msverl-daily-regression-triage

msverl-daily-regression-triage is a skill for Codex from Ascend/agent-skills. It costs 68 tokens per session (814 once invoked), scanned A, original, MulanPSL-2.0.

A daily regression-triage helper for ms-​​verl training runs. Regression triage means finding why a newer run became worse than a known baseline by examining logs and recent code changes.

In plain words
What is it for?
Use it to compare daily results, extract training failure evidence, and rank likely causes from recent verl and MindSpeed commits.
Why use it?
It narrows a failed training run to the most relevant evidence and likely commits instead of requiring manual log and history review.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to compare daily results, extract training failure evidence, and rank likely causes from recent verl and MindSpeed commits.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ascend/agent-skills/msverl-daily-regression-triage
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Ascend/agent-skills --skill msverl-daily-regression-triage
Clone the repo
git clone --depth 1 https://github.com/Ascend/agent-skills

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for msverl-daily-regression-triage

README.md
[![agentmods](https://agentmods.dev/badge/skills/ascend/agent-skills/msverl-daily-regression-triage/github.svg)](https://agentmods.dev/skills/ascend/agent-skills/msverl-daily-regression-triage)
Your own site
<a href="https://agentmods.dev/skills/ascend/agent-skills/msverl-daily-regression-triage"><img src="https://agentmods.dev/badge/skills/ascend/agent-skills/msverl-daily-regression-triage/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for msverl-daily-regression-triage

Your own site · 80×15
<a href="https://agentmods.dev/skills/ascend/agent-skills/msverl-daily-regression-triage"><img src="https://agentmods.dev/badge/skills/ascend/agent-skills/msverl-daily-regression-triage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 68 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 814 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00068 $0.00814
Opus 5 $0.00034 $0.00407
Sonnet 5 $0.00014 $0.00163
Haiku 4.5 $0.00007 $0.00081

Measured 9d ago against content hash c43693df27fa, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

msverl-daily-regression-triage scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

The scan reads SKILL.md. This mod also ships 6 executable files (scripts/extract_failure_tail.py, scripts/list_recent_commits.py, scripts/parse_result_log.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/msverl-daily-regression-triage/SKILL.md · 64 lines

The source is not reproduced here

Licensed MulanPSL-2.0

The repository is licensed MulanPSL-2.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 64 lines · 68 tokens per session scan A c43693df27fa

Subscribe to this mod's changes

msverl-daily-regression-triage is a skill published in the GitHub repository Ascend/agent-skills (40 stars, last pushed 4mo ago), licensed MulanPSL-2.0. It adds 68 tokens to every session and 814 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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