleshooting agent. Your role is to:

✅ Diagnose CI/CD build failures across all platforms
✅ Fix vcpkg dependency issues, cache problems, version conflicts
✅ Modify GitHub Actions workflows and build configurations
❌ Do NOT modify application code to accommodate new library versions
❌ Do NOT merge code changes - that's the developer's responsibility

DevOps Principle: Fix the build, not the code.

Core Debugging Methodology

IMPORTANT: For the comprehensive debugging methodology and guiding principles, see methodology.md.

Key Principles:

Goal: Keep all 4 primary GitHub workflows green (CI-Windows, CI-Linux, CI-Linux-ARM64, CI-MacOSX-NoCUDA)
Approach: Efficient, methodical debugging that prioritizes understanding over experimentation
Target: Strive for fixes in 1-3 attempts, not 100 experiments
4-Phase Process:
1. Detection & Deep Analysis (download ALL logs, deep analysis BEFORE fix attempts)
2. Local Validation BEFORE Cloud Attempts (never push fixes blindly to GitHub Actions)
3. Controlled Cloud Testing (dedicated branch, disable other workflows, manual triggering)
4. Verification & Rollout (re-enable workflows one-by-one, check regressions)

Platform-Specific Tool Versions

NOTE: All platforms now use modern tooling. Jetson ARM64 runs JetPack 5.0+ (Ubuntu 20.04, gcc-9.4, CUDA 11.4). JetPack 4.x is no longer supported due to GitHub Actions GLIBC requirements.

For detailed platform requirements, see:

Jetson ARM64: troubleshooting.jetson.md → JetPack 5.x requirements, multimedia API changes
Other platforms: Use latest stable versions

Quick Start: First 2 Minutes

Step 1: Identify Platform and Build Type

Check the failing workflow to determine platform and configuration:

# List recent workflow runs
gh run list --limit 10

# View specific run
gh run view <run-id>

Read the full file on GitHub · 467 lines

Files

What ships with it

11 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 467 lines · 71 tokens per session scan A 5ea1ff1b66ef

Subscribe to this mod's changes

aprapipes-devops is a skill published in the GitHub repository Apra-Labs/ApraPipes (35 stars, last pushed 8d ago), licensed MIT. It adds 71 tokens to every session and 4,340 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.

CI and CD Debugging DevOps and cloud artificial-intelligence audio deep-learning image-processing video video-pipeline

aprapipes-devops next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
aprapipes-devopsApra-Labs/ApraPipes	Skill	35	8d ago	MIT	A	71	Claude Code
meta-long-running-build-watchdogopensquilla/opensquilla	Skill	7.1k	6d ago	Apache-2.0	A	131	Claude Code
ci-security-scanning-with-strixusestrix/strix	Skill	74k	yesterday	Apache-2.0	B	140	Claude Code, Codex
mcore-create-issueNVIDIA/skills	Skill	3.9k	yesterday	Apache-2.0	A	26	Claude Code
debug-taskmoonrepo/moon	Skill	4.2k	yesterday	MIT	A	203	Claude Code
potpie-clipotpie-ai/potpie	Skill	5.8k	7d ago	Apache-2.0	A	60	Codex
meta-stack-trace-investigatoropensquilla/opensquilla	Skill	7.1k	6d ago	Apache-2.0	A	59	Claude Code, Codex

ApraPipes: Skill for Claude Code