Comprehensive UI/UX and Backend component design skills for AI-assisted development with Claude
FAQ
ai-design-components is a Claude Code plugin with 76 hand-picked skills for development work, indexed on Flowy. Install it with the command on its page. It includes administering-linux, ai-data-engineering, architecting-data. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.
> /plugin marketplace add ancoleman/ai-design-components
Repo: ancoleman/ai-design-components

Full-stack development skills for AI-assisted development with Claude
A collection of 76 production-ready Claude Skills covering frontend, backend, DevOps, infrastructure, security, cloud, and AI/ML development. Skills provide Claude with domain expertise, decision frameworks, and production-ready code patterns.
Full documentation: ancoleman.github.io/ai-design-components
| Resource | Description |
|---|---|
| Getting Started | Introduction and overview |
| Installation | Setup instructions |
| Skills Reference | All 76 skills documented |
| Skillchain Guide | Guided workflow system |
The interactive installer handles everything - skills, skillchain, and plugins:
git clone https://github.com/ancoleman/ai-design-components.git
cd ai-design-components
./install.sh
The installer provides:
# Installer commands
./install.sh # Interactive mode
./install.sh plugins list # See all available plugins
./install.sh plugins install # Install all plugins
./install.sh skillchain # Install skillchain only
If you prefer using Claude's plugin commands directly:
# Add marketplace
claude plugin marketplace add ancoleman/ai-design-components
# Install all 19 plugins (76 skills)
claude plugin install ui-foundation-skills@ai-design-components
claude plugin install ui-data-skills@ai-design-components
claude plugin install ui-input-skills@ai-design-components
claude plugin install ui-interaction-skills@ai-design-components
claude plugin install ui-structure-skills@ai-design-components
claude plugin install ui-content-skills@ai-design-components
claude plugin install ui-assembly-skills@ai-design-components
claude plugin install backend-data-skills@ai-design-components
claude plugin install backend-api-skills@ai-design-components
claude plugin install backend-platform-skills@ai-design-components
claude plugin install backend-ai-skills@ai-design-components
claude plugin install devops-skills@ai-design-components
claude plugin install infrastructure-skills@ai-design-components
claude plugin install security-skills@ai-design-components
claude plugin install developer-productivity-skills@ai-design-components
claude plugin install data-engineering-skills@ai-design-components
claude plugin install ai-ml-skills@ai-design-components
claude plugin install cloud-provider-skills@ai-design-components
claude plugin install finops-skills@ai-design-components
Install only what you need:
# Add marketplace first
claude plugin marketplace add ancoleman/ai-design-components
# Install specific plugin groups
claude plugin install infrastructure-skills@ai-design-components
claude plugin install devops-skills@ai-design-components
claude plugin install security-skills@ai-design-components
# Marketplace
claude plugin marketplace add ancoleman/ai-design-components # Add
claude plugin marketplace rm ai-design-components # Remove
claude plugin marketplace list # List all
claude plugin marketplace update ai-design-components # Update
# Plugins
claude plugin install <plugin>@ai-design-components # Install
claude plugin uninstall <plugin> # Uninstall
# Validation
claude plugin validate .claude-plugin/marketplace.json # Validate
Once installed, use the /skillchain:start command for guided workflows:
/skillchain:start dashboard with charts and filters
/skillchain:start REST API with postgres
/skillchain:start kubernetes with monitoring
/skillchain:start RAG pipeline with embeddings
| Category | Skills | Description |
|---|---|---|
| Frontend | 15 | UI components, forms, data viz, navigation |
| Backend | 14 | Databases, APIs, auth, observability |
| DevOps | 6 | CI/CD, GitOps, platform engineering |
| Infrastructure | 12 | IaC, Kubernetes, networking, distributed systems |
| Security | 7 | Architecture, compliance, TLS, hardening |
| Developer Productivity | 7 | APIs, CLIs, SDKs, documentation |
| Data Engineering | 6 | Architecture, streaming, SQL, secrets |
| AI/ML | 4 | MLOps, RAG, prompt engineering |
| Cloud | 3 | AWS, GCP, Azure patterns |
| FinOps | 2 | Cost optimization, tagging |
See Skills Overview for the complete list.
MIT License - See LICENSE for details.
View Full Documentation | Built following Anthropic's Skills best practices
.claude-commands/
README.md
skillchain/
skillchain-data/
registries/
_index.yaml
ai-ml.yaml
backend.yaml
cloud.yaml
data.yaml
developer.yaml
devops.yaml
finops.yaml
frontend.yaml
infrastructure.yaml
security.yaml
registry.yaml
shared/
chain-context-schema.yaml
changelog.md
compatibility.md
execution-flow.md
execution-protocol.md
orchestrator-preference-guide.md
parallel-loading.md
preference-quick-ref.md
PREFERENCES_IMPLEMENTATION.md
preferences.md
skill-graph.yaml
theming-rules.md
validation.md
blueprints/
api-first.md
ci-cd.md
cloud.md
cost.md
crud-api.md
dashboard.md
data-pipeline.md
k8s.md
ml-pipeline.md
observability.md
rag-pipeline.md
security.md
categories/
ai-ml.md
backend.md
cloud.md
data.md
delegated.md
developer.md
devops.md
dynamic.md
finops.md
frontend.md
fullstack.md
infrastructure.md
multi-domain.md
security.md
help.md
start.md
.claude-plugin/
marketplace.json
.github/
ISSUE_TEMPLATE/
bug_report.yml
config.yml
documentation.yml
feature_request.yml
question.yml
roadmap_item.yml
skill_contribution.yml
ROADMAP.md
workflows/
deploy-pages.yml
validate-skillchain.yml
validate-skills.yml
.gitignore
CHANGELOG.md
CODE_OF_CONDUCT.md
CONTRIBUTING.md
demo/
DECISION_TREE.md
examples/
palo-alto-security-dashboard/
Dashboard.css
Dashboard.tsx
DonutChart.css
DonutChart.tsx
EmptyState.css
EmptyState.tsx
index.html
index.tsx
KPICard.css
KPICard.tsx
main.tsx
package.json
README.md
Toast.css
Toast.tsx
tokens.css
tsconfig.json
vite.config.ts
KEYWORD_TRIGGERS.md
QUICKSTART.md
README.md
SKILLCHAIN_WORKFLOW.md
USER_PROMPTS.md
evaluation/
evaluate.py
post_gen_evaluate.py
README.md
scenarios.yaml
install.sh
LICENSE
pages/
.gitignore
blog/
2025-12-02-skillchain-v2.1.md
2025-12-03-v0.4.0-progressive-disclosure.md
2025-12-03-v0.4.1-master-plans.md
2025-12-08-skillchain-v3.0.md
authors.yml
tags.yml
docs/
guides/
best-practices.md
creating-skills.md
llm-ecosystem.md
plugin-commands.md
research-methodology.md
skill-validation.md
installation.md
intro.md
master-plans/
ai-ml/
_category_.json
embedding-optimization.md
evaluating-llms.md
implementing-mlops.md
prompt-engineering.md
cloud/
_category_.json
deploying-on-aws.md
deploying-on-azure.md
deploying-on-gcp.md
data/
_category_.json
architecting-data.md
optimizing-sql.md
performance-engineering.md
secret-management.md
streaming-data.md
transforming-data.md
developer-productivity/
_category_.json
building-clis.md
debugging-techniques.md
designing-apis.md
designing-sdks.md
generating-documentation.md
managing-git-workflows.md
writing-github-actions.md
devops/
_category_.json
building-ci-pipelines.md
implementing-gitops.md
managing-incidents.md
platform-engineering.md
testing-strategies.md
writing-dockerfiles.md
finops/
_category_.json
optimizing-costs.md
resource-tagging.md
security-hardening.md
infrastructure/
_category_.json
administering-linux.md
architecting-networks.md
configuring-nginx.md
designing-distributed-systems.md
implementing-service-mesh.md
load-balancing-patterns.md
managing-configuration.md
managing-dns.md
operating-kubernetes.md
planning-disaster-recovery.md
shell-scripting.md
writing-infrastructure-code.md
overview.md
security/
_category_.json
architecting-security.md
configuring-firewalls.md
implementing-compliance.md
implementing-tls.md
managing-vulnerabilities.md
siem-logging.md
skillchain/
architecture-diagram.md
architecture.md
blueprints.md
chain-context.md
delegated-execution.md
dynamic-chains.md
installation.md
overview.md
usage.md
skills/
ai-ml/
_category_.json
embedding-optimization.md
evaluating-llms.md
implementing-mlops.md
prompt-engineering.md
backend/
_category_.json
ai-data-engineering.md
deploying-applications.md
implementing-api-patterns.md
implementing-observability.md
implementing-realtime-sync.md
ingesting-data.md
model-serving.md
securing-authentication.md
using-document-databases.md
using-graph-databases.md
using-message-queues.md
using-relational-databases.md
using-timeseries-databases.md
using-vector-databases.md
cloud/
_category_.json
deploying-on-aws.md
deploying-on-azure.md
deploying-on-gcp.md
data-engineering/
_category_.json
architecting-data.md
optimizing-sql.md
performance-engineering.md
secret-management.md
streaming-data.md
transforming-data.md
developer-productivity/
_category_.json
building-clis.md
debugging-techniques.md
designing-apis.md
designing-sdks.md
generating-documentation.md
managing-git-workflows.md
writing-github-actions.md
devops/
_category_.json
building-ci-pipelines.md
implementing-gitops.md
managing-incidents.md
platform-engineering.md
testing-strategies.md
writing-dockerfiles.md
finops/
_category_.json
optimizing-costs.md
resource-tagging.md
frontend/
_category_.json
assembling-components.md
building-ai-chat.md
building-forms.md
building-tables.md
creating-dashboards.md
designing-layouts.md
displaying-timelines.md
guiding-users.md
implementing-drag-drop.md
implementing-navigation.md
implementing-search-filter.md
managing-media.md
providing-feedback.md
theming-components.md
visualizing-data.md
infrastructure/
_category_.json
administering-linux.md
architecting-networks.md
configuring-nginx.md
designing-distributed-systems.md
implementing-service-mesh.md
load-balancing-patterns.md
managing-configuration.md
managing-dns.md
operating-kubernetes.md
planning-disaster-recovery.md
shell-scripting.md
writing-infrastructure-code.md
overview.md
security/
_category_.json
architecting-security.md
configuring-firewalls.md
implementing-compliance.md
implementing-tls.md
managing-vulnerabilities.md
security-hardening.md
siem-logging.md
docusaurus.config.ts
package-lock.json
package.json
README.md
sidebars.ts
src/
components/
HomepageFeatures/
index.tsx
styles.module.css
css/
custom.css
pages/
index.module.css
index.tsx
llm-ecosystem.module.css
llm-ecosystem.tsx
markdown-page.md
theme/
BlogLayout/
index.tsx
styles.module.css
static/
.nojekyll
design/
skillchain-architecture-philosophy.md
img/
apple-touch-icon.png
favicon.ico
logo.png
social-card.jpg
llm-ecosystem.html
tsconfig.json
README.md
scripts/
fix_skill_invocations.py
requirements.txt
runtime/
BLUEPRINT_SPEC.md
completeness_checker.py
example_blueprint.md
INTEGRATION.md
skill-fixes/
add_toc.py
fix_second_person.py
rename_to_gerund.py
update_docs_gerund.py
sync_registry_invocations.py
validation/
__init__.py
__main__.py
blueprints.py
cli.py
config/
__init__.py
community.yaml
project.yaml
rules.yaml
formatters.py
README.md
result.py
rules.py
tui.py
validator.py
SETUP.md
skills/
administering-linux/
examples/
configs/
sshd_config.hardened
scripts/
backup.sh
systemd-units/
backup.service
backup.timer
webapp.service
outputs.yaml
references/
filesystem-management.md
network-configuration.md
performance-tuning.md
security-hardening.md
systemd-guide.md
troubleshooting-guide.md
SKILL.md
ai-data-engineering/
examples/
dagster-pipelines/
embedding_pipeline.py
feast-features/
README.md
requirements.txt
setup_features.py
... 1600 moreShowing a partial view of a very large repo.
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