اپنے ایجنٹ کے لیے موزوں صلاحیت تلاش کریں۔
Tracks ctDNA dynamics over time for treatment response monitoring using serial liquid biopsy samples. Analyzes tumor fraction trends, mutation clearance kinetics, and defines molecular response criteria. Use when monitoring patients during therapy or detecting molecular relapse before clinical progression.
Route `/codex ...` requests to the local Codex CLI for one-shot autonomous execution. Use when the user explicitly invokes `/codex` or asks to hand a task off to Codex. Preserves the prompt verbatim, handles non-git directories, captures failures cleanly, and returns Codex's final message.
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
Document leftover tasks as GitHub issues with full correlation to branch, PR, and original work plan. Use when ending a session with incomplete work that another agent should pick up.
Expert at organizing specs and splitting tasks across multiple GitHub repositories. Handles monorepo, polyrepo, and parent repo architectures. Activates for multi-project GitHub setups, task splitting, spec organization, team allocation, cross-repo coordination.
Analyzes existing brownfield projects to map documentation structure to SpecWeave's PRD/HLD/Spec/Runbook pattern. Scans folders, classifies documents, detects external tools (Jira, ADO, GitHub), and creates project context map for just-in-time migration. Activates for brownfield, existing project, migrate, analyze structure, legacy documentation.
Standard format for ALL GitHub issues created by SpecWeave. Ensures checkable acceptance criteria, task connections, working links, and consistent metadata. Activates for create GitHub issue, sync to GitHub, format GitHub issue, standardize issue.
Intelligent multi-project specification splitting and organization. Analyzes user stories to map them to correct projects (FE, BE, MOBILE, INFRA) based on content, tech stack, and component architecture. Creates project-specific folder structure and splits monolithic specs. Activates for multi-project JIRA/GitHub setups, brownfield projects with multiple teams, microservices architecture. Keywords: multi-project, project mapping, spec splitting, JIRA projects, multiple projects, microservices, FE/BE/MOBILE split, intelligent classification.
Task-level GitHub issue tracking for SpecWeave increments. Provides fine-grained progress tracking via issue comments, task checklists, and labels. Enables team collaboration on individual tasks. Activates for task tracking, GitHub comments, issue updates, task progress, team collaboration, granular tracking.
Comprehensive service design methodology for creating sustainable solutions and optimal experiences for both customers and service providers. Use when designing end-to-end service experiences, creating customer journey maps, building service blueprints, mapping service ecosystems, identifying touchpoints and pain points, designing frontstage/backstage interactions, or improving existing service delivery. Applicable to digital services, physical services, and hybrid product-service systems.
Complete glitch art, datamosh, and video distortion effects system. PROACTIVELY activate for: (1) Datamosh/pixel bleeding effects, (2) VHS/analog glitch simulation, (3) Digital corruption effects, (4) Displacement mapping, (5) Wave/ripple distortions, (6) Pixelation and mosaic effects, (7) Chromatic aberration, (8) Scan line effects, (9) Time-based distortions (echo, trails), (10) Lens distortion and barrel effects. Provides: minterpolate for datamosh, displacement filter, geq pixel manipulation, noise and artifacts, rgbashift/chromashift for color separation, lagfun for trails, tmix for frame blending, tblend for frame difference effects.
Export SpecWeave skills to Agent Skills open standard format (agentskills.io). Converts Claude Code plugin skills to portable SKILL.md files compatible with GitHub Copilot, VS Code, Gemini CLI, Cursor, and other Agent Skills-compatible tools. Activates for export skills, agent skills, github skills, skills.md, agentskills, portable skills, convert skills, skill export, cross-platform skills.
Expert in analyzing and recommending release strategies for software projects. Detects existing release patterns in brownfield projects (git tags, CI/CD workflows, changelogs, version files). Suggests optimal strategies based on architecture (single-repo, multi-repo, monorepo, microservices), team size, deployment frequency, and dependencies. Creates comprehensive release-strategy.md in living docs (.specweave/docs/internal/delivery/ or projects/{id}/delivery/). Activates for release strategy, versioning strategy, multi-repo releases, monorepo versioning, semantic versioning, coordinated releases, independent releases, release planning, version alignment, brownfield release analysis, deployment strategy, CI/CD release, how to version, release best practices.
DevOps specialist for CI/CD, infrastructure as code, and deployment automation. Invoke for pipelines, Docker, Kubernetes, cloud platforms, GitOps. Keywords: DevOps, CI/CD, Docker, Kubernetes, Terraform, GitHub Actions.
Expert Claude Code marketplace publishing covering npm publishing, GitHub releases, semantic versioning, plugin packaging, README documentation, CHANGELOG management, marketplace submission, and plugin distribution. Activates for publish plugin, npm publish, marketplace, release plugin, semantic versioning, semver, plugin distribution, publish to npm, github release.
Smart deployment platform router for Vercel vs Cloudflare vs GitHub Pages. Analyzes project structure, framework, SEO needs, runtime requirements, AND repository visibility (private/public). Routes to Cloudflare for private repos (GitHub Pages requires paid plan), Vercel for dynamic SEO, GitHub Pages only for public repos. Activates for deploy, vercel vs cloudflare, where to deploy, cloudflare workers, cloudflare pages, vercel deployment, edge deployment, SSR deployment, static site deployment, which hosting, deployment recommendation, github pages, private repo deployment.
Comprehensive progress synchronization expert. Explains when and how to use /sw:sync-progress for multi-system sync (tasks → docs → external tools). AUTO-CREATES missing external issues. Activates for sync progress, update progress, sync everything, sync all systems, sync to GitHub, sync to JIRA, how to sync, progress synchronization, multi-system sync, create github issue, no github issue linked.
Expert guide for setting up bidirectional synchronization between SpecWeave and external tools (GitHub Issues, Jira Epics, Azure DevOps Work Items). Provides interactive setup wizards with sync direction options (bidirectional, export-only, import-only, manual). Activates for GitHub sync, Jira integration, Azure DevOps, ADO, external tool setup, issue tracking sync, sync configuration, bidirectional sync, import issues, export increments, sync direction, GitHub issues, Jira epics, work items, project management tools.
ACTIVE router that detects development tasks and spawns specialized agents. Activates for: React, Vue, Next.js, frontend, dashboard, component, UI, UX, GitHub, API, backend, database, SQL, PostgreSQL, MongoDB, Redis, Kubernetes, K8s, Docker, Terraform, AWS, Azure, GCP, infrastructure, ML, machine learning, model, training, AI, data science, testing, TDD, test-driven, Vitest, Jest, Playwright, E2E, mobile, React Native, iOS, Android, Expo, Kafka, streaming, event-driven, messaging, payments, Stripe, checkout, billing, subscriptions, release, deploy, CI/CD, pipeline, version, diagram, architecture, C4, Mermaid, flowchart, increment, specweave, /sw:, spec.md, tasks.md, living docs.
Technical documentation writer that generates docs ONE SECTION AT A TIME (Installation → Usage → API → Examples) to prevent crashes. Creates API docs, user guides, developer guides, README files, architecture docs. **CRITICAL CHUNKING RULE - Prevents 3000+ line doc crashes.** Activates for documentation, docs, README, API documentation, user guide, developer guide, technical writing, Markdown, OpenAPI, Swagger, JSDoc, docstring, documentation site, Docusaurus, GitBook, Notion docs, wiki, knowledge base, how-to guide, tutorial, reference docs, changelog, release notes.
