Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
-
obsidian-literature-workflow
Use this skill when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature review, explicit agent-first Zotero ingestion, `Papers/` plus `Knowledge/` synthesis, collection-wide normalization, and a default literature canvas without Obsidian MCP.
Galaxy-Dawn/claude-scholar 3,201
-
uv-package-manager
Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.
Galaxy-Dawn/claude-scholar 3,201
-
code-review-excellence
This skill should be used when the user asks to review a diff or pull request, write review comments, audit code quality, establish review standards, or improve how a team performs code review.
Galaxy-Dawn/claude-scholar 3,201
-
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
Galaxy-Dawn/claude-scholar 3,201
-
architecture-design
Use only when creating new registrable ML components that require Factory or Registry patterns.
Galaxy-Dawn/claude-scholar 3,201
-
results-analysis
This skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model performance", "generate scientific figures", "check significance", "do ablation analysis", or mentions interpreting experiment data with rigorous statistics and visualization. It focuses on strict analysis bundles, not Results-section prose.
Galaxy-Dawn/claude-scholar 3,201
-
research-ideation
This skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps", "conduct gap analysis", "start research project", "conduct literature review", "define research question", "select research method", "plan research", or mentions research project initiation phase. Provides comprehensive guidance for research startup workflow from idea generation to planning.
Galaxy-Dawn/claude-scholar 3,201
-
obsidian-experiment-log
Use this skill when the user discusses experiment design, ablations, training runs, evaluation, baselines, metrics, failures, or result interpretation that should be logged into Obsidian experiment and result notes.
Galaxy-Dawn/claude-scholar 3,201
-
post-acceptance
This skill should be used when the user asks to "prepare conference presentation", "create presentation slides", "design poster", "make academic poster", "write promotion content", "create Twitter thread", or mentions post-acceptance conference preparation. Provides comprehensive workflow for presentation, poster, and promotion content creation.
Galaxy-Dawn/claude-scholar 3,201
-
json-canvas
Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.
Galaxy-Dawn/claude-scholar 3,201
-
obsidian-project-memory
This skill should be used when the user asks to maintain an Obsidian knowledge base for a research project, import an existing research repository into Obsidian, keep project memory or daily notes synchronized, summarize project context into durable notes, or update experiments, results, papers, writing, and plans in an Obsidian vault without requiring MCP.
Galaxy-Dawn/claude-scholar 3,201
-
obsidian-research-log
Use this skill when the user is discussing daily research work, TODOs, plans, standups, meetings, milestones, or general project progress that should be reflected in Obsidian daily notes, plan notes, and hub updates.
Galaxy-Dawn/claude-scholar 3,201
-
kaggle-learner
This skill should be used when the user asks to "learn from Kaggle", "study Kaggle solutions", "analyze Kaggle competitions", or mentions Kaggle competition URLs. Provides access to extracted knowledge from winning Kaggle solutions across NLP, CV, time series, tabular, and multimodal domains.
Galaxy-Dawn/claude-scholar 3,201
-
git-workflow
This skill should be used when the user asks to "create git commit", "manage branches", "follow git workflow", "use Conventional Commits", "handle merge conflicts", or asks about git branching strategies, version control best practices, pull request workflows. Provides comprehensive Git workflow guidance for team collaboration.
Galaxy-Dawn/claude-scholar 3,201
-
obsidian-project-lifecycle
Use this skill when the user wants to detach, archive, purge, or otherwise change the lifecycle state of an Obsidian project knowledge base.
Galaxy-Dawn/claude-scholar 3,201
-
kiro-spec-status
Show specification status and progress
gotalab/cc-sdd 3,080
-
kiro-validate-design
Interactive technical design quality review and validation
gotalab/cc-sdd 3,080
-
kiro-validate-impl
Validate feature-level integration after all tasks are implemented. Checks cross-task consistency, full test suite, and overall spec coverage.
gotalab/cc-sdd 3,080
-
kiro-spec-tasks
Generate implementation tasks for a specification
gotalab/cc-sdd 3,080
-
kiro-spec-batch
Create complete specs (requirements, design, tasks) for all features in roadmap.md using parallel sub-agent dispatch by dependency wave.
gotalab/cc-sdd 3,080
-
kiro-debug
Investigate implementation failures using root-cause-first debugging. Use when an implementer is blocked, verification fails, or repeated remediation does not converge.
gotalab/cc-sdd 3,080
-
kiro-spec-quick
Quick spec generation with interactive or automatic mode
gotalab/cc-sdd 3,080
-
kiro-steering-custom
Create custom steering documents for specialized project contexts
gotalab/cc-sdd 3,080
-
kiro-spec-init
Initialize a new specification with detailed project description
gotalab/cc-sdd 3,080