result-tablelisted
Install: claude install-skill tangxiangru/AutoR
# Results tables
By Stage 06 the run has machine-readable results under `workspace/results/`
and an `experiment_manifest.json` indexing them with schema metadata. The table
in the paper must be derived from those files, not retyped. A number that
appears in the manuscript and nowhere in `workspace/results/` is unsupported,
and it is the single easiest thing for a reviewer to catch.
## Build the table from the artifacts
1. Read `workspace/results/experiment_manifest.json` for the result artifacts
and their schemas.
2. Generate the table with a script written to `workspace/code/`, not by hand.
A regenerable table survives a Stage 06 rerun; a hand-typed one silently
goes stale the moment a result changes.
3. Write the generated table to a file the manuscript inputs
(`workspace/writing/tables.tex`, or an inline markdown table in the report),
so the paper and the artifact cannot drift.
## What goes in the main table
The main table answers the paper's one claim. Everything else goes to the
appendix.
- **Rows**: the methods being compared, with the proposed method last so the
eye lands on it after the baselines.
- **Columns**: the metrics the claim is about. Adding metrics the claim does
not concern dilutes it and invites reviewers to find a column where you lose.
- **Baselines**: the strongest available, not the most convenient. A table
whose baselines are weak reads as a weak result regardless of the margin.
- **Ablations**: in the main table only if the