Repository
softspark/ai-toolkit agent skills
- skills
- 112
- GitHub stars
- 179
GitHub description: “Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor, Windsurf, Copilot, Gemini, Cline, Roo Code, Aider, Augment, Antigravity, Codex CLI, opencode).”
- Stars
- 179 (21 forks)
- Licence
- Apache-2.0
- Last push
- Oct 2026
- Created
- Mar 2026
- Homepage
- softspark.eu
- ai-agents
- ai-skills
- anthropic
- claude
- claude-code
- cline
- codex
- copilot
- cursor
- gemini
- mcp
- opencode
- toolkit
- windsurf
Install all skills
npx skills add softspark/ai-toolkitAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in softspark/ai-toolkit, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Prepare or verify a project QA environment with source identity, readiness, browser access, evidence paths and owned cleanup. | softspark/ | 179 | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 2 | Accessibility validator: WCAG 2.1 AA, EN 301 549, EAA. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~3.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 3 | 3.Analyze Analyzes code quality, complexity, patterns across codebase. | softspark/ | 179 | — | ~1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | Drives a brief, specification, issue or existing PR through implementation, review, tests and QA to a ready PR. | softspark/ | 179 | — | ~2.6k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 5 | Direct technical voice for docs, README, user-facing text. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | 6.CI Detect/generate/debug CI pipeline config (GitHub Actions, GitLab CI). | softspark/ | 179 | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 7 | 7.Commit Creates Conventional Commits with pre-commit validation. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~585 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 8 | 8.Cve Scan Scans deps for known CVEs via native audit (npm, pip, composer, cargo, go, bundler, dart). | softspark/ | 179 | — | ~1.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 9 | 9.Debug Systematic debugging via logs, health checks, hypothesis-driven investigation. | softspark/ | 179 | — | ~2.1k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 10 | 10.Deploy Deploys with pre-flight checks and health verification. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~743 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 11 | 11.Docs Generates/updates README, API docs, architecture notes. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | 12.Explain Explains code/architecture with Mermaid diagrams and sequence flows. | softspark/ | 179 | — | ~877 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 13 | 13.Explore Explores codebase structure, stack, and architecture. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | 14.Fix Applies targeted fix to known bug/lint error, verifies with same command that surfaced it. | softspark/ | 179 | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 15 | 15.Health Service/infra health via liveness/readiness checks, resource usage, quick diagnostics. | softspark/ | 179 | — | ~925 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 16 | HIPAA validator: PHI exposure, audit logging, encryption, access control, BAA refs. | softspark/ | 179 | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 17 | 17.Lint Runs linter+typechecker with auto-detected toolchain (ruff/mypy, eslint/tsc, phpstan, golangci-lint, clippy). | softspark/ | 179 | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 18 | 18.Migrate Run/create DB migrations (Alembic, Prisma, Laravel, Django, Flyway, Drizzle); checks backup. | softspark/ | 179 | — | ~1.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 19 | 19.PR Creates GitHub PR after pre-flight checks (lint/typecheck/tests), structured summary from commits. | softspark/ | 179 | — | ~1.5k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 20 | 20.Refactor Refactors code for quality and maintainability. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~1.5k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 21 | 21.Review Reviews code for quality, security, correctness. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~3.1k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 22 | 22.Rollback Rolls back git commit, DB migration, or deploy to known-good with safety + health checks. | softspark/ | 179 | — | ~1.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 23 | 23.SEO Validate SEO validator: meta/OG, Schema.org, hreflang, Core Web Vitals, crawlability. | softspark/ | 179 | — | ~3.9k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 24 | 24.Write A Prd Creates PRD via interactive interview + codebase exploration + module design. | softspark/ | 179 | — | ~932 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 25 | Creates new specialized agents with frontmatter, tools, delegation. | softspark/ | 179 | — | ~1.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 26 | 26.API Patterns API design: naming, versioning, pagination, idempotency, OpenAPI, error contracts and safe retries. | softspark/ | 179 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 27 | 27.App Builder App scaffolding: Next.js, Vite, Nuxt, Astro, FastAPI, Django, Laravel, RN, Flutter. | softspark/ | 179 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 28 | Audits codebase for architectural friction, shallow modules; proposes RFCs. | softspark/ | 179 | — | ~1.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 29 | Architecture decisions in ADR/RFC/RFD format: context, constraints, options, recommendation. | softspark/ | 179 | — | ~983 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 30 | 30.Biz Scan Scans codebase for revenue opportunities, KPIs, monetization gaps. | softspark/ | 179 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 31 | 31.Brainstorm Pre-artifact conversation that prices the zero option and can end in 'do not build this'. | softspark/ | 179 | — | ~2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 32 | 32.Briefing Executive daily briefing aggregating reports from all agents into decision-focused summary. | softspark/ | 179 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 33 | 33.Chaos Injects controlled faults for resilience testing on non-prod. | softspark/ | 179 | — | ~579 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 34 | CI/CD: GitHub Actions, GitLab CI, Jenkins, caching, blue-green, canary. | softspark/ | 179 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 35 | 35.Clean Code Code quality: meaningful names, SRP, DRY, small functions, guard clauses, refactoring. | softspark/ | 179 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 36 | Creates new Claude Code slash commands with frontmatter and validation. | softspark/ | 179 | — | ~977 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 37 | Content moderation with Claude: pre-filter vs LLM-classify, categories, thresholds, HITL. | softspark/ | 179 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 38 | 38.Council 4-perspective decision evaluation for architecture choices. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~1.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 39 | C/.NET: LINQ, async/await, DI, records, nullable refs, ASP.NET Core, EF Core, MediatR. | softspark/ | 179 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 40 | DB schema design and query tuning: normalization, indexing, N+1, transactions, EXPLAIN. | softspark/ | 179 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 41 | Multi-source web research methodology: retrieve-vs-answer gate, complexity-scaled search budget, query craft, primary-source preference, source-conflict skepticism, adversarial verification… | softspark/ | 179 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 42 | Generates and compares parallel interface designs (Ousterhout 'Design It Twice'). | softspark/ | 179 | — | ~952 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 43 | UI craftsmanship: animation rules, easing, micro-interactions, state polish. | softspark/ | 179 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 44 | Docker/K8s: Dockerfile, multi-stage, compose, manifests, Helm. | softspark/ | 179 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 45 | KB conventions: YAML frontmatter, 10-category taxonomy (reference/howto/procedures/troubleshooting/best-practices/decisions/runbooks/planning/business/templates). | softspark/ | 179 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 46 | E-commerce: cart, checkout, payments (Stripe/Adyen), order state, inventory, promos, tax. | softspark/ | 179 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 47 | 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. | softspark/ | 179 | — | ~522 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 48 | 48.Evaluate Evaluates RAG retrieval and LLM-as-judge metrics (faithfulness, relevancy, context precision). | softspark/ | 179 | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | yesterday |
Questions, answered from the data.
What is the best skill in softspark/ai-toolkit?
Prepare Test Env from softspark/ai-toolkit ranks first of the 112 skills in softspark/ai-toolkit listed here, with the highest score: its repository has 179 GitHub stars, its SKILL.md loads about 1.8k tokens and it has informational notes only in the automated safety check. Next come A11y Validate and Analyze.
Are the skills in softspark/ai-toolkit official?
None yet. All 112 skills in softspark/ai-toolkit listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from softspark/ai-toolkit?
Run npx skills add softspark/ai-toolkit in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.