Agent Native

score-theory-local-subscores

This skill scores a scientific theory across three dimensions: length, guidance adherence, and soundness.

by ImbueOfficial publisherNot reviewed

Identity proven by GitHub's verified organisation badge (imbue-ai)

Agents
Claude Code
License
AGPL-3.0 (copyleft)
Pin
a2ee48cpinned Oct 9, 2026
Context cost
about 560 tokenswhen the skill loads
GitHub stars
36on imbue-ai/catalyst
Scripts
None found

What it does

“Score the given theory according to certain per-theory subscore criteria.”
The author's description, from SKILL.md

Generated summary from the skill's own text

This skill scores a scientific theory across three dimensions: length, guidance adherence, and soundness. It retrieves the theory and its falsification reviews from a local context, invokes three separate scoring skills in sequence, and reports the resulting subscores.

When to use it

  • Evaluating competing theories for quality and rigor
  • Assessing theory compliance with research guidelines
  • Comparing theories on multiple quantitative dimensions
  • Building automated theory evaluation pipelines

When not to

  • Scoring theories without falsification reviews available
  • When only a single subscore dimension is needed
  • Evaluating non-text-based or non-structured theories

Install

These commands install from the publisher's repository and need no account.

skills CLI

npx skills add imbue-ai/catalyst --skill score-theory-local-subscores

Installs from the repository's default branch, which may have changed since the commit we checked.

GitHub CLI 2.90 or later

gh skill install imbue-ai/catalyst score-theory-local-subscores@a2ee48c34741df5d4549d97b22aa44589d9eaa6a

Installs the commit we checked (a2ee48c).

Copy by hand

Download the folder at a2ee48c and put it in .claude/skills/score-theory-local-subscores for Claude Code and in .agents/skills/score-theory-local-subscores for Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode.

Skill folder on GitHub at a2ee48c

Copy for your agent

A prompt for any coding agent. It installs this skill from GitHub at the pinned commit, copies the files as they are, and runs nothing unless you ask.

Prompt

Install the agent skill "score-theory-local-subscores" by Imbue.

Source, pinned to commit a2ee48c34741df5d4549d97b22aa44589d9eaa6a:
https://github.com/imbue-ai/catalyst/tree/a2ee48c34741df5d4549d97b22aa44589d9eaa6a/src/claude_skills/skills/score-theory-local-subscores

1. Download that folder at exactly this commit. Do not use the default branch.
2. Copy every file unchanged, keeping the folder structure, into .claude/skills/score-theory-local-subscores/ for Claude Code and .agents/skills/score-theory-local-subscores/ for Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode. Create the folders if they do not exist.
3. Do not edit the files, and do not run any script in the folder unless I ask you to.
4. When you are done, list the files you copied and where you put them.

Listing and checks: https://www.agentnative.dev/skills/imbue/score-theory-local-subscores

SKILL.md at the pin

---
name: score-theory-local-subscores
description: "Score the given theory according to certain per-theory subscore criteria."
argument-hint: "the theory ID to score (e.g. T_20260414_143100_d4e5f6)"
---

You are the **Theory Scoring Coordinator**. Your task is to assign different subscores to a given theory.

## Input
Arguments: $ARGUMENTS

The arguments contain a single theory ID (like `T_20260414_...`). Parse the theory ID from the arguments.

## Folder setup
All commands must be run in the current working directory. Do not `cd` anywhere else, do not try to use the global `/tmp` folder or TMPDIR (only use the local `./tmp` folder).

Set up a context folder for your input:
CONTEXT_DIR: `mktemp -d -p ./tmp score-theory-local-subscores-context-XXXX`

Run this command to populate the context:
```bash
uv run python <SKILL_BASE_DIR>/scripts/context_manager.py create_context --for_agent_type score-theory-local-subscores --target_folder <CONTEXT_DIR> --from_theory <THEORY_ID>
```

- `<CONTEXT_DIR>/theory/theory.md` — the theory that you're scoring
- `<CONTEXT_DIR>/reviews/<review_id>/review.md` — falsification reviews for this theory. Each one will focus on a different hypothesis from the theory.

## Performing calculations
The execution steps below involve several numeric calculations. Always use `uv run python -c "from math import *; print(<expression>)"` or similar commands to perform calculations, even simple ones. Do not perform calculations manually or in your head.

## Execution Steps
You will invoke a sequence of different skills in order to score the given theory according to different criteria. Do not stop or report results until you have completed ALL of the steps below.

1. **Context Checkout**: Run the bash command above to obtain the theory and review files using `context_manager.py`.
2. **Score Length**: Invoke the `score-length` skill and follow its instructions to obtain a length score for the theory.
3. **Score Guidance Adherence**: Invoke the `score-guidance-adherence` skill and follow its instructions to obtain a guidance adherence score for the theory.
4. **Score Soundness**: Invoke the `score-soundness` skill and follow its instructions to obtain a soundness score for the theory.
5. **Final Output**: Report the theory ID together with each score value (length score, guidance adherence score, and soundness score). Do not include any additional commentary in your output.

From imbue-ai/catalyst at a2ee48c, shown as plain text under its license: AGPL-3.0 (copyleft). The license text is in LICENSE.

View SKILL.md on GitHub at a2ee48c

Files

1 file, 2.4 KB in total. Each file has a sha256 in the pin's manifest; the first 12 characters are shown.

Skill folder on GitHub at a2ee48c
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