Argument Selfloop

Argument Selfloop is a Writing skill for Claude Code, published by WILLOSCAR in research-units-pipeline-skills.

499 stars39 forkson WILLOSCAR/research-units-pipeline-skillsAdded 2026/08/26Repository updated 2026/08/26

claudeclaude-codecodexgptpipelineresearchresearch-paperresearch-projectresearch-toolskillstoolsunitsvibevibe-codingvibecoding

Install in seconds

Install Argument Selfloop

Copy Argument Selfloop into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/argument-selfloop ~/.claude/skills/argument-selfloop

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/WILLOSCAR/research-units-pipeline-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: .codex/skills/argument-selfloop/SKILL.md in WILLOSCAR/research-units-pipeline-skills
Installs to: ~/.claude/skills/argument-selfloop
Collection: One of 25 skills cataloged from this repository
Category: Writing — 1012 skills

What Argument Selfloop does

Argument Selfloop builds a final machine-readable snapshot from current H3 sections, refreshes section hashes, and checks consistency before merge. Use it after section edits when you need an updated argument ledger and manifest.

Argument Selfloop is cataloged under Writing on DirSkills. Argument Selfloop comes from a repository tagged claude, claude-code, codex, gpt and pipeline.

Documentation

README

Excerpt

Argument Snapshot

Create the final C5 snapshot consumed by merge and later audit.

Despite the historical Skill name, the current implementation is not an autonomous rewrite loop. It reads the final H3 files, assigns bounded structural move labels, writes a compact consistency contract, refreshes section hashes, and fails when required prose is absent or too thin.

Position In The Workflow

section writing
-> style and numeric hygiene
-> logic polish
-> paragraph compaction
-> argument snapshot
-> optional transitions
-> merge

Running the snapshot after every section mutator prevents the ledger and manifest from describing an earlier draft.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Argument Selfloop

What else does WILLOSCAR publish alongside Argument Selfloop?
Argument Selfloop is one of 25 skills that DirSkills catalogs from WILLOSCAR/research-units-pipeline-skills, the repository it ships in. Its siblings there include Agent Survey Corpus, Anchor Sheet and Appendix Table Writer. Each one is a separate skill with its own page in this directory, installs the same way Argument Selfloop does, and is maintained by WILLOSCAR in that same repository. The rest of the collection is listed on the WILLOSCAR/research-units-pipeline-skills page.
How does Argument Selfloop compare to other Writing skills?
Argument Selfloop ranks #816 by stars among the 1012 Writing skills in this catalog. The most-starred ones next to it are Article Writing, Social Media Content Calendar and Knowledge Comic Creator. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Argument Selfloop against them. Open each page to compare what they document and how they install.