GitHub
rate-limiting-patterns
Use when implementing rate limiting, throttling, or API quotas. Covers algorithms like token bucket and sliding window, plus distributed rate limiting patterns.
☆ 21View skill
melodic-software AI Skills
GitHub ↗Browse published AI skills maintained by melodic-software. Compare skill descriptions and follow each source repository for setup instructions.
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Indexed skills
272Repository stars across indexed skills
5,803Repository forks
1,102Average repository stars per indexed skill
21Repository stars may repeat across skills from the same repository.
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GitHub
cognitive-load-assessment
Measure and manage team cognitive load
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GitHub
docs-management
Single source of truth and librarian for ALL Claude official documentation. Manages local documentation storage, scraping, discovery, and resolution. Use when finding, locating, searching, or resolving Claude d...
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GitHub
content-versioning
Use when implementing draft/publish workflows, version history, content rollback, or audit trails. Covers versioning strategies, snapshot storage, diff generation, and version comparison APIs for headless CMS.
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GitHub
authentication-patterns
Comprehensive authentication implementation guidance including JWT best practices, OAuth 2.0/OIDC flows, Passkeys/FIDO2/WebAuthn, MFA patterns, and secure session management. Use when implementing login systems...
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GitHub
agentic-layer-audit
Audit codebase for agentic layer coverage and identify gaps. Use when assessing agentic layer maturity, identifying investment opportunities, or evaluating primitive coverage.
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GitHub
design-interview-methodology
4-step framework for system design interviews. Use when preparing for technical interviews, practicing whiteboard design, or structuring architectural discussions. Covers requirements gathering, high-level desi...
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GitHub
jtbd-analysis
Jobs to Be Done (JTBD) framework by Clayton Christensen. Analyzes requirements through the lens of what 'job' customers hire products to do. Covers functional, emotional, and social jobs. Use when understanding...
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GitHub
system-diagnostics
Comprehensive Windows 11 system diagnostics via PowerShell. Diagnoses crashes, freezes, reboots, BSOD, disk health, memory issues, hardware errors, and performance problems. Use when troubleshooting Windows sta...
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GitHub
cqrs-architecture
CQRS pattern implementation and query optimization
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GitHub
toml-command-builder
Guide for building Gemini CLI TOML custom commands. Covers syntax, templates, argument handling, shell injection, and file injection. Use when creating Gemini TOML commands, adding {{args}} argument handling, i...
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GitHub
test-case-design
Apply systematic test case design techniques including equivalence partitioning, boundary value analysis, decision tables, and state transition testing.
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GitHub
image-optimization
Use when implementing responsive images, format conversion, focal point cropping, or image processing pipelines. Covers srcset generation, WebP/AVIF conversion, lazy loading, and image transformation APIs for h...
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GitHub
page-structure-design
Use when designing page hierarchies, page templates, layout zones, or sitemap structures. Covers page sets, template inheritance, component zones, and page tree APIs for headless CMS architectures.
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GitHub
context-hierarchy-design
Design memory hierarchy with progressive loading for optimal context management. Use when organizing CLAUDE.md imports, implementing just-in-time context loading, or designing priming hierarchies for agents.
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GitHub
content-relationships
Use when designing references between content items, content picker fields, many-to-many relationships, or bidirectional links. Covers relationship types, reference integrity, eager/lazy loading, and relationsh...
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GitHub
vulnerability-management
Vulnerability lifecycle management including CVE tracking, CVSS scoring, risk prioritization, remediation workflows, and coordinated disclosure practices
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GitHub
adw-design
Guide creation of AI Developer Workflows (ADWs) that combine deterministic orchestration code with non-deterministic agents. Use when building automated development pipelines, designing AFK agent systems, or im...
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GitHub
leverage-point-audit
Audit a codebase for the 12 leverage points of agentic coding. Identifies gaps and provides prioritized recommendations. Use when improving agentic coding capability, analyzing why agents fail, or optimizing a...
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GitHub
contract-first-design
Design and manage API contracts before implementation using OpenAPI and AsyncAPI specifications for contract-first development
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GitHub
task-based-multiagent
Set up task-based multi-agent systems with shared task files. Use when setting up parallel agent execution, designing worktree isolation patterns, or implementing task file coordination.
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GitHub
meta-agentic-creation
Create meta prompts, meta agents, and meta skills that build other agentic components. Use when scaling agentic layer development, creating generators/templates, or implementing "build the system that builds th...
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GitHub
strategic-plays
Identify strategic options and gameplay patterns from Wardley Maps
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GitHub
multi-site-theming
Use when implementing per-site themes, white-labeling, or brand override systems. Covers tenant-specific branding, theme inheritance, CSS variable hierarchies, and dynamic theme switching for multi-site CMS arc...
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.