pipeline

A command that runs a complete quality-assurance pipeline for a feature. The pipeline can analyze risks, generate tests, run Vitest, optionally run mutation testing, and audit the architecture.

In plain words
What is it for?
Use it to perform broad QA checks on a feature, including tests, mutation results, and project-structure review.
Why use it?
It groups several review and testing activities into one feature-level check.

Command for Claude Code

Part of the qa plugin — 5 skills, 5 commands, 5 agents shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add commands/willmarple/harness-visualizer/pipeline
Clone the repo
git clone --depth 1 https://github.com/willmarple/harness-visualizer

Made for: Claude Code.

Or install qa, the plugin that ships this one along with the rest of its 5 skills, 5 commands, 5 agents.

Per session 32 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,565 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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.

ModelPer sessionOnce invoked
Fable 5 $0.00032 $0.04565
Opus 5 $0.00016 $0.02282
Sonnet 5 $0.00006 $0.00913
Haiku 4.5 $0.00003 $0.00456

Measured 3d ago against content hash fab8dcf9e159, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

pipeline 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 3d ago.

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/plugins/claude-qa/commands/pipeline.md · 689 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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.

  1. 3d ago First seen · 689 lines · 32 tokens per session scan A fab8dcf9e159

Subscribe to this mod's changes

pipeline is a command published in the GitHub repository willmarple/harness-visualizer (17 stars, last pushed 3mo ago), with no licence file. It adds 32 tokens to every session and 4,565 once invoked, about $0.0002 per session on Opus 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 2026-08-30.