Plugins
12 plugins@fradser
Superpowers
Advanced development workflow orchestration with BDD support and self-improving skills
8 skills · plugin
@fradser
Refactor
Agent and skills for code simplification and refactoring to improve code quality while preserving functionality
3 skills · plugin
curated
Customer Journey Mapping
Map the end-to-end customer journey, identify friction points, and uncover improvement opportunities.
5 skills · plugin
curated
Optimize Qdrant Search Quality
Diagnose and improve Qdrant search relevance by isolating embedding, config, or query issues.
3 skills · plugin
curated
Diagnose and Fix AI Workflow
Diagnoses an AI workflow and applies structured improvements for quality and reliability.
4 skills · plugin
curated
Web Performance Audit and Optimize
Measure performance, identify bottlenecks, and apply fixes to improve Core Web Vitals.
9 skills · plugin
curated
SEO Audit and Fix
Audit a website for SEO issues, fix metadata and structured data, and verify improvements.
10 skills · plugin
@dotnet
Dotnet Test
Skills for running, generating, analyzing, and improving .NET tests: test execution, filtering, platform detection, coverage, testability, and MSTest workflows.
20 skills · plugin
curated
SEO Audit to Optimization
Audit a website for SEO issues, analyze on-page elements, and implement fixes to improve organic performance.
9 skills · plugin
@samyakjhaveri
Helpers
Utility skills (decision-matrix, navigate, model-route, prompt-improver, grill-research, align-prompt). Useful for specialized one-off tasks like structured decisions, adversarial research grilling, or aligning a draft prompt to an Opus model. NOT for: daily development workflow — these are situational tools, not always-on skills.
4 skills · plugin
@samyakjhaveri
Pocock Engineering
Engineering workflow skills from Matt Pocock's skills repo (triage, to-issues, to-prd, tdd, prototype, diagnose, grill-with-docs, improve-codebase-architecture, zoom-out). Covers issue lifecycle, TDD, prototyping, architectural review, domain grilling, and PRD generation. NOT for: daily development workflow — install individual skills as needed.
7 skills · plugin
@alirezarezvani
Engineering Team
32 engineering skills: architecture, frontend, backend, fullstack, QA, DevOps, security, AI/ML, data engineering, Playwright (9 sub-skills), self-improving agent, Stripe integration, TDD guide, tech stack evaluator, Google Workspace CLI, a11y audit (WCAG 2.2), Azure cloud architect, GCP cloud architect, security pen testing, Snowflake development, adversarial-reviewer, ai-security, cloud-security,
16 skills · plugin
Results for “improv”
655 skillsclarify
Improve unclear UX copy, error messages, microcopy, labels, and instructions. Makes interfaces easier to understand and use.
1 · bundle
optimize
Improve interface performance across loading speed, rendering, animations, images, and bundle size. Makes experiences faster and smoother.
1 · bundle
pip-template
Create performance improvement plan templates. TRIGGERS - Use when user needs help with pip-template related tasks.
22
pip-template
Create performance improvement plan templates. TRIGGERS - Use when user needs help with pip-template related tasks.
3
autoresearch
Stateful single-mission improvement loop with strict evaluator contract, markdown decision logs, and max-runtime stop behavior
1
improve-animations
Survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute. Read-only on source code — it plans improvements, it does not apply them. Use when the user asks to "improve the animations", "audit the motion", "make this app feel better", or wants a roadmap of animation fixes rather than a review of a single diff. Source: github.com/emilkowalski/skills.
3
g5
VS-Enhanced Academic Style Auditor - Academic Writing Quality Analysis Identifies 24+ writing patterns that reduce scholarly quality, adapted from Wikipedia AI Cleanup guidelines Use when: checking drafts before submission, improving academic writing quality, preparing for style improvement Triggers: writing quality, style audit, pattern check, writing review, academic style check
1k
refactoring
Improves structure without behavior changes, using tests and focused slices; not for features unless behavior change is explicit.
0
asi-artificial-super-intelligence
Operate as artificial superintelligence with recursive self-improvement, cross-domain synthesis, and anticipatory problem-solving.
12 · bundle
continuous-improvement
The purpose of a postmortem is to change the system, and that only works if people
2
unit-test-loop
This skill should be used when the user asks to "improve test coverage", "add unit tests", "TDD", "test this module", "write tests for", "increase coverage", "/ut command", or discusses unit testing strategies. Covers the unit test loop workflow, React Testing Library best practices, query priorities, and coverage improvement strategies.
2
skill-creator
Create, edit, improve, or audit AgentSkills. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an existing skill or SKILL.md file. Also use when editing or restructuring a skill directory (moving files to references/ or scripts/, removing stale content, validating against the AgentSkills spec). Triggers on phrases like "create a skill", "author a skill", "tidy up a skill", "improve this skill", "review the skill", "clean up the skill", "audit the skill".
9 · bundle
knowledge-loop
Composite skill — query, capture, improve, and persist knowledge in one workflow. Chains recall (RAG query) → sync-memories (write durable note) → rag-curate (improve weak retrievals) → handoff (durable snapshot if session-ending). Use when the work involves "what did we decide", "remember this", "save where we are", or any closing checkpoint.
1 · bundle
refactor
Improve code structure and readability without changing external behavior through surgical refactoring techniques.
36.2k
edit-article
Restructures article sections, improves clarity, and tightens prose while respecting information dependencies.
1 · bundle
raci-analysis
Define roles and responsibilities using RACI matrix. Use for process improvement, organizational design, project management, and change initiatives.
1 · bundle
animate
Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight.
55 · bundle
coach
Use when a writer wants to improve a draft through guided questioning and revision rather than a direct rewrite
1
image-enhancer
Improve image quality by enhancing resolution, sharpness, and clarity. Perfect for screenshots, documentation, presentations, and social media images.
16
dx-optimizer
Developer Experience specialist. Improves tooling, setup, and workflows. Focuses on async collaboration and communication via automated standup notes.
23
animate
Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight.
1 · bundle
capability-evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
3 · bundle
ssci-polish
Polish English academic papers for SSCI journal submission. This skill checks grammar, improves readability, and enhances academic tone. Use when the user asks to polish, proofread, edit, or improve their English academic paper, manuscript, or article — especially when targeting SSCI, SCI, or other international journals. Also use when the user asks to "润色", "修改语法", "提升学术性", "polish my paper", or mentions their paper needs language improvement for journal submission. Always trigger on any request involving academic English polishing, even if the user doesn't explicitly say "SSCI."
1k · bundle
background-removal-api
Background Removal API skill. Use when working with Background Removal for removebg, improve, account. Covers 3 endpoints.
6 · bundle
skill-writer
Create and improve agent skills following the Agent Skills specification. Use when asked to create, write, or update skills.
7 · bundle
self-healing
Continuously improves Claude's effectiveness by recognizing patterns, saving memory, creating skills, and refining project knowledge. Use when Claude notices repeated workflows, encounters a problem it solved before, wants to save something for future sessions, needs to create a reusable skill, or when the user asks.
0 · bundle
kanban
Applies the Kanban framework to structure analysis, guide decision-making, and improve project management outcomes.
2
spdd
Documents and explains an existing codebase as it is, without suggesting improvements or architectural changes.
0 · bundle
onboard
Design or improve onboarding flows, empty states, and first-time user experiences. Helps users get started successfully and understand value quickly.
55 · bundle
evaluation
Build evaluation frameworks for agent systems. Use when testing agent performance systematically, validating context engineering choices, or measuring improvements over time.
2
spec-execution
6-phase iterative specification execution workflow covering implementation, testing, review, improvement, commit, and progress tracking with quality-gated convergence.
1.7k · bundle
onboard
Design or improve onboarding flows, empty states, and first-time user experiences. Helps users get started successfully and understand value quickly.
1 · bundle
alphago-deep-rl
Strategic patterns for solving intractable problems through cascading approximation, self-improvement, and heterogeneous evaluation from DeepMind's AlphaGo system
10 · bundle
customer-journey-map
Maps the end-to-end customer experience from awareness to advocacy — touchpoints, emotions, friction points, and improvement opportunities per stage. Use when identifying drop-off points, improving onboarding, or understanding the full user lifecycle. Triggers on: customer journey, user journey, journey map, touchpoints, onboarding experience, funnel analysis, churn points, aha moment, drop-off, user lifecycle.
3
refactor
Use when code is hard to read, has duplication, is too complex, has grown beyond 300 lines, or needs restructuring without changing behavior. For extracting functions, simplifying nested logic, removing dead code, improving naming, splitting large files, and applying clean code principles. Activate when user says "clean this up", "this is messy", "simplify", "extract", or "improve readability".
0
analytics-tracking
Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
20 · bundle