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softspark

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• 112 skills
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1. ▌
   Design Engineering · softspark bundle

   UI craftsmanship: animation rules, easing, micro-interactions, state polish. Triggers: animation, transition, ease-out, motion, micro-interaction, hover, loading state, UI polish.
   0 installs
2. ▌
   Ecommerce Patterns · softspark

   E-commerce: cart, checkout, payments (Stripe/Adyen), order state, inventory, promos, tax. Triggers: cart, checkout, SKU, payment, Stripe, Shopify, Medusa, Magento, coupon, refund.
   0 installs
3. ▌
   JSON Mode Patterns · softspark

   Structured JSON output from Claude: tool-use-as-JSON, schema, parsing, partial recovery. Triggers: JSON mode, structured output, schema validation, JSON parsing.
   0 installs
4. ▌
   Migration Patterns · softspark

   Zero-downtime DB migrations: expand-contract, double-write, backfill, blue-green. Triggers: migration, schema change, backfill, ALTER TABLE, online DDL.
   0 installs
5. ▌
   Design An Interface · softspark

   Generates and compares parallel interface designs (Ousterhout 'Design It Twice'). Triggers: design API, interface options, compare modules, design it twice.
   0 installs
6. ▌
   Typescript Patterns · softspark

   TypeScript types: generics, discriminated unions, Zod, satisfies, branded types. Triggers: TypeScript, TS, generics, Zod, satisfies, strict mode.
   0 installs
7. ▌
   Ubiquitous Language · softspark

   Extracts DDD ubiquitous language glossary, flags ambiguities, saves to UBIQUITOUS_LANGUAGE.md. Triggers: define domain terms, build glossary, harden terminology, DDD, domain model.
   0 installs
8. ▌
   Claude Toolkit Rules · softspark

   SoftSpark working agreement: never guess a home directory path, give at least three alternatives, and apply a devil's advocate critique to decisions. Triggers: toolkit, conventions, workflow, alternatives, review.
   0 installs
9. ▌
   Subagent Development · softspark bundle

   Executes plans via fresh subagents per task with two-stage review (spec → quality). Triggers: subagent execution, execute plan, fresh agent per task, spec compliance review.
   0 installs
10. ▌
    Architecture Decision · softspark bundle

    Architecture decisions in ADR/RFC/RFD format: context, constraints, options, recommendation. Triggers: ADR, RFC, RFD, trade-offs, design choice, pick between, evaluate approach.
    0 installs
11. ▌
    Performance Profiling · softspark

    Performance: golden signals, p50/p95/p99, flame graphs, load testing. Triggers: performance, slow, latency, p99, flame graph, bottleneck, memory leak.
    0 installs
12. ▌
    Model Routing Patterns · softspark

    Multi-model pipelines (Haiku/Sonnet/Opus): cost routing, escalation, fallback chains. Triggers: model routing, Haiku, Sonnet, Opus, escalation, fallback chain.
    0 installs
13. ▌
    Observability Patterns · softspark

    Observability: structured logs, metrics (RED/USE), tracing, SLO/SLI. Triggers: logging, metrics, Prometheus, Grafana, OpenTelemetry, trace, monitoring.
    0 installs
14. ▌
    Documentation Standards · softspark

    KB conventions: YAML frontmatter, 10-category taxonomy (reference/howto/procedures/troubleshooting/best-practices/decisions/runbooks/planning/business/templates). Triggers: kb/, SOP, runbook, howto, frontmatter, knowledge base.
    0 installs
15. ▌
    Prompt Caching Patterns · softspark

    Anthropic API prompt caching: TTL, breakpoints, stacking, invalidation, hit rate. Triggers: prompt caching, cache_control, cache breakpoint, cache TTL, hit rate.
    0 installs
16. ▌
    AI Toolkit Rules · softspark

    Mandatory engineering, security, testing, git, performance, quality, and response rules. Claude MUST load this skill for every technical, coding, debugging, review, architecture, DevOps, data, or file-editing task in Chat or Cowork.
    0 installs
17. ▌
    Content Moderation Patterns · softspark

    Content moderation with Claude: pre-filter vs LLM-classify, categories, thresholds, HITL. Triggers: moderation, safety filter, policy enforcement, content classifier.
    0 installs
18. ▌
    Verification Before Completion · softspark

    Forces verification commands before success claims. Evidence before assertions. Triggers: complete, fixed, passing, done, ready, verified.
    0 installs
19. ▌
    CI CD Patterns · softspark

    CI/CD: GitHub Actions, GitLab CI, Jenkins, caching, blue-green, canary. Triggers: CI, CD, pipeline, GitHub Actions, workflow YAML, release, canary, rollout.
    0 installs
20. ▌
    Hipaa Validate · softspark bundle

    HIPAA validator: PHI exposure, audit logging, encryption, access control, BAA refs. Triggers: HIPAA, PHI, healthcare compliance, audit log, BAA.
    0 installs
21. ▌
    Plugin Creator · softspark

    Creates opt-in plugin packs with manifests + module scaffolding for Claude/Codex. Triggers: new plugin, plugin pack, plugin scaffold.
    0 installs
22. ▌
    Swift Patterns · softspark bundle

    Swift/iOS: SwiftUI, Combine, async/await, actors, SPM, Core Data, UIKit interop. Triggers: Swift, SwiftUI, Combine, iOS, Xcode, actor, Core Data, @MainActor, @State.
    0 installs
23. ▌
    Command Creator · softspark

    Creates new Claude Code slash commands with frontmatter and validation. Triggers: new slash command, create command, command scaffold.
    0 installs
24. ▌
    Csharp Patterns · softspark

    C#/.NET: LINQ, async/await, DI, records, nullable refs, ASP.NET Core, EF Core, MediatR. Triggers: C#, .NET, dotnet, ASP.NET, EF Core, LINQ, record type, IServiceCollection.
    0 installs
25. ▌
    Edit Discipline · softspark

    Change files with the edit and write tools, never by rewriting them through bash (sed, awk, tee, heredoc, redirection), and show `git diff` before reporting a file-changing task as done. Triggers: edit, write, modify, refactor, patch, fix, diff, review changes.
    0 installs
26. ▌
    Instinct Review · softspark

    Reviews/promotes/removes instincts from `.claude/instincts/*.md`. Triggers: instinct review, curate instincts, manage instincts, promote instinct.
    0 installs
27. ▌
    Kotlin Patterns · softspark

    Kotlin: coroutines, Flow, sealed/data classes, null safety, Ktor, Compose, KMP. Triggers: Kotlin, coroutine, Flow, suspend, Ktor, Jetpack Compose, KMP, kotlinx.
    0 installs
28. ▌
    Flutter Patterns · softspark

    Flutter/Dart: widgets, state mgmt (Riverpod/Bloc), navigation, platform channels. Triggers: Flutter, Dart, widget, Riverpod, Bloc, pubspec, hot reload.
    0 installs
29. ▌
    Prepare Test Env · softspark bundle

    Prepare or verify a project QA environment with source identity, readiness, browser access, evidence paths and owned cleanup. Use for autonomous delivery or application testing that needs a running app.
    0 installs
30. ▌
    Research Mastery · softspark

    Hierarchical retrieval: KB → MCP/Context7 → web. Triggers: research, fact-check, verify, synthesize, cross-reference, multi-source, cite sources.
    0 installs
31. ▌
    Testing Patterns · softspark bundle

    Testing strategy: pyramid, AAA, mocks/fakes/stubs, flaky tests, coverage. Triggers: test, fixture, mock, stub, e2e, TDD, Playwright, Cypress, flaky, coverage, property-based.
    0 installs
32. ▌
    Typescript Rules · softspark

    TypeScript/JavaScript coding rules: style, patterns, security, testing. Triggers: .ts, .tsx, .js, .jsx, package.json, tsconfig.json, React, Next.js, Vue, Vite, Vitest, Jest, ESLint.
    0 installs
33. ▌
    Database Patterns · softspark

    DB schema design and query tuning: normalization, indexing, N+1, transactions, EXPLAIN. Triggers: schema, index, slow query, N+1, PostgreSQL, MySQL, EXPLAIN, deadlock, query plan.
    0 installs
34. ▌
    Security Patterns · softspark bundle

    App security: OWASP, authN/authZ, input validation, secrets, TLS, CSRF/XSS/SQLi, JWT, CSP, LLM prompt injection. Triggers: security, OWASP, auth, JWT, CSRF, XSS, SQL injection, secrets, TLS, CSP, CORS, prompt injection, LLM output trust, tool permissions.
    0 installs
35. ▌
    Architecture Audit · softspark

    Audits codebase for architectural friction, shallow modules; proposes RFCs. Triggers: improve architecture, shallow modules, deepen modules, reduce coupling.
    0 installs
36. ▌
    MCP Patterns · softspark

    MCP server design: tool schemas, resources, stdio/SSE, capability negotiation. Triggers: MCP, Model Context Protocol, JSON-RPC, stdio, SSE, Claude Desktop.
    0 installs
37. ▌
    Python Rules · softspark

    Python coding rules: style, patterns, security, testing. Triggers: .py, .pyi, pyproject.toml, requirements.txt, Pipfile, FastAPI, Django, Flask, pytest, SQLAlchemy, ruff, mypy.
    0 installs
38. ▌
    RAG Patterns · softspark

    RAG: embeddings, chunking, hybrid search (BM25+vector), reranking, CRAG, multi-hop. Triggers: RAG, embedding, pgvector, Qdrant, Pinecone, Weaviate, reranker, semantic search.
    0 installs
39. ▌
    SEO Validate · softspark bundle

    SEO validator: meta/OG, Schema.org, hreflang, Core Web Vitals, crawlability. Triggers: SEO, meta tags, Schema.org, hreflang, LCP, INP, CLS, Core Web Vitals, sitemap, crawlability.
    0 installs
40. ▌
    Triage Issue · softspark

    Bug triage: explores codebase for root cause, files GitHub issue with TDD fix plan. Triggers: triage, investigate bug, fix plan, root cause, file issue, bug report.
    0 installs
41. ▌
    A11Y Validate · softspark bundle

    Accessibility validator: WCAG 2.1 AA, EN 301 549, EAA. Triggers: a11y, accessibility, WCAG, EAA, ARIA, contrast, keyboard, screen reader.
    0 installs
42. ▌
    Agent Creator · softspark

    Creates new specialized agents with frontmatter, tools, delegation. Triggers: new agent, create agent, agent scaffold, specialized agent.
    0 installs
43. ▌
    Deep Research · softspark

    Multi-source web research methodology: retrieve-vs-answer gate, complexity-scaled search budget, query craft, primary-source preference, source-conflict skepticism, adversarial verification, attribution-without-reproduction. Triggers: deep research, multi-source, web research, synthesize sources, cross-reference, fact synthesis, source verification.
    0 installs
44. ▌
    Docker Devops · softspark

    Docker/K8s: Dockerfile, multi-stage, compose, manifests, Helm. Triggers: Docker, Dockerfile, container, Kubernetes, k8s, compose, Helm, pod.
    0 installs
45. ▌
    Java Patterns · softspark

    Java: Spring Boot, CompletableFuture, records, sealed types, JPA/Hibernate, virtual threads. Triggers: Java, Spring, JPA, Hibernate, Maven, Gradle, virtual thread, sealed class.
    0 installs
46. ▌
    Medplum Rules · softspark

    Medplum (FHIR healthcare) coding rules: style, patterns, security, testing. Triggers: medplum.config.mts, medplum.config.ts, FHIR, Medplum, Bot, Subscription, Questionnaire.
    0 installs
47. ▌
    Prd To Issues · softspark

    Splits a PRD into vertical-slice GitHub issues with HITL/AFK tagging and dependencies. Triggers: PRD to issues, create tickets, break down PRD, work items.
    0 installs
48. ▌
    Refactor Plan · softspark

    Creates detailed refactor plan with tiny commits via interview, files as GitHub RFC. Triggers: refactor plan, refactoring RFC, incremental refactor, safe steps.
    0 installs
49. ▌
    Ruby Patterns · softspark

    Ruby/Rails: blocks, metaprogramming, ActiveRecord, Sidekiq, RSpec, Sorbet, Hanami. Triggers: Ruby, Rails, ActiveRecord, Sidekiq, RSpec, Gemfile, bundler, Hanami, Sorbet.
    0 installs
50. ▌
    Rust Patterns · softspark

    Rust: ownership, lifetimes, async (Tokio), Result/anyhow/thiserror, traits, unsafe. Triggers: Rust, borrow checker, lifetime, Tokio, cargo, trait, impl, Result, unsafe, clippy.
    0 installs
51. ▌
    Skill Creator · softspark bundle

    Creates new skills from templates via guided workflow. Triggers: new skill, create skill, skill scaffold, skill template.
    0 installs
52. ▌
    Autonomous Dev · softspark bundle

    Drives a brief, specification, issue or existing PR through implementation, review, tests and QA to a ready PR. Persists ownership, progress and commit-bound evidence for safe resumption. Use for autonomous software delivery or finishing an interrupted development run.
    0 installs
53. ▌
    Predict · softspark

    Analyzes diffs for regression risk and blast radius, generates risk-scored impact report. Triggers: PR review, code change risk, breaking change, blast radius, regression check.
    0 installs
54. ▌
    Biz Scan · softspark

    Scans codebase for revenue opportunities, KPIs, monetization gaps. Triggers: business metrics, KPI, analytics gaps, monetization, revenue.
    2 installs
55. ▌
    Briefing · softspark

    Executive daily briefing aggregating reports from all agents into decision-focused summary. Triggers: briefing, daily summary, status across system, executive update.
    0 installs
56. ▌
    Cve Scan · softspark bundle

    Scans deps for known CVEs via native audit (npm, pip, composer, cargo, go, bundler, dart). Triggers: CVE scan, vulnerability scan, npm audit, pip audit.
    0 installs
57. ▌
    Evaluate · softspark

    Evaluates RAG retrieval and LLM-as-judge metrics (faithfulness, relevancy, context precision). Triggers: measure RAG quality, knowledge gap, RAG eval, golden dataset.
    0 installs
58. ▌
    Grill Me · softspark

    Stress-tests a plan via Socratic questioning down each decision branch. Triggers: stress-test, grill me, validate assumptions, challenge plan, socratic review.
    0 installs
59. ▌
    Refactor · softspark bundle

    Refactors code for quality and maintainability. Triggers: refactor, clean up, restructure, improve code, modernize.
    0 installs
60. ▌
    Rollback · softspark bundle

    Rolls back git commit, DB migration, or deploy to known-good with safety + health checks. Triggers: rollback, revert deploy, revert migration, rollback commit, git revert.
    0 installs
61. ▌
    Workflow · softspark

    Starts and manages autonomous agent workflows. Triggers: workflow, start workflow, autonomous agents, agent pipeline.
    0 installs
62. ▌
    Cpp Rules · softspark

    C++ coding rules: style, patterns, security, testing. Triggers: .cpp, .cc, .cxx, .hpp, .h, CMakeLists.txt, Makefile, GoogleTest, clang-tidy.
    0 installs
63. ▌
    PHP Rules · softspark

    PHP coding rules: style, patterns, security, testing. Triggers: .php, composer.json, Laravel, Symfony, PHPUnit, PSR-12, Composer.
    0 installs
64. ▌
    Brainstorm · softspark

    Pre-artifact conversation that prices the zero option and can end in 'do not build this'. Triggers: brainstorm, should we build, is this worth it, explore idea, thinking out loud, half-formed idea.
    0 installs
65. ▌
    Clean Code · softspark bundle

    Code quality: meaningful names, SRP, DRY, small functions, guard clauses, refactoring. Triggers: clean code, naming, code smell, SRP, DRY, long function, god class, dead code.
    0 installs
66. ▌
    Dart Rules · softspark

    Dart/Flutter coding rules: style, patterns, security, testing. Triggers: .dart, pubspec.yaml, Flutter, Riverpod, Bloc, widget, StatelessWidget, StatefulWidget.
    0 installs
67. ▌
    Introspect · softspark

    Agent self-debugging and recovery. Use when stuck in loops, making repeated errors, or quality degrades. Triggers: introspect, self-debug, stuck, loop, why failing.
    0 installs
68. ▌
    Java Rules · softspark

    Java coding rules: style, patterns, security, testing. Triggers: .java, pom.xml, build.gradle, Spring, Spring Boot, JPA, Hibernate, JUnit, Maven, Gradle.
    0 installs
69. ▌
    Mem Search · softspark

    Searches past coding sessions for observations, decisions, context. Triggers: mem-search, recall session, past work, prior decisions, session history.
    0 installs
70. ▌
    QA Session · softspark

    Interactive QA: user reports bugs conversationally, agent files GitHub issues. Triggers: QA session, report bug, file issue, conversational QA, bug intake.
    0 installs
71. ▌
    Ruby Rules · softspark

    Ruby coding rules: style, patterns, security, testing. Triggers: .rb, Gemfile, .gemspec, Rails, ActiveRecord, Sidekiq, RSpec, Sorbet, rubocop.
    0 installs
72. ▌
    Rust Rules · softspark

    Rust coding rules: style, patterns, security, testing. Triggers: .rs, Cargo.toml, Cargo.lock, Tokio, Axum, Serde, clippy, cargo test.
    0 installs
73. ▌
    App Builder · softspark

    App scaffolding: Next.js, Vite, Nuxt, Astro, FastAPI, Django, Laravel, RN, Flutter. Triggers: scaffold, bootstrap, new project, starter, dashboard, mobile app.
    0 installs
74. ▌
    Brand Voice · softspark bundle

    Direct technical voice for docs, README, user-facing text. Concise/strict modes. Triggers: documentation, README, content, output-mode, voice, prose style.
    0 installs
75. ▌
    Git Mastery · softspark

    Advanced Git: rebase, bisect, reflog, cherry-pick, worktrees, LFS. Triggers: rebase, bisect, cherry-pick, reflog, force push, merge conflict, worktree.
    0 installs
76. ▌
    MCP Builder · softspark

    Builds production MCP servers via 4-phase methodology: research, implement, test, evaluate. Triggers: build MCP, new MCP, MCP integration, MCP server scaffold.
    0 installs
77. ▌
    Night Watch · softspark

    Autonomous maintenance (dep updates, dead code, small refactors) in isolated branch, off-hours. Triggers: night watch, autonomous maintenance, dep updates.
    0 installs
78. ▌
    Orchestrate · softspark

    Coordinates multiple specialized agents in parallel. Triggers: orchestrate, multi-agent, parallel agents, coordinate agents.
    0 installs
79. ▌
    Output Mode · softspark

    Answer concisely: lead with the result, no preamble, tables over prose, no trailing restatement of a diff the reader can already see. Triggers: response style, verbosity, summary, explanation, report.
    0 installs
80. ▌
    Prd To Plan · softspark

    Converts PRD into phased plan via tracer-bullet vertical slices. Triggers: PRD to plan, break down PRD, implementation plan, tracer bullets, phased plan.
    0 installs
81. ▌
    Skill Audit · softspark

    Scans skills/agents for security risks: dangerous patterns, secrets, excessive perms. Triggers: skill audit, security scan, agent audit, dangerous pattern.
    0 installs
82. ▌
    Swift Rules · softspark

    Swift coding rules: style, patterns, security, testing. Triggers: .swift, Package.swift, .xcodeproj, SwiftUI, Combine, async/await, XCTest.
    0 installs
83. ▌
    Write A Prd · softspark bundle

    Creates PRD via interactive interview + codebase exploration + module design. Triggers: write PRD, product requirements, plan new feature, PRD interview.
    0 installs
84. ▌
    API Patterns · softspark bundle

    API design: naming, versioning, pagination, idempotency, OpenAPI, error contracts and safe retries. Triggers: API design, REST, GraphQL, OpenAPI, Swagger, error response, HTTP status, rate limit.
    0 installs
85. ▌
    Csharp Rules · softspark

    C#/.NET coding rules: style, patterns, security, testing. Triggers: .cs, .csproj, .sln, ASP.NET, ASP.NET Core, EF Core, LINQ, NUnit, xUnit, dotnet.
    0 installs
86. ▌
    Golang Rules · softspark

    Go coding rules: style, patterns, security, testing. Triggers: .go, go.mod, go.sum, Gin, Echo, Gorilla, testing, gofmt.
    0 installs
87. ▌
    Hook Creator · softspark

    Create new Claude Code lifecycle hook (PreToolUse/PostToolUse/Stop/SessionStart) with bash + hooks.json. Triggers: create hook, lifecycle hook, PreToolUse, PostToolUse, hook event.
    0 installs
88. ▌
    Kotlin Rules · softspark

    Kotlin coding rules: style, patterns, security, testing. Triggers: .kt, .kts, build.gradle.kts, Ktor, Jetpack Compose, coroutines, kotlinx.
    0 installs
89. ▌
    Plan · softspark bundle

    Breaks features/goals into phased plans with task lists, agent assignments, dependencies. Triggers: plan feature, implementation roadmap, break down task, project phases.
    0 installs
90. ▌
    Test · softspark bundle

    Runs project test suite with coverage, auto-detects framework (pytest, vitest, jest, flutter, go, cargo, phpunit). Triggers: run tests, test suite, coverage report.
    0 installs
91. ▌
    Chaos · softspark

    Injects controlled faults for resilience testing on non-prod. Triggers: chaos, fault injection, latency injection, dependency kill, resilience test.
    0 installs
92. ▌
    Debug · softspark bundle

    Systematic debugging via logs, health checks, hypothesis-driven investigation. Triggers: debug, error, trace root cause, fix bug, reproduce symptom, investigation.
    0 installs
93. ▌
    Index · softspark

    Reindexes KB for semantic search via vector store (Qdrant). Triggers: reindex KB, rebuild index, vector reindex, refresh embeddings.
    0 installs
94. ▌
    Panic · softspark

    Emergency kill switch — halts all agents via lockfile gate. Triggers: panic, stop everything, kill switch, halt agents, agents looping.
    0 installs
95. ▌
    Swarm · softspark

    Runs tasks via Map-Reduce, Consensus, or Relay swarms. Triggers: swarm, map-reduce, consensus swarm, relay swarm, parallel agents.
    0 installs
96. ▌
    Commit · softspark bundle

    Creates Conventional Commits with pre-commit validation. Triggers: commit, conventional commit, git commit, message.
    0 installs
97. ▌
    Deploy · softspark bundle

    Deploys with pre-flight checks and health verification. Triggers: deploy, deployment, ship, release, push to prod.
    0 installs
98. ▌
    Evolve · softspark

    Analyzes agent/skill failures, drafts prompt/permission fixes. Triggers: improve agent, refine skill, system prompt, optimize agent.
    0 installs
99. ▌
    Health · softspark bundle

    Service/infra health via liveness/readiness checks, resource usage, quick diagnostics. Triggers: health check, services up, system status, infra health, degraded service.
    0 installs
100. ▌
     Repeat · softspark

     Runs prompt/slash command on recurring interval until done or limit. Triggers: repeat, recurring task, poll status, run every N minutes, interval.
     0 installs