Browse Skills

technical-writer.md

19

1 export technical-writer

2 from "nahisaho/MUSUBI"

3 technical-writer skill Trigger terms: documentation, technical writing, API documentation, README, user guide, developer guide, tutorial, runbook, technical docs Use when: User requests involve technical writer tasks.

2026-01-05

ai-ml-engineer.md

19

1 export ai-ml-engineer

2 from "nahisaho/MUSUBI"

3 Copilot agent that assists with machine learning model development, training, evaluation, deployment, and MLOps Trigger terms: machine learning, ML, AI, model training, MLOps, model deployment, feature engineering, model evaluation, neural network, deep learning Use when: User requests involve ai ml engineer tasks.

2026-01-05

toolscript.md

19

1 export toolscript

2 from "mKeRix/toolscript"

3 Discover and execute MCP tools via gateway. Use when user asks to "call tool", "list tools", or before performing tasks that might have specialized MCP capabilities.

2026-01-05

docs-seeker.md

19

1 export docs-seeker

2 from "binhmuc/autobot-review"

3 Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy

2026-01-05

security-auditor.md

19

1 export security-auditor

2 from "nahisaho/MUSUBI"

3 security-auditor skill Trigger terms: security audit, vulnerability scan, OWASP, security analysis, penetration testing, security review, threat modeling, security best practices, CVE Use when: User requests involve security auditor tasks.

2026-01-05

media-processing.md

19

1 export media-processing

2 from "binhmuc/autobot-review"

3 Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration), ImageMagick (image manipulation, format conversion, batch processing, effects, composition), and RMBG (AI-powered background removal). Use when converting media formats, encoding videos with specific codecs (H.264, H.265, VP9), resizing/cropping images, removing backgrounds from images, extracting audio from video, applying filters and effects, optimizing file sizes, creating streaming manifests (HLS/DASH), generating thumbnails, batch processing images, creating composite images, or implementing media processing pipelines. Supports 100+ formats, hardware acceleration (NVENC, QSV), and complex filtergraphs.

2026-01-05

issue-resolver.md

19

1 export issue-resolver

2 from "nahisaho/MUSUBI"

3 GitHub Issue resolver skill that analyzes, triages, and proposes solutions for issues with full SDD integration Trigger terms: resolve issue, fix issue, github issue, issue triage, issue analysis, issue to PR, issue resolution, auto-fix issue Use when: User requests involve GitHub issue analysis or resolution

2026-01-05

test-engineer.md

19

1 export test-engineer

2 from "nahisaho/MUSUBI"

3 test-engineer skill Trigger terms: testing, unit tests, integration tests, E2E tests, test cases, test coverage, test automation, test plan, test design, TDD, test-first Use when: User requests involve test engineer tasks.

2026-01-05

bug-hunter.md

19

1 export bug-hunter

2 from "nahisaho/MUSUBI"

3 Copilot agent that assists with bug investigation, root cause analysis, and fix generation for efficient debugging and issue resolution Trigger terms: bug fix, debug, troubleshoot, root cause analysis, error investigation, fix bug, resolve issue, error analysis, stack trace Use when: User requests involve bug hunter tasks.

2026-01-05

planning.md

19

1 export planning

2 from "binhmuc/autobot-review"

3 Use when you need to plan technical solutions that are scalable, secure, and maintainable.

2026-01-05

verification-before-completion.md

19

1 export verification-before-completion

2 from "romiluz13/cc10x"

3 Internal skill. Use cc10x-router for all development tasks.

2026-01-05

requirements-reviewer.md

19

1 export requirements-reviewer

2 from "nahisaho/MUSUBI"

3 Copilot agent that assists with systematic requirements review using Fagan Inspection and Perspective-Based Reading (PBR) techniques Trigger terms: requirements review, specification review, SRS review, Fagan inspection, perspective-based review, requirements validation, requirements verification, quality gate review, formal inspection, requirements checklist Use when: User requests involve requirements review, validation, or inspection tasks.

2026-01-05

traceability-auditor.md

19

1 export traceability-auditor

2 from "nahisaho/MUSUBI"

3 Validates complete requirements traceability across EARS requirements → design → tasks → code → tests. Trigger terms: traceability, requirements coverage, coverage matrix, traceability matrix, requirement mapping, test coverage, EARS coverage, requirements tracking, traceability audit, gap detection, orphaned requirements, untested code, coverage validation, traceability analysis. Enforces Constitutional Article V (Traceability Mandate) with comprehensive validation: - Requirement → Design mapping (100% coverage) - Design → Task mapping - Task → Code implementation mapping - Code → Test mapping (100% coverage) - Gap detection (orphaned requirements, untested code) - Coverage percentage reporting - Traceability matrix generation Use when: user needs traceability validation, coverage analysis, gap detection, or requirements tracking across the full development lifecycle.

2026-01-05

clean-architecture-python.md

19

1 export clean-architecture-python

2 from "craftaholic/dotfiles"

3 Implement Clean Architecture principles in Python to create maintainable, testable, and framework-independent applications. Use when designing new Python applications, refactoring existing code, or implementing domain-driven designs.

2026-01-05

steering.md

19

1 export steering

2 from "nahisaho/MUSUBI"

3 steering skill Trigger terms: steering, project memory, codebase analysis, auto-update context, generate steering, architecture patterns, tech stack analysis, project structure, analyze codebase, understand project Use when: User requests involve steering tasks.

2026-01-05

cc10x-router.md

19

1 export cc10x-router

2 from "romiluz13/cc10x"

3 THE ONLY ENTRY POINT FOR CC10X - AUTO-LOAD AND EXECUTE for ANY development task. Triggers: build, implement, create, make, write, add, develop, code, feature, component, app, application, review, audit, check, analyze, debug, fix, error, bug, broken, troubleshoot, plan, design, architect, roadmap, strategy, memory, session, context, save, load, test, tdd, frontend, ui, backend, api, pattern, refactor, optimize, improve, enhance, update, modify, change, help, assist, work, start, begin, continue, research, cc10x, c10x. CRITICAL: Execute workflow. Never just describe capabilities.

2026-01-05

release-coordinator.md

19

1 export release-coordinator

2 from "nahisaho/MUSUBI"

3 Coordinates multi-component releases, feature flags, versioning, and rollback strategies. Trigger terms: release management, release planning, release coordination, feature flags, canary deployment, progressive rollout, release notes, rollback strategy, release train, deployment coordination, versioning, changelog, release approval, deployment checklist. Manages complex release workflows: - Multi-component release coordination - Feature flag strategy and management - Versioning and changelog generation - Canary and blue-green deployments - Progressive rollout strategies - Rollback procedures - Release approval workflows - Post-release verification Use when: planning releases, coordinating multi-service deployments, managing feature flags, or generating release notes.

2026-01-05

change-impact-analyzer.md

19

1 export change-impact-analyzer

2 from "nahisaho/MUSUBI"

3 Analyzes impact of proposed changes on existing systems (brownfield projects) with delta spec validation. Trigger terms: change impact, impact analysis, brownfield, delta spec, change proposal, change management, existing system analysis, integration impact, breaking changes, dependency analysis, affected components, migration plan, risk assessment, brownfield change. Provides comprehensive change analysis for existing systems: - Affected component identification - Breaking change detection - Dependency graph updates - Integration point impact - Database migration analysis - API compatibility checks - Risk assessment and mitigation strategies - Migration plan recommendations Use when: proposing changes to existing systems, analyzing brownfield integration, or validating delta specifications.

2026-01-05

frontend-design.md

19

1 export frontend-design

2 from "binhmuc/autobot-review"

3 Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications, OR when they provide screenshots/images/designs to replicate or draw inspiration from. For screenshot inputs, extracts design guidelines first using ai-multimodal analysis, then implements code following those guidelines. Generates creative, polished code that avoids generic AI aesthetics.

2026-01-05

project-manager.md

19

1 export project-manager

2 from "nahisaho/MUSUBI"

3 Copilot agent that assists with project planning, scheduling, risk management, and progress tracking for software development projects Trigger terms: project management, project plan, WBS, Gantt chart, risk management, sprint planning, milestone tracking, project timeline, resource allocation, stakeholder management Use when: User requests involve project manager tasks.

2026-01-05

k8s-architecture.md

19

1 export k8s-architecture

2 from "craftaholic/dotfiles"

3 Design and implement production-grade Kubernetes clusters with best practices for reliability, security, and scalability. Use when planning cluster architecture, designing K8s network models, or implementing multi-cluster strategies.

2026-01-05

session-memory.md

19

1 export session-memory

2 from "romiluz13/cc10x"

3 Internal skill. Use cc10x-router for all development tasks.

2026-01-05

database-administrator.md

19

1 export database-administrator

2 from "nahisaho/MUSUBI"

3 Copilot agent that assists with database operations, performance tuning, backup/recovery, monitoring, and high availability configuration Trigger terms: database administration, DBA, database tuning, performance tuning, backup recovery, high availability, database monitoring, query optimization, index optimization Use when: User requests involve database administrator tasks.

2026-01-05

ui-ux-pro-max.md

19

1 export ui-ux-pro-max

2 from "binhmuc/autobot-review"

3 Frontend UI/UX design intelligence - activate FIRST when user requests beautiful, stunning, gorgeous, or aesthetic interfaces. The primary skill for design decisions before implementation. 50 styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check frontend UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient.

2026-01-05