Menu

Individual skill

colm-author-response

0upvotes

Use when writing a COLM rebuttal in the OpenReview discussion phase — triaging reviews released in late May, running cache-based follow-up experiments inside the roughly two-and-a-half-week window, answering contamination and baseline-fairness objections with evidence, and writing for the area chair who decides in July.

COLM-Skills/skills/colm-author-response/SKILL.md

Read pinned source

Source commit 932eb23331721b16e967c59f093781be1928b498

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Network or broad shell
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,405
Repository last updated
Sep 27, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# COLM Author Response

In 2026 the COLM rebuttal ran May 22 to June 8: reviews and the response window
opened the same day, giving about eighteen days between first sight of the reviews
and the last word you get before the July 8 decision. A rebuttal in that geometry is
a project with a plan, not a reply-all reflex.

## Budget the eighteen days

```text
days 1-2    read only; draft nothing; log every reviewer claim into the four bins
            (misreading / evidence gap / scope fight / correct hit — colm-review-process)
days 3-9    run the winnable experiments — cache-based analyses first, single-GPU
            or small-API-budget runs second; anything needing full retraining is
Back to top