Verifies whether stale NVIDIA/NemoClaw bug reports still reproduce on the latest tag. Use when maintainers ask to verify stale issues, reproduce old bugs on latest, or drain the bug backlog. Uses native Issue Type, canonical labels, local/Brev reproduction, by-design detection, confidence scoring, approved Project updates, and redacted verdict comments; never auto-closes.
npx skills add https://github.com/NVIDIA/NemoClaw --skill nemoclaw-maintainer-verify-stale
<!-- SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. -->
<!-- SPDX-License-Identifier: Apache-2.0 -->
Automates the maintainer loop: choose an old issue whose native Issue Type is Bug, verify whether it still reproduces on the latest NemoClaw tag, then prepare an evidence-backed Project/comment write set for maintainer approval. It never closes issues automatically and never substitutes labels for Issue Type, lifecycle, or resolution.
Copy this checklist and update it as you work:
Verify-stale progress:
- [ ] Select issue(s), latest tag, and reported version
- [ ] Apply skip/idempotency/active-discussion filters
- [ ] Classify environment, provider, and bug class
- [ ] Extract or synthesize a reproducer
- [ ] Verify preconditions and try local-first if eligible
- [ ] If Brev is needed, get plan approval before provisioning
- [ ] Validate the reproducer on baseline, then verify latest
- [ ] Check by-design/static-analysis branch when behavior was removed
- [ ] Score, redact, draft, and self-verify comment links
- [ ] Re-check issue state, apply the accepted Project/comment write set
- [ ] Append activity log entry
brev exec footguns.Won't Fix, then request explicit approval for the Project/comment write set.environment-and-reproducer.md.file:line citations. Re-run cited commands and link-check at least one rendered link per comment section.| Need | Read |
|---|---|
| Candidate query, filters, version parser | reference/candidate-selection.md |
| Environment classification, credentials, reproducer, preconditions, local-first | reference/environment-and-reproducer.md |
| Brev box reuse/provision, reset, installs, dependency bootstrap | reference/brev-provisioning.md |
| Baseline/latest matching, synth-repro, drift, performance, rebuild-cycle | reference/reproduction-rubrics.md |
| Static by-design branch and proposed Won't Fix Project state | reference/by-design.md |
| Score, redact, authorize, comment, Project update, infra handling, log | reference/scoring-comments-and-logging.md |
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
Build and distribute Expo development clients locally or via TestFlight
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
Take nvidia/nemoclaw-maintainer-verify-stale from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.