Write tests that demonstrate a pull request’s user-visible changes through before-and-after steps, screenshots, and recorded observations. Extend an existing core journey or create a one-off proof that helps reviewers understand the outcome and access boundaries.
- Demonstrating a feature’s before-and-after behavior
- Adding a missing step to an existing core journey
- Proving permission boundaries for different users
different-ai/openwork☆ 24.2KUpdated Oct 20, 2026
Create, edit, and validate URDF files describing robot structure. Check links, joints, coordinate frames, units, mesh placement, and mass properties, then use CAD Viewer to inspect the model and review each movable joint.
- Create a robot structure description
- Debug joint positions and motion axes
- Check mesh scale and placement
earthtojake/text-to-cad☆ 22KUpdated Oct 20, 2026
Create and edit 3D parts and assemblies with adjustable dimensions using cadgen. Export STEP, STL, 3MF, or GLB files, inspect geometry, and open existing models in CAD Viewer for visual review.
- Create a part from specified dimensions or a drawing
- Revise part dimensions and assembly placements
- Export models as STEP, STL, 3MF, or GLB
earthtojake/text-to-cad☆ 22KUpdated Oct 20, 2026
Guide desktop actions on a connected Linux computer using accessibility information that identifies buttons and fields. It covers checking keyboard focus, verifying results with screenshots, and handling limitations in XWayland apps and remote desktop viewers.
- Operate Linux buttons and fields using accessibility information
- Verify the input window before typing
- Work with remote desktop viewers
agent0ai/agent-zero☆ 19.5KUpdated Oct 15, 2026
Plan and run ablation studies, experiments that remove or replace parts of a method to test their contribution. Organize reviewer questions, priorities, expected outcomes, and compute costs, then record results and findings.
- Test how much each component contributes
- Plan experiments that address reviewer questions
- Prioritize comparisons within a compute budget
wanshuiyin/Auto-claude-code-research-in-sleep☆ 17.8KUpdated Oct 19, 2026
Address trusted human reviewers’ change requests on an existing Otto pull request. It guides fixes on the same branch, verification, replies with supporting evidence, and requests for another review before handing over the results.
- Addressing human reviewers’ requested changes
- Fixing and validating changes on the existing PR branch
- Replying to review threads with commits and test evidence
omnigent-ai/omnigent☆ 10.9KUpdated Oct 20, 2026
Create static technical drawings from object descriptions, photographs, or CAD models. Produce consistent views that explain shape or assembly, plus a viewer with zoom, editable colors, and downloads in SVG, PNG, and PDF formats.
- Creating an exploded view to explain an assembly
- Drawing aligned views from supplied dimensions
- Illustrating an object's shape from photographs
jakubkrehel/skills☆ 8.1KUpdated Oct 13, 2026
Review fiction for problems in structure, characters, prose, and consistency. Receive prioritized suggestions supported by passages from the text, using multiple reviewers when available or a single reviewer when the required setup is unavailable.
- Reviewing a chapter before publication
- Checking character motivations and setting consistency
- Prioritizing revisions across several chapters
zenstory-ai/oh-story-claudecode☆ 7.8KUpdated Oct 18, 2026
Read comments and replies on a Canva design, turn feedback into an edit plan, and apply approved changes. Identify conflicting requests and edits requiring manual work, then provide a checklist and reply to reviewers with the outcome.
- Applying review comments to a presentation
- Organizing conflicting feedback for a decision
- Listing design changes that require manual editing
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Extract YouTube transcripts and analyze messaging, structure, intended viewers, emotional appeal, credibility, and calls to action—requests for viewers to act. Analyze one video or compare several keyword-selected videos to identify recurring strategies and content gaps.
- Compare competitors' video content strategies
- Research intended viewers and their problems
- Identify topics competitors have not covered
browser-act/skills☆ 6.2KUpdated Aug 24, 2026
Apply improvement plans from skill-quality-reviewer to Claude Skills. Groups edits by file, handles conflicting recommendations by priority, backs up originals, and verifies the updates before producing a report of changes and verification results.
- Applying recommended fixes from a skill quality review
- Updating SKILL.md and reference files from a plan
- Resolving conflicting improvement recommendations
Galaxy-Dawn/claude-scholar☆ 5.9KUpdated Oct 19, 2026
Draft and revise research papers, thesis sections, and responses to reviewers, primarily in Chinese or in English on request. Organize arguments around supplied evidence while preserving formulas, citations, terminology, and measured results.
- Drafting abstracts and introductions from research notes
- Improving logic and wording in thesis manuscripts
- Preparing responses to peer reviewers
zLanqing/codex-claude-academic-skills☆ 5.1KUpdated May 14, 2026
Apply improvement plans from skill-quality-reviewer to Claude Skills. Groups edits by file, handles conflicting recommendations by priority, backs up originals, and verifies the updates before producing a report of changes and verification results.
- Applying recommended fixes from a skill quality review
- Updating SKILL.md and reference files from a plan
- Resolving conflicting improvement recommendations
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Review difference-in-differences analyses, which compare changes across treated and comparison groups. It checks pre-policy trends, event-study charts, assumption violations, placebo tests, and robustness, then organizes findings and suggested revisions into a structured report.
- Planning checks before a DID analysis
- Reviewing a DID paper
- Checking your own empirical results
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Develop game theory papers from topics, model ideas, or drafts. The skill guides research questions, model design, equilibrium analysis, writing, and revision, with checks for mathematical rigor, citation gaps, and responses to reviewer comments.
- Turn a research topic into a game theory model
- Check equilibrium analysis and proofs
- Revise a draft's structure and wording
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Draft and review statistical manuscripts in LaTeX, a document preparation format. Turn outlines into sections, prepare abstracts and keywords, check references and structure, and draft reviewer reports, response letters, or a book manuscript framework.
- Drafting an abstract and keywords from a finished paper
- Expanding a section outline into LaTeX prose
- Checking manuscript structure and references
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Plan philosophy and interdisciplinary papers by comparing preprint platforms, searching literature, identifying unanswered questions, and assessing originality. Receive a detailed outline with section word counts, key citations, and improvements based on a reviewer-style assessment.
- Planning a philosophy or interdisciplinary paper
- Choosing a suitable preprint platform
- Finding research gaps and assessing originality
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Evaluate feedback from reviewers, CI bots, or other AI agents against the actual code and requirements. Apply valid fixes one at a time, verify each change, and explain disagreements using evidence from callers, tests, or existing conventions.
- Assess whether a review comment requires a code change
- Respond to feedback from CI bots or AI reviewers
- Explain disagreements with evidence from the code
nyldn/claude-octopus☆ 4.3KUpdated Oct 19, 2026
Turn a specified GCP access request into a reviewable Pulumi change and pull request. Select the narrowest suitable role and encrypt personal email identities, covering resource permissions and Cloud Run viewer access through IAP, an access gateway.
- Prepare a request for GCS bucket read access
- Add a viewer to a Cloud Run service protected by IAP
- Prepare service account impersonation permissions
marin-community/marin☆ 4KUpdated Oct 20, 2026
Validate screenshot and viewer HTML quality for PR evidence. Run this after adding or modifying images under .agents/evidence/pr/ or .agents/recordings/, or after generating a new viewer HTML file. Combines image quality checks (resolution, blankness, file size) with Playwright-based viewer rendering verification.
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liaohch3/claude-tap☆ 3.3KUpdated Oct 20, 2026
omicsViewer visualizes ExpressionSet (or SummarizedExperiment) in an interactive way. The omicsViewer has a separate back- and front-end. In the back-end, users need to prepare an ExpressionSet that contains all the necessary information for the downstream data interpretation. Some extra requirements on the headers of phenotype data or feature data are imposed so that the provided information can be clearly recognized by the front-end, at the same time, keep a minimum modification on the existin
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bioMate-AI/biomate-bioconductor-kb☆ 797Updated Jun 21, 2026
Review IEEE conference, journal, Transactions, Letters, or magazine manuscripts from a technical reviewer perspective using routed IEEE review gates. Use when evaluating scope fit, novelty, validity, data, clarity, compliance, advancement, engineering significance, method soundness, experiment sufficiency, baseline fairness, figure/table quality, formatting risks, rejection risk, major revision strategy, pre-submission readiness, or the quality and specificity of reviewer comments that may be generic, careless, contradictory, or possibly AI-generated.
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CloudWave818/ieee-skills☆ 396Updated Aug 12, 2026
Draft, diagnose, and improve IEEE rebuttals, revision plans, cover letters, response letters, and point-by-point replies using routed reviewer-comment handling. Use when responding to IEEE reviewer or editor comments about novelty, scope, method, experiments, baselines, figures, tables, citations, writing, LaTeX formatting, limitations, compliance, technical correctness, or reviewer comments that appear generic, contradictory, unsupported, careless, or possibly AI-generated.
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CloudWave818/ieee-skills☆ 396Updated Aug 12, 2026
Address PR reviewer feedback by evaluating comments, proposing fixes, and executing after user approval. Use when the user wants to handle review comments on an existing PR, address PR feedback, fix PR comments, respond to reviewer suggestions, or process code review feedback. Triggers on "address PR feedback", "handle review comments", "fix PR comments", "respond to PR review", "process reviewer feedback", or when given a PR number/URL with intent to address its comments.
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woocommerce/woocommerce-android☆ 319Updated Oct 21, 2026