Skills

pipeline

pipeline is a skill in agenticnotetaking/arscontexta, last changed 17 Feb 2026. It can run shell commands and pre-approve tools — read the findings before installing. Our pattern check found 1 item to review at commit 2acfd5c on 27 Oct 2026.

Pattern check: 1 item to review · commit 2acfd5c · 27 Oct 2026

Install
From the author
End-to-end source processing -- seed, reduce, process all claims through reflect/reweave/verify, archive. The full pipeline in one command. Triggers on "/pipeline", "/pipeline [file]", "process this end to end", "full pipeline".
Licence
MIT
Repo stars
3.5k
Folder last changed
17 Feb 2026 (opens in a new tab)
Publisher
agenticnotetaking
Files
2 files
Checked
2acfd5c (opens in a new tab) · 27 Oct 2026

Install

Each tab says whether it installs commit 2acfd5c, the one we checked, or the latest version.

No tab for your agent? Use Any agent for OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie, Amp and Antigravity, and Claude Code for Cline. Kiro needs the folder copied by hand.

Pinned to commit 2acfd5c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&
  git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/agenticnotetaking/arscontexta.git "$tmp" &&
  git -C "$tmp" fetch -q --depth 1 origin 2acfd5cc4473c4d06c46be63df748e77e00e2746 &&
  git -C "$tmp" sparse-checkout set -- skill-sources/pipeline &&
  git -C "$tmp" checkout -q 2acfd5cc4473c4d06c46be63df748e77e00e2746 &&
  mkdir -p .claude/skills &&
  mkdir .claude/skills/pipeline &&
  cp -R "$tmp"/skill-sources/pipeline/. .claude/skills/pipeline/ &&
  rm -rf "$tmp"

If Claude Code was already running and this created the skills folder, run /reload-skills.

Claude Code docs (opens in a new tab)

What it can touch

From the files and frontmatter at commit 2acfd5c. This is how much a skill can do, not whether it is risky.

What it can touch: Shell, network or credentials

  • Runs shell commands

    Its instructions or files give the agent commands to run on your computer.

  • Pre-approves tools

    Its allowed-tools field lists tools the agent may use without asking you first, in agents that honour it.

    SKILL.md:9

Pattern check

Pattern check: 1 item to review · commit 2acfd5c · 27 Oct 2026

We checked every text file in this skill, at commit 2acfd5c on 27 Oct 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check worksReport an incorrect finding

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

  • Agent Skills specPasses with warnings

    The open format from agentskills.io, held to what the strictest agents enforce, so one folder loads everywhere.

    • Warning

      Fields outside the spec: version, generated_from, user-invocable (read by Claude Code and VS Code), context (read by Claude Code and VS Code), model (read by Claude Code) and argument-hint (read by Claude Code and VS Code). Uploads to the Claude apps and API, and the spec's validator, reject the file; most agents ignore these fields. O1

      Fix: Delete them for a portable skill, or keep them if you only target the agents that read them.

    • Note

      The description doesn't say when to use the skill. D6

      Fix: Add a sentence such as "Use when …" naming the requests or files that should trigger it.

    • Note

      There is no license field, so readers can't tell whether they may reuse the skill. O2

      Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.

  • Claude CodePasses

    Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.

    • Note

      Claude Code ignores fields it doesn't know: version and generated_from. O1

      Fix: Check the spelling against Claude Code's field list, or delete them.

  • Claude apps & API uploadFails

    Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.

    • Error

      Upload and packaging fail on fields outside the spec: version, generated_from, user-invocable, context, model and argument-hint. O1

      Fix: Delete them, and keep your own data under metadata as text values.

    • Note

      The description is 228 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4

      Fix: If the claude.ai upload refuses it, trim the description to 200 characters.

  • OpenAI (Codex & API)Passes with warnings

    Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.

    • Warning

      Fields outside the spec: version, generated_from, user-invocable, context, model and argument-hint. Codex ignores them; OpenAI doesn't say whether its upload accepts them. O1

      Fix: Delete them, or move your own data under metadata as text values.

  • VS Code & CopilotPasses

    VS Code reads skills one folder below .github/skills, .claude/skills or .agents/skills and falls back to the folder name when the name is missing or differs; GitHub's Copilot docs require the exact name SKILL.md.

    • Note

      VS Code ignores fields it doesn't support: version, generated_from and model. O1

      Fix: Delete them unless another agent you target reads them.

SKILL.md

Files

2 files

PathSize
SKILL.md (opens in a new tab)9.4 KB
skill.json (opens in a new tab)449 B

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All skills in agenticnotetaking/arscontexta