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Official agent skill

Nemoclaw Maintainer Cross Issue Sweep

by NVIDIA in NVIDIA/NemoClaw

Find open issues that a NemoClaw PR may also fix or conflict with.

OfficialApache-2.0Auto-check passed

Install Nemoclaw Maintainer Cross Issue Sweep

skills CLI
$ npx skills add NVIDIA/NemoClaw --skill nemoclaw-maintainer-cross-issue-sweep -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install NVIDIA/NemoClaw nemoclaw-maintainer-cross-issue-sweep --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/NVIDIA/NemoClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/nemoclaw-maintainer-cross-issue-sweep .claude/skills/nemoclaw-maintainer-cross-issue-sweep && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
nemoclaw-maintainer-cross-issue-sweep
GitHub stars
23k
Token cost
~893 tokens
SKILL.md length
363 words
Files
10 (incl. scripts)
Skills in repo
30
Repo updated
First seen
Licence
Apache-2.0

At a glance

Find open issues that a NemoClaw PR may also fix or conflict with.

  • Works in 6 steps: Extract fingerprint → Search candidate issues → Classify each candidate → …
  • Related-issue analysis is requested
  • SKILL.md covers Prerequisites, Repo policy, Workflow and Reference files, plus 3 more sections
  • Runs Shell and Python scripts from its folder

What it does

Nemoclaw Maintainer Cross Issue Sweep is an agent skill from NVIDIA/NemoClaw, published by the product's own GitHub organization. Find open issues that a NemoClaw PR may also fix or conflict with. Use when related-issue analysis is requested.

Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts (for example `checks/fingerprint-extraction.md`, `checks/relationship-judgment.md` and `relationship-rules.md`).

The repository describes itself as: Run agents like Hermes, LangChain Deep Agents, and OpenClaw more securely inside NVIDIA OpenShell with managed inference. The licence is Apache-2.0.

When your agent uses it

  • Related-issue analysis is requested

Example prompts

  • “/nemoclaw-maintainer-cross-issue-sweep”

Requirements

  • Python 3
  • A Bash shell

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Extract fingerprint
  2. Search candidate issues
  3. Classify each candidate
  4. Reverse-link boost
  5. Filter
  6. Render report

What it can do on your machine

Read from SKILL.md and the folder at commit 4e3bf44. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 3 files in scripts/ (Shell and Python), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Nemoclaw Maintainer Cross Issue Sweep loads about 893 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 363 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~38
When it runs · the whole SKILL.md, loaded when a task matches
~893

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from NVIDIA/NemoClaw at commit 4e3bf44, republished under its Apache-2.0 licence (© NVIDIA). 363 words, ~893 tokens.

Download SKILL.mdSave it as .claude/skills/nemoclaw-maintainer-cross-issue-sweep/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.
name
nemoclaw-maintainer-cross-issue-sweep
description
Find open issues that a NemoClaw PR may also fix or conflict with. Use when related-issue analysis is requested.
user_invocable
true
<!-- SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. -->
<!-- SPDX-License-Identifier: Apache-2.0 -->

Cross-Issue Regression Sweep

Find open issues that a PR can affect in addition to its linked issue. Report two relationship types:

  • Adjacent fix — The PR can also resolve another issue.
  • Conflict — The PR can prevent the behavior that another issue requests.

Prerequisites

  • gh CLI authenticated
  • A target repository with open issues
  • An open PR to scan

Repo policy

The defaults use NemoClaw conventions. Edit repo-policy.md for another repository.

Workflow

Step 1: Extract fingerprint
bash
scripts/extract-fingerprint.sh <pr-number>

The script collects changed files, changed symbols, error strings, and the linked issue. See checks/fingerprint-extraction.md.

Step 2: Search candidate issues
bash
scripts/search-candidate-issues.sh <fingerprint-json>

Search these three inputs. Keep no more than 30 candidates:

  • Per symbol: top 10 by recency
  • Per file path: top 5 by recency
  • Per error string: top 5 by recency

Remove duplicates and the linked issue.

Step 3: Classify each candidate

Classify each candidate with the rules in checks/relationship-judgment.md:

  • ADJACENT_FIX — The PR can resolve this issue.
  • CONTRADICTING — The PR conflicts with the requested behavior.
  • SAME_ISSUE_DIFF — same root bug as PR's primary issue (dedup filter)
  • UNRELATED — no meaningful relationship

For ADJACENT_FIX or CONTRADICTING, cite:

  • A PR diff line.
  • An issue symptom.
  • Confidence: high / medium / low

Classify the issue as UNRELATED if this evidence is not available.

Increase confidence by one level if the issue body or comments mention the PR number.

Show full SKILL.md (146 more words)Show less
Step 5: Filter
  • Remove UNRELATED and SAME_ISSUE_DIFF results.
  • Remove low-confidence results.
  • Keep high- and medium-confidence ADJACENT_FIX and CONTRADICTING results.
Step 6: Render report
bash
scripts/render-report.py < classifications.json

See templates/report.md for the format.

Reference files

Scripts

  • scripts/extract-fingerprint.sh — symbols, paths, and error strings
  • scripts/search-candidate-issues.sh — GitHub Search wrapper, dedupe, cap
  • scripts/render-report.py — report renderer

Composition with other skills

This skill is an optional follow-up to nemoclaw-maintainer-pr-comparator. The comparator does not run this skill or use its findings in the score. Run this skill when a maintainer asks for related-issue evidence. Report the evidence separately.

Limits

The skill does not:

  • run PR code against adversarial inputs
  • trace data flow with a static analyzer such as CodeQL or Semgrep
  • disambiguate symbols across codebases with a machine-learning model

© NVIDIA, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 9 other files (scripts) in .agents/skills/nemoclaw-maintainer-cross-issue-sweep of NVIDIA/NemoClaw.

  • SKILL.md
  • checks/fingerprint-extraction.md
  • checks/relationship-judgment.md
  • relationship-rules.md
  • repo-policy.md
  • scripts/extract-fingerprint.sh
  • scripts/render-report.py
  • scripts/search-candidate-issues.sh
  • templates/report.md
  • validation/backtest.md

Open the folder on GitHubat commit 4e3bf44

Compare with similar skills

Nemoclaw Maintainer Cross Issue Sweep next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Nemoclaw Maintainer Cross Issue Sweep compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Nemoclaw Maintainer Cross Issue Sweep this skillNVIDIA/NemoClaw23k—~893Automated safety check: PassApache-2.0
Wiki Maintaineropenclaw/openclaw392k1 repos~462Automated safety check: PassMIT
Obsidian Vault Maintaineropenclaw/openclaw392k1 repos~262Automated safety check: PassMIT
Openclaw PR Maintaineropenclaw/openclaw392k—~2.3kAutomated safety check: PassMIT
Open Source Maintainer Assistantslopus/happy24k—~1.9kAutomated safety check: PassMIT
Ouroboros Maintainer TriageQ00/ouroboros6.2k—~1.7kAutomated safety check: PassMIT

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Questions about Nemoclaw Maintainer Cross Issue Sweep

What does Nemoclaw Maintainer Cross Issue Sweep do?

Find open issues that a NemoClaw PR may also fix or conflict with. Nemoclaw Maintainer Cross Issue Sweep is an agent skill from NVIDIA/NemoClaw, published by the product's own GitHub organization. Find open issues that a NemoClaw PR may also fix or conflict with.

When should I use Nemoclaw Maintainer Cross Issue Sweep?

Nemoclaw Maintainer Cross Issue Sweep fits situations like: related-issue analysis is requested.

How do I install Nemoclaw Maintainer Cross Issue Sweep in Claude Code?

Run `npx skills add NVIDIA/NemoClaw --skill nemoclaw-maintainer-cross-issue-sweep -a claude-code`. Or copy the skill folder (.agents/skills/nemoclaw-maintainer-cross-issue-sweep in NVIDIA/NemoClaw) into .claude/skills/nemoclaw-maintainer-cross-issue-sweep in your project. Claude Code loads it when a task matches its description.

How do I install Nemoclaw Maintainer Cross Issue Sweep in Codex?

Run `npx skills add NVIDIA/NemoClaw --skill nemoclaw-maintainer-cross-issue-sweep -a codex`. Or copy the skill folder (.agents/skills/nemoclaw-maintainer-cross-issue-sweep in NVIDIA/NemoClaw) into .agents/skills/nemoclaw-maintainer-cross-issue-sweep in your project. Codex loads it when a task matches its description.

Can I use Nemoclaw Maintainer Cross Issue Sweep in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add NVIDIA/NemoClaw --skill nemoclaw-maintainer-cross-issue-sweep -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nemoclaw-maintainer-cross-issue-sweep, .gemini/skills/nemoclaw-maintainer-cross-issue-sweep, .github/skills/nemoclaw-maintainer-cross-issue-sweep and .opencode/skills/nemoclaw-maintainer-cross-issue-sweep in your project.

What does Nemoclaw Maintainer Cross Issue Sweep need to run?

Going by SKILL.md and its folder, Nemoclaw Maintainer Cross Issue Sweep needs a shell and Python for the scripts in its folder. Our summary lists: Python 3; A Bash shell.

Does Nemoclaw Maintainer Cross Issue Sweep access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Nemoclaw Maintainer Cross Issue Sweep safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Nemoclaw Maintainer Cross Issue Sweep use?

Nemoclaw Maintainer Cross Issue Sweep is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Nemoclaw Maintainer Cross Issue Sweep use?

About 893 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Nemoclaw Maintainer Cross Issue Sweep?

Skills that share tags, products or a category with Nemoclaw Maintainer Cross Issue Sweep: Wiki Maintainer (openclaw/openclaw, 392k stars), Obsidian Vault Maintainer (openclaw/openclaw, 392k stars), Openclaw PR Maintainer (openclaw/openclaw, 392k stars) and Open Source Maintainer Assistant (slopus/happy, 24k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Nemoclaw Maintainer Cross Issue Sweep?

NVIDIA (a GitHub organization, an official publisher) maintains it in NVIDIA/NemoClaw, which has 22,706 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on October 11, 2026.

Source: NVIDIA/NemoClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.