Code Review & Quality

Code review, refactoring, debugging, maintainability, and engineering quality

skills in category: 16,413
pages available: 684

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Showing 8,185–8,208 of 16,413 skills

Create PrACreate a pull request for the current session. Use when the user wants to open a PR with the session's changes.code-qualitygitVotes: 0GitHub stars: 2
Create Github Pull Request From SpecificationACreate GitHub Pull Request for feature request from specification file using pull_request_template.md template.code-qualitygitVotes: 0GitHub stars: 2
Copilot SdkABuild agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.code-qualitytypescriptpythonVotes: 0GitHub stars: 2
Claude Agent SdkABuilds production-ready applications with the Claude Agent SDK for Python, covering orchestrators with subagents, programmatic agent configuration, hooks, and permissions.code-qualitytypescriptpythonVotes: 0GitHub stars: 2
AtomiseAAtom of Thoughts (AoT) reasoning - decompose complex problems into atomic units with confidence tracking and backtracking. For genuinely complex reasoning, not everyday questions. Triggers on: atomise, complex reasoning, decompose problem, structured thinking, verify hypothesis.code-qualitygobashVotes: 0GitHub stars: 2
Agent PatternsAModular orchestration of agent patterns from Anthropic's engineering guide. Intelligently selects and implements prompt chaining, routing, parallelization, orchestrator-workers, evaluator-optimizer, and autonomous agents. Includes pattern combinations and language-specific implementations.code-qualityjavascripttypescriptVotes: 0GitHub stars: 2
Skills DirectorySkills Directory 3 slots · $399/mo · one ad per page · sponsors can never buy grades.See placements
Wp PhpstanAPHPStan static analysis in Sage/Acorn projects — lando composer phpstan, phpstan.neon configuration, PHPStan level 0-9, WordPress PHP stubs, szepeviktor/phpstan-wordpress, baseline generation, CI phpstan, suppress errors, type errors, return type mismatch, nullable types, WordPress function stubs, WP_Post WP_Query WP_User typescode-qualitygophpVotes: 0GitHub stars: 13
Wp Hooks LifecycleAWordPress hooks lifecycle — add_action, add_filter, do_action, apply_filters, remove_action, remove_filter, hook priority, plugins_loaded, init, wp_loaded, after_setup_theme, the_content filter, wp_enqueue_scripts, admin_enqueue_scripts, hook execution order, Acorn hook registration in AppServiceProvider, boot hooks, register hooks, WordPress hook reference, Tailwind CSS filter conflicts, save_post, transition_post_status, pre_get_posts, late hooks, early hooks. Invoke for: hook priority conf...code-qualitygophpVotes: 0GitHub stars: 13
PonytailAForces the laziest solution that actually works, simplest, shortest, most minimal. Channels a senior dev who has seen everything: question whether the task needs to exist at all (YAGNI), reach for the standard library before custom code, native platform features before dependencies, one line before fifty. Supports intensity levels: lite, full (default), ultra. Use on ANY coding task: writing, adding, refactoring, fixing, reviewing, or designing code, and choosing libraries or dependencies. Al...code-qualityrustgoVotes: 0GitHub stars: 3
SurgeonAIncremental refactorer. Use when refactoring ONE module at a time within a rescue workflow after safeguard has set up safety nets — never as a standalone refactor for greenfield code. Applies proven patterns: Strangler Fig, Branch by Abstraction, Expand-Migrate-Contract.code-qualitygobashVotes: 0GitHub stars: 86
AutopsyAFull codebase health assessment. Use when diagnosing project health or starting a rescue workflow on legacy code — OR when evaluating an external GitHub repo for dependency / fork / contribution decisions (--external mode). Analyzes complexity, dependencies, dead code, tech debt, and git hotspots. Produces a health score and rescue plan.code-qualityjavascripttypescriptVotes: 0GitHub stars: 86
Yao 2023 Tree Of ThoughtsAFramework for deliberate problem-solving with LLMs through exploration of branching reasoning pathscode-qualitygotestingVotes: 0GitHub stars: 10
Windags ArchitectABuild WinDAGs — the orchestration platform where AI agents accumulate genuine expertise through DAGs of skillful agents. Covers DAG design, execution engines, meta-DAG architecture, skill selection, dynamic mutation, visualization, and deployment. Activate on "windags", "agent DAG", "DAG of agents", "workflow orchestration", "agent pipeline", "dynamic DAG", "meta-DAG", "build windags", "implement windags". NOT for understanding WHY decisions were made (use windags-avatar), creating individual...code-qualitytypescriptrustVotes: 0GitHub stars: 10
Webhook Receiver DesignAUse when designing webhook endpoints (Stripe/GitHub/Slack/internal), implementing HMAC signature verification, ensuring idempotency on retries, handling out-of-order events, building dead-letter queues, or replaying historical webhooks. Triggers: signature header verification (Stripe-Signature, X-Hub-Signature-256), timestamp window for replay protection, idempotency keys, exactly-once processing semantics, retry storms, webhook handler latency budgets, async vs sync processing, dead-letter c...code-qualityrustgoVotes: 0GitHub stars: 10
Van Der Aalst 2003 Workflow PatternsAApply the foundational taxonomy of workflow control patterns to evaluate, design, and debug complex coordination systems. Based on the seminal "Workflow Patterns" research establishing pattern-based expressiveness evaluation.code-qualitygoexpressVotes: 0GitHub stars: 10
Technical Evangelism For Formal SystemsATurn formally verified infrastructure into developer adoption with talks, blog posts, onboarding docs, venue strategy, and community building for TLA+, model checking, mechanism design, and collateralized contracts. Use when audience, depth, medium, and call-to-action must match technical adoption goals. NOT for academic paper writing, non-technical marketing, social media management, or PR.code-qualityjavascriptrustVotes: 0GitHub stars: 10
Structured Logging DesignAUse when designing log schemas, choosing JSON vs text logs, setting up correlation IDs across services, redacting PII, controlling log volume costs, or wiring logs into OpenTelemetry. Triggers: "logs are unsearchable", trace_id missing from logs, PII leak in production logs, log volume bill spike, log levels misused, structured fields vs string interpolation, parent_span_id propagation, sampled vs always-log decisions, log routing (vendor + cold storage). NOT for log aggregation tooling speci...code-qualitypythongoVotes: 0GitHub stars: 10
Skillful Subagent CreatorACreates Claude subagents equipped with curated skills for solving problems within DAG workflows. Use when designing a specialist subagent, selecting skills for a subagent, writing the 4-section subagent prompt, or wiring subagents into orchestration DAGs. Activate on "create subagent", "subagent with skills", "specialist agent", "agent DAG", "orchestrate agents", "skill-equipped agent". NOT for creating skills themselves (use skill-architect), general Claude Code usage, or single-agent prompt...code-qualitytypescriptgoVotes: 0GitHub stars: 10
Skillful Node PromptAHow WinDAGs constructs prompts for agent nodes. Encodes the hypertree structure, DSPy signature model, 4-section subagent pattern, discourse metadata, and memory-scored context selection. The meta-skill that teaches agents how to be skillful.code-qualitytypescriptgoVotes: 0GitHub stars: 10
Skill Architect V0 SnapshotADesign, create, audit, and improve Claude Agent Skills with expert-level progressive disclosure. Use when building new skills, reviewing existing skills, debugging activation failures, encoding domain expertise, or designing skills for subagent consumption. Activate on "create skill", "improve skill", "skill audit", "skill review", "activation debugging", "shibboleth", "progressive disclosure", "skill description". NOT for general Claude Code features, runtime debugging, non-skill coding, or ...code-qualitytypescriptpythonVotes: 0GitHub stars: 10
Script RefactorerAModernizes legacy scripts (bash, Node, Python) by replacing deprecated APIs, adding error handling, converting callbacks to async/await, and improving maintainability. Turns brittle one-off scripts into reliable, documented tools.code-qualityjavascriptpythonVotes: 0GitHub stars: 10
Refactoring SurgeonAExpert code refactoring specialist for improving code quality without changing behavior. Activate on: refactor, code smell, technical debt, legacy code, cleanup, simplify, extract method, extract class, DRY, SOLID principles. NOT for: new feature development (use feature skills), bug fixing (use debugging skills), performance optimization (use performance skills).code-qualitygobashVotes: 0GitHub stars: 10
Refactor ArchitectAPlans large-scale refactoring campaigns across codebases. Analyzes dependency graphs, calculates blast radius, designs migration strategies, and creates incremental plans that keep the system deployable at every step. The strategist to the refactoring-surgeon's operator.code-qualitytypescriptgoVotes: 0GitHub stars: 10
Python Asyncio PitfallsAUse when debugging asyncio event-loop hangs, blocking calls inside coroutines, asyncio.gather vs TaskGroup choice, cancellation handling, structured concurrency, mixing sync and async, run_in_executor decisions, asyncio task lifetimes, "Task was destroyed but it is pending" warnings, or async context manager bugs. Triggers: event loop blocked by sync I/O, ConnectionResetError on cancellation, asyncio in libraries that also offer sync API, FastAPI/aiohttp performance regressions, queue.Queue u...code-qualitypythongoVotes: 0GitHub stars: 10