Deliverable Self-Loop

Deliverable Self-Loop is a Quality 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 Deliverable Self-Loop

Copy Deliverable Self-Loop 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/deliverable-selfloop ~/.claude/skills/deliverable-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/deliverable-selfloop/SKILL.md in WILLOSCAR/research-units-pipeline-skills
Installs to: ~/.claude/skills/deliverable-selfloop
Collection: One of 25 skills cataloged from this repository
Category: Quality — 1354 skills

What Deliverable Self-Loop does

Deliverable Self-Loop scores an existing reader-facing deliverable and writes a deterministic PASS/FAIL report with a bounded repair plan. Use it after synthesis to verify section and artifact contracts without rewriting the content.

Deliverable Self-Loop is cataloged under Quality on DirSkills. Deliverable Self-Loop comes from a repository tagged claude, claude-code, codex, gpt and pipeline.

Documentation

README

Excerpt

Deliverable Self-Loop

Runs the final quality gate for a reader-facing deliverable and always writes a PASS/FAIL report.

Inputs

Primary input depends on the active pipeline contract:

brief deliverable
paper-review deliverable
evidence-review deliverable
idea memo bundle
tutorial deliverable

Output

output/DELIVERABLE_SELFLOOP_TODO.md
for research-brief: output/BRIEF_SCORECARD.md and output/BRIEF_SCORECARD.json
for paper-review: output/REVIEW_SCORECARD.md and output/REVIEW_SCORECARD.json
for idea-brainstorm: output/IDEA_SCORECARD.md and output/IDEA_SCORECARD.json
for evidence-review: output/EVIDENCE_SCORECARD.md and output/EVIDENCE_SCORECARD.json

Dispatch rule

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

Frequently asked about Deliverable Self-Loop

What else does WILLOSCAR publish alongside Deliverable Self-Loop?
Deliverable Self-Loop 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 Deliverable Self-Loop 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 Deliverable Self-Loop compare to other Quality skills?
Deliverable Self-Loop ranks #1219 by stars among the 1354 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. 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 Deliverable Self-Loop against them. Open each page to compare what they document and how they install.