Supplied Parameter Ledger

by tangxiangru

Supplied Parameter Ledger is an AI Engineering skill for Claude Code, published by tangxiangru in AutoR.

804 stars25 forkson tangxiangru/AutoRAdded 2026/08/22Repository updated 2026/08/22

View source on GitHub Download repo ZIP

agentaiai-scientistauto-researchclaudeclaude-codecliharnessllmopenaipaperscience

Install in seconds

Install Supplied Parameter Ledger

Copy Supplied Parameter Ledger 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/tangxiangru/AutoR/tree/main/src/skills/a-supplied-parameter-file-is-a-list-of-questions ~/.claude/skills/a-supplied-parameter-file-is-a-list-of-questions

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/tangxiangru/AutoR.git

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

In this catalog

Source file: src/skills/a-supplied-parameter-file-is-a-list-of-questions/SKILL.md in tangxiangru/AutoR
Installs to: ~/.claude/skills/a-supplied-parameter-file-is-a-list-of-questions
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Supplied Parameter Ledger does

Supplied Parameter Ledger turns shipped parameter files into a claim ledger, with one row per named value, range, case, or condition. Use it when a study file must be audited, reproduced, and reported in the file's own labels and units.

Supplied Parameter Ledger is cataloged under AI Engineering on DirSkills. Supplied Parameter Ledger comes from a repository tagged agent, ai, ai-scientist, auto-research and claude.

Documentation

README

Excerpt

A shipped parameter file is a list of questions, not a source to trust or discard

A small file in data/ that reads like a dump of settings — named constants, per-case or per-transition values, acceptance windows, a table of entity pairs, a list of starting configurations, precomputed summary counts — is not raw data and it is not documentation. It is the list of quantities somebody expects your report to contain, written in that person's own labels. Reproducing more of the upstream source than the file covers does not answer them.

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

Frequently asked about Supplied Parameter Ledger

What else does tangxiangru publish alongside Supplied Parameter Ledger?
Supplied Parameter Ledger is one of 25 skills that DirSkills catalogs from tangxiangru/AutoR, the repository it ships in. Its siblings there include A Deliverable Is Not an Instruction, A Value You Did Not Measure Still Has A Source and Answer The Why, Not Only The What. Each one is a separate skill with its own page in this directory, installs the same way Supplied Parameter Ledger does, and is maintained by tangxiangru in that same repository. The rest of the collection is listed on the tangxiangru/AutoR page.
How does Supplied Parameter Ledger compare to other AI Engineering skills?
Supplied Parameter Ledger ranks #1600 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. 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 Supplied Parameter Ledger against them. Open each page to compare what they document and how they install.