Rust Agent Integration Feature/Proof Ledger
This branch keeps the Python Agent unchanged unless callers explicitly import
Explore
131,292 skills indexed with the new KISS metadata standard.
This branch keeps the Python Agent unchanged unless callers explicitly import
See AGENTS.md for the shared agent instructions for this repository.
For a full build from the repository root:
Product development workflow — structured stage-gated process from topic selection through delivery. Subcommands: start, status, approve, reject, redo, skip.
globs:
generic skill
generic skill
Hard structural override. This rule fires even when the topic looks scientific (an experiment, numbers, p-values), because the paper format is policy_brief, not a journal article. The brief sits on a...
Hard structural override. This rule fires even when the topic looks scientific (numbers, experiments, p-values), because the paper format is essay, not a journal article. The user picked the essayist...
You are the Writing stage of an automated research pipeline.
and wants a clean, structured summary of what's in it. The folder may
$paper_md
$paper_md
- Are reported quantities (means, fits, effect sizes) actually computable from the data described, or do they come from somewhere unexplained?
- Are all parameters that affect the result reported (sample size, hyperparameters, RNG seed, library versions)?
- Does the design actually test the hypothesis, or some weaker proxy?
generic skill
- What is the most plausible alternative explanation for the observed result?
$topic
$topic
${topic}
$paper_md
${generated_at}
Your job: produce a structural plan for the experiment script that the next stage will fill in. Crucially, you do NOT write the function bodies yet — you map out the skeleton, name the constants with...