generates a launchdarkly sdk integration plan by matching detected stack to appropriate sdk type(s), identifying files to modify, and documenting required configuration steps.

api-and-interface-design covers principles for creating stable, well-documented interfaces across rest apis, graphql schemas, and module boundaries. it establishes when to apply the skill but lacks concrete design procedures.

run conducts a single experiment iteration: loads prior context, proposes edits to a target file, evaluates outcomes, and stores results for review. incomplete specification leaves implementation ambiguous.

design-system extracts visual language from existing websites into a structured design.md file covering colors, typography, components, and spacing. workflow starts with source identification but lacks clarity on execution depth and error handling.

asc-revenuecat-catalog-sync reconciles app store connect subscriptions and in-app purchases with revenuecat products, entitlements, offerings, and packages via asc and revenuecat mcp servers.

find-skills surfaces matching agent capabilities from a registry when users request domain-specific tools, then executes installation via existing scripts without user intervention.

cost-aware-llm-pipeline outlines patterns for routing between model tiers based on task complexity, tracking spend against budgets, and caching prompts, but lacks concrete implementation steps and decision logic.

fastapi-expert covers async rest api construction, pydantic v2 validation, jwt/oauth2 auth, and websocket endpoints. lacks concrete procedures and failure mode handling.

golang-samber-hot covers in-memory caching with 9 eviction algorithms, ttl support, cache loaders with singleflight deduplication, and prometheus metrics for go 1.22+. selection and sizing require measured workload data.

m11-ecosystem guides crate selection and dependency integration for rust projects via decision tables, interop patterns, and error code fixes, but lacks concrete step-by-step procedures and failure mode documentation.

baoyu-slide-deck generates professional slide deck images from user-supplied content, optimizing for readability and social-media sharing rather than live presentation. requires outline creation with style instructions, then delegates individual slide rendering to image generation backends.

add-malli-schemas provides reference examples and a checklist for uniformly applying malli validation to metabase api endpoints, but lacks concrete step-by-step procedure and failure mode guidance.

codex-autoresearch-loop implements an autonomous modify-verify-retain cycle that iterates toward measurable code goals, reverting failures and stacking wins in git until interrupted or capped.

network-interface-health provides diagnostic guidance for physical link and interface counter issues on network devices, emphasizing trend analysis over absolute counter values, but lacks concrete procedural steps.

aiconfig-update manages the full lifecycle of LaunchDarkly AI configs including updates, archival, and deletion. requires MCP server integration and health assessment before changes.

impl-validator is a meta-skill that validates work output from other skills, operating as either a spawned subagent or direct user invocation. it accepts structured check blocks or freeform descriptions and returns validation reports.

i18n covers react-i18next setup in lobeHub with flat key naming, locale file generation, and string externalization for multi-language support in tsx/ts files.

okx-dex-strategy wraps agentic wallet limit-order commands (create, cancel, list, resume) with transparent trader mode upgrade handling and canonical display labels for strategy types and order status.

analyzes and prioritizes customer feature requests by applying the opportunity score framework and strategic alignment criteria to surface high-impact, achievable work.

recipe-label-and-archive-emails automates inbox cleanup by searching gmail messages, applying labels, and archiving in a three-step workflow. depends on gws-gmail skill and gmail query syntax.

gws-modelarmor-sanitize-response applies google model armor templates to filter model outputs before user delivery, accepting text via flag or stdin with optional json request override.

on-call-handoff-patterns provides templates and timing guidance for shift transitions including incident context, escalation procedures, and checklists for both outgoing and incoming engineers.

firestore-security-rules-auditor provides a red-team oriented checklist for evaluating firestore rule robustness, covering bypass patterns, authority validation, and resource exhaustion. execution guidance is incomplete.

chinese-novelist scaffolds serialized fiction creation through structured intake (genre, protagonist, conflict, chapter count), generates 3k-5k word chapters with hooks and cliffhangers, and runs refinement passes to strip ai artifacts and enforce word minimums.

cicd-pipeline-generator provides templated configuration for github actions, gitlab ci, circleci, and jenkins. covers platform selection and workflow fundamentals for node.js/next.js projects, but lacks procedural depth and edge case handling.

recipe-create-expense-tracker automates google sheets setup for expense logging via gws-sheets and gws-drive apis, adding headers and sample data then sharing access by email.

slack-search catalogs available search tools (public channels, all channels, channel discovery, user lookup) but lacks concrete guidance on constructing queries or handling real search scenarios.

cto-advisor bundles strategic frameworks, python-based tech debt and team scaling tools, adr templates, and metrics guidance for ctos managing technology strategy, team leadership, and architecture decisions across five core responsibilities.

adversarial-review spawns opposing-model reviewers to critique code from skeptic, architect, and minimalist lenses, scaling reviewer count by change size and producing a synthesized verdict without auto-applying patches.

meeting-insights-analyzer extracts communication patterns from meeting transcripts across multiple formats, surfacing behavioral habits like conflict avoidance, speaking ratios, and filler word usage with timestamped examples and suggestions for improvement.

video-production orchestrates remotion-based workflows to generate brand-consistent automated videos from text specs, routing through scene planning, asset preparation, and multi-agent validation gates.

research-backed design methodology using refero tools across discover, research, analyze, design, and implement phases. emphasizes pattern extraction from real products over generic best practices, with templates for discovery, analysis, and quality validation.

seo-hreflang validates and generates hreflang tags for multilingual sites across html, http headers, and xml sitemaps, enforcing self-reference and bidirectional linking rules.

asc-metrics pulls first-party app store connect data (downloads, revenue, iap, subscriptions) synced into appeeky for direct performance analysis against actual user metrics, not estimates.

korean-slang-writing provides curated trending slang candidates and namu wiki lookups to help agents compose witty korean text. the skill returns data only, delegating actual composition to the language model.

generates and audits customer story and case study pages, guiding content structure and conversion strategy from challenge-solution-results framing through measurement and proof point selection.

azure-verified-modules lists 37 certification requirements for terraform modules targeting avm compliance, covering provider constraints, naming conventions, feature toggles, and code organization rules.

mui covers material-ui v7 component patterns including sx prop styling, theme integration via hooks, and responsive breakpoint design. lacks procedural depth and actionable examples.

generating-permission-set constructs salesforce permission set xml metadata with object, field, and user permissions, starting from core properties and naming conventions through structured xml assembly.

gtm-0-to-1-launch addresses product launch from concept to initial customer traction, emphasizing finding early adopters over publicity. the skill provides launch decision trees and diagnostic frameworks but lacks procedural depth.

running-offsites provides framework-based guidance for planning team retreats and strategy sessions, emphasizing purpose clarity, team readiness assessment, structural design, and logistics. covers remote-first quarterly in-person bursts and calls out common pitfalls like overpacked agendas.

terminal-ops guides evidence-first command execution and narrow repository fixes with verification, pulling in specialized skills for testing, security, ci, and knowledge capture as needed.

ai-traffic-tracking helps separate and monitor traffic from ai search sources like chatgpt and perplexity in ga4 and gsc, distinguishing it from traditional organic and referral channels to assess intent and conversion impact.

brainstorm applies the double diamond model to ideation, separating divergent (ai-driven volume) from convergent (human judgment) phases, with persistent memory to avoid redundant exploration.

nodejs-backend-patterns outlines architectural approaches for express/fastify services including middleware, authentication, and database layers, but lacks concrete procedural steps and actionable decision trees.

crosspost distributes content across x, linkedin, threads, and bluesky with platform-specific adaptation. enforces voice consistency and rejects cookie-cutter repurposing without detailing the actual distribution mechanism or error handling.

golang-error-handling outlines personas and modes for go error handling (coding, review, audit) but lacks concrete step-by-step procedures, complete examples, and coverage of specific Go patterns like errors.Is, errors.As, and custom sentinel errors mentioned in the description.