golang-benchmark covers writing, running, and statistically comparing go benchmarks with benchstat, emphasizing controlled conditions and preventing premature optimization conclusions.

ln-512 automates low-risk tech debt cleanup by removing unused imports, dead code, and commented blocks from audit findings with stated 90% confidence, though execution steps lack detail.

debug-zoom-integration provides a triage framework for isolating failures across zoom auth, webhooks, sdk joins, and media workflows by collecting evidence and routing to specific reference layers.

gmgn-portfolio analyzes crypto wallets via cli commands to surface holdings, realized/unrealized p&l, win rates, and trade history. requires pre-flight config check and ipv4 network enforcement.

onboard analyzes existing codebases to extract tech stack and project context, generating a yaml handoff ledger for persistent session state across agent invocations.

angular-developer provides scaffolding guidance and code generation for angular projects, with version-aware best practices and angular cli workflows, though execution procedures are incomplete and trigger specificity is limited.

rivetkit-client-javascript covers installation, client creation, and direct http/websocket calls to rivet actors. connection parameters, event subscription, and key safety practices included but procedures lack depth.

happyhorse exposes alibaba's video generation and editing models (t2v, i2v, r2v, video edit) through belt cli with concrete examples for each model variant and parameter documentation, though lacks failure mode guidance and decision logic.

deep-research executes autonomous multi-step research via google gemini, planning searches and synthesizing findings into structured reports. handles market analysis, competitive review, and literature work with configurable output formats and async polling.

draft-nda generates templated non-disclosure agreements with party details, information types, and jurisdiction fields. output requires attorney review before execution and does not substitute for legal counsel.

twilio-communications covers sms, voice, whatsapp, and 2fa verification with e.164 validation, twiml ivr systems, and webhook signature validation. rate limits and fraud prevention included.

vercel-cli covers deployment and project management from the terminal, with emphasis on correct project linking via .vercel metadata. narrow scope limits practical versatility.

dwarf-expert covers the dwarf debug format standard (v3-v5) including file parsing, standard questions, and code interaction. scope is deliberately bounded away from compilers, runtime debugging, and reverse engineering tools.

hyva-child-theme scaffolds a new magento hyvä theme with tailwind integration. incomplete skill definition with partial workflow, missing output contract and outcome signal, no edge case handling.

architecture guides creation and evaluation of decision records for technology choices and system design, with a structured adr template and trade-off framework but limited procedural depth and no failure recovery guidance.

trading-plan-generator provides a framework for building rule-based trading plans across five styles (day, swing, position, options, investing) with mandatory risk components including position sizing, entry/exit rules, and performance tracking via trade journals.

alicloud-platform-openapi-product-api-discovery aggregates alibaba cloud product catalogs from three sources, reconciles metadata via openapi endpoints, and generates enriched product-api inventories for cross-vendor skill mapping.

microsoft-foundry orchestrates the full lifecycle of foundry agents on azure, from project setup through containerization, deployment, evaluation, and observability, with enforced workflow discovery and sub-skill delegation.

firecrawl-company-directories extracts structured company lists from web directories using browser automation or static scraping, with flexible field capture and json/csv export, though lacks explicit failure handling.

pptx covers presentation creation via html-to-pptx conversion, direct ooxml editing, and template-based workflows, with markdown extraction and design guidance included.

team-composition-analysis provides templated hiring plans, compensation benchmarks, and equity allocation ranges for pre-seed through series a startups. lacks actionable decision procedures, failure mode handling, and integration with real hiring data or market signals.

trigger-dev handles background jobs, ai workflows, and async task execution on typescript-first platforms with durable runs and first-class integrations like openai and stripe.

documentation-and-adrs covers when and why to document architectural decisions, trade-offs, and api changes rather than merely restating code. incomplete implementation guidance limits practical utility.

social-content guides multi-platform content creation via content pillars, hook formulas, repurposing workflows, and engagement routines. covers strategy over execution, lacks platform-specific api integration and failure mode handling.

walkthrough-video generates mp4 videos from screenshots or live sites using remotion, including transitions, zoom effects, text overlays, and optional voiceover, but lacks detailed procedural steps and failure handling.

integrate-todo-list adds task-tracking visibility to dune atlas chat apps via a todowrite tool. requires atlas chat setup and specific component wiring across app structure, but lacks complete procedural clarity and edge case handling.

github-pr-review prioritizes and resolves pull request comments by severity, applies fixes with confirmation, and replies to review threads. handles multi-issue comments and test verification before commit.

spring-boot-security-jwt addresses stateless authentication in spring boot 3.5.x via jjwt token generation, bearer/cookie strategies, and rbac enforcement, though lacks concrete procedural depth and edge case detail.

shannon executes autonomous penetration testing against web applications and apis, identifying vulnerabilities across owasp top 10 categories with integrated docker tooling and mandatory authorization checks.

feature-flags covers managing react feature flags across channels, gating tests conditionally, and debugging flag-specific test failures using @gate pragmas and inline gate() branching.

shadcn-ui covers installation, component configuration, and theming patterns for accessible react ui built on radix primitives and tailwind. assumes ownership model where code lives in your project.

eloquent-best-practices covers query optimization patterns for laravel orm, including eager loading, relationship management, and n+1 prevention through concrete examples and configuration guidance.

pdf-processing-pro provides cli tooling and python examples for pdf extraction, forms, tables, and ocr, with error handling scaffolding but incomplete workflows and vague edge case handling.

structures official lost property lookup via lost112 and seoul metro centers for korean subway riders, providing search parameters and navigation guidance instead of direct api automation.

add-provider-doc guides the creation of localized documentation and configuration for new ai provider integrations, covering usage docs, environment variables, dockerfiles, and cdn image resources.

pci-compliance outlines the 12 core pci dss requirements for payment card data handling, including tokenization, encryption, and audit logging strategies with compliance level guidance.

network-config-validation provides regex-based pre-flight checks for cisco ios configuration snippets, flagging dangerous commands, duplicate addresses, and subnet overlaps before deployment. requires manual engineer review of findings.

wiki-synthesize identifies concept pairs and clusters across obsidian pages that co-occur frequently but lack dedicated synthesis pages, surfacing gaps to fill with cross-cutting content.

research-synthesis organizes qualitative data (interviews, surveys, usability tests, support feedback) into themed findings with evidence, opportunity mapping, and prioritized recommendations via structured markdown templates.

commit-helper assists with creating cockroachdb-compliant git commits and release notes by analyzing staged changes, determining package prefixes, and formatting subject lines and bodies per project conventions.

google-agents-cli-publish registers a deployed ADK agent with Gemini Enterprise, supporting both Agent Runtime auto-detection and explicit Cloud Run/GKE enrollment with A2A service account configuration.

sleek-design-mobile-apps wraps the sleek.design rest api for ai-powered mobile app design. it handles project creation, natural language design requests, async and sync rendering, and automatic screenshot delivery. requires pro+ and api key with scoped permissions.

cargo-orchestration provides cli entry points for executing actions, workflows, batches, and ai agents on the cargo platform. covers single actions, multi-record batches, ad-hoc node chaining, reusable workflows, and conversational agent messaging.

cargo-connection manages authenticated connector instances and discovers integrations via the cargo cli, covering listing, creation, updates, and removal of connectors across external services.

video-outpainting extends spatial canvas and aspect ratio through runcomfy cli, routing simple cases via wan 2-7 and delegating premium work to dedicated comfyui workflows for motion-aware fill.

agent-browser wraps chromium automation via cdp for ai agents navigating and interacting with web pages through snapshot-driven element references. installation and core workflow documented but lacks depth on error handling.

gsd is a modular project management framework for solo developers pairing with claude, organizing work into phases with planning, execution, verification and debugging loops. lacks concrete procedural steps.