ce-dhh-rails-style captures 37signals philosophy for vanilla rails development, emphasizing domain models, crud controllers, and minimal dependencies over service objects and redis.

error-analysis guides systematic review of llm pipeline traces to identify and categorize failure modes, compute failure rates, and prioritize fixes. emphasizes reading traces before categorizing and iterating through 2-3 rounds of refinement.

problem-framing-canvas applies MITRE's three-phase structured workshop to ground product problem definition in stakeholder reality and equity. teams examine assumptions, map who experiences the problem and who's excluded, then synthesize into refined problem statements and how-might-we questions.

handoff-spec catalogs categories of design specification elements (visual, interaction, content) for developer handoff documents. lacks procedural steps, decision logic, and failure modes.

domain-driven-design covers strategic modeling of business domains through ubiquitous language and bounded contexts. incomplete implementation guide with philosophical grounding but sparse procedural detail.

sf-connected-apps covers oauth configuration, connected app vs external client app selection, jwt bearer setup, and scope design for salesforce integrations. delegates credential storage and apex code to other skills.

pr-review validates pull requests through two phases: automated structural checks via python script, then manual content review against skill guidelines. lacks actionable detail for agents.

api-development covers go standard library patterns and nestjs typescript conventions, emphasizing modular architecture, validation, and security. lacks actionable procedures and concrete examples.

using-tuist-generated-projects covers generation and building of tuist workspaces via command line, with basic xcodebuild examples for compilation and testing.

eval-audit inspects llm evaluation pipelines and surfaces ranked problems with remediation steps. connects to observability platforms or local data sources and runs diagnostic checks across six (unnamed) areas.

lottie-animations covers rendering after effects animations as json on web and react via the bodymovin plugin, enabling designers to ship complex micro-interactions and loading states with minimal performance overhead.

opentelemetry covers observability signal design (traces, metrics, logs) with otlp export via collector, resource standardization, and instrumentation patterns. foundation-level reference structure without executable procedures.

recipe-organize-drive-folder automates nested folder creation and file reparenting in google drive via gws-drive commands, with basic verification of folder contents post-organization.

devops covers multi-cloud deployment (Cloudflare, GCP, Kubernetes, Docker) with guidance on platform selection, quick-start commands, and GitOps patterns. lacks concrete procedures and failure handling.

etetoolkit provides phylogenetic tree manipulation, evolutionary event detection, and visualization across multiple formats (newick, nhx, phyloxml, nexml) with ncbi taxonomy integration for bioinformatics workflows.

sentry-create-alert wraps the workflow engine api to configure issue notifications and priority-based alerts across slack, pagerduty, and email channels. incomplete procedure and missing error handling limit production readiness.

dart-resolve-package-conflicts addresses version incompatibilities in dart projects by applying the single-version constraint rule and version constraint mechanisms, though concrete resolution steps are not included in the provided content.

quickbooks provides cli-based access to intuit accounting via membrane, covering core entities like invoices, customers, bills, and payments through pre-built actions and direct api proxying.

supermemory-cli provides terminal access to memory management, document storage, project config, data connectors, and team administration via npm-installed binary, but documentation is incomplete and lacks detail on error handling.

threat-modeling-expert guides security architecture review and threat identification using stride, pasta, and attack trees. covers system scoping, data flow analysis, risk prioritization, and mitigation design without providing step-by-step executable procedures.

ghost-scan-code plans and executes targeted static analysis scans across repositories, selecting vulnerability vectors based on scan depth (quick, balanced, full) and optional argument overrides for customization.

skillclaw-skill-evolution outlines a multi-agent skill-sharing framework using local proxy interception and cloud-backed skill distillation, but lacks operational depth on the actual evolution mechanism, triggering rules, and failure recovery.

use-arc documents arc blockchain setup with usdc-as-gas mechanics, covering wallet funding and environment configuration for evm-compatible deployments.

auth-tool-cloudbase documents cloudbase authentication configuration across 8+ methods (anonymous, sms, email, wechat, google oauth, saml, cas, dingding) via api calls, lacking explicit step procedures and failure mode guidance.

skill-upgrader orchestrates four parallel agents querying ragie partitions to convert arbitrary skills into decision theory v5 hybrid format. relies on external ragie infrastructure and assumes indexed textbooks. execution model is theoretical rather than concrete.

factory-pattern explains how to use factory functions to create objects without the new keyword, useful for applications needing multiple similar objects with computed properties.

skill helps users negotiate job offers by identifying non-salary success factors (tech debt, headcount, budget) and coaching collaborative conversations with hiring managers before discussing compensation.

brand-monitoring guides setup of proactive brand surveillance across domains, social platforms, marketplaces, and dark web to catch impersonation and trademark abuse early, complementing reactive takedown workflows.

pymc-bayesian-modeling covers probabilistic programming fundamentals including hierarchical models, mcmc sampling via nuts, variational inference, and model comparison through loo/waic. incomplete workflow guidance limits actionability.

monorepo-architect addresses tool selection, workspace design, and build optimization for multi-project codebases using Nx, Turborepo, Bazel, and Lerna, but lacks concrete procedural depth and failure mode handling.

infsh-cli wraps 250+ cloud-hosted ai models (image, video, llm, search, 3d, twitter) behind a single cli. installation is straightforward and examples cover common tasks, but the skill lacks actionable intent definitions and error handling guidance.

ai-music routes generation requests to appropriate models in the runcomfy catalog, covering vocal songs, instrumentals, and multilingual covers via CLI. explicit routing logic and documented prompting patterns but procedure remains incomplete.

bankr-x402-sdk-project-templates provides four scaffolding templates (bot, web-service, dashboard, cli) for bankr sdk projects with x402 micropayments. directory structures and example code are included but lack actionable setup procedures and error handling specifics.

pixijs-scene-gif covers loading and playing animated gifs in pixijs v8 via the gifsource loader and gifsprite display object, requiring explicit side-effect import registration.

popups covers conversion optimization for modals and overlays by assessing intent and delivering recommendations based on use case type.

asc-id-resolver maps app store connect identifiers to human-readable names via asc cli commands for bundle id, app name, build metadata, and version queries. incomplete coverage of all resolvable entity types.

dt-obs-problems wraps dynatrace problem analysis for triage and root cause investigation, covering active problem listing and entity correlation. lacks procedural depth and error handling.

ordercli queries foodora order history and active delivery status via cli, with reorder capability and multiple auth paths (password, browser, cookie import). deliveroo support incomplete.

attack-tree-construction provides conceptual grounding and ascii diagrams for threat modeling, but lacks procedural depth. no worked example, no decision tree for when to use AND vs OR nodes, no guidance on tree scope or depth limits.

technical-analysis computes stock indicators (rsi, macd, bollinger bands, moving averages, atr, adx) via pandas-ta with support for multi-symbol queries and earnings metadata across configurable time windows.

ai-product-strategy guides users through strategic decisions about ai products using frameworks from practitioners. covers problem validation, architecture tradeoffs (build vs buy, model selection), human-ai boundaries, and iteration planning with feedback loops.

threat-model-analyst applies stride-a threat modeling and zero trust analysis to security audits, but procedure steps lack concrete outputs and decision criteria remain underspecified.

writing-mstest-tests covers assertion patterns, data-driven test setup, and test modernization guidance for mstest 3.x/4.x. triggers are specific about when the skill applies (assertion replacement, bug fixes, datadriven conversions) but the skill provides no actionable procedure for actually implementing changes.

cmake covers out-of-source builds, dependency management, and generator selection for c/c++ projects, but the skill definition is incomplete and lacks actionable step-by-step guidance.

scholar-evaluation applies the ScholarEval framework to assess research quality across multiple dimensions, but lacks concrete procedural steps, specific trigger patterns, and explicit failure handling needed for reliable operation.

pattern-library documents reusable design patterns through problem statements, solution anatomy, variants, behaviors, examples, and accessibility guidance. emphasizes problem-first thinking and anti-pattern callouts to build connected pattern graphs.

copilotkit-integrations covers wiring external agent frameworks (langgraph, crewai, pydanticai, mastra, etc) into copilotkit frontends via the ag-ui streaming protocol. includes mcp server for live documentation lookup.