paper-searcher provides structured academic literature discovery with multi-source search, deduplication, and optional zotero import. emphasizes metadata verification and user confirmation before any database write.

wx-1212 captures errors, corrections, and insights into structured markdown logs (.learnings/) for continuous improvement and agent reuse. supports promotion to project memory and recurring pattern detection.

nm-sanctum-stack-create initializes ordered stacked branches from a multi-step plan, each branch targeting its predecessor, with optional jj acceleration and linear topology verification.

oo-lexoffice wraps the lexoffice connector via oo cli, enabling reads and writes to contacts, articles, and vouchers. requires prior oo cli setup and lexoffice account connection. schema-first approach ensures payload validation before execution.

line-client wraps LINE messaging via Chrome extension gateway with QR-based auth, HMAC-signed requests, and comprehensive contact/message/group/reaction management. covers send, read, unsend, react, and group lifecycle operations.

vic enables agents to make purchases via visa-compatible payment rails (card checkout, usdc wallet, crossmint) with server-enforced spending limits, owner approval workflows, and encrypted card handling. requires human claim flow before activation.

alphagbm-stock-analysis evaluates equities across five dimensions (fundamental, technical, sentiment, flow, valuation) returning composite 1-10 scores with target prices and risk assessments. supports us, hong kong, and a-share markets via synchronous or async api endpoints.

oo-templated wraps templated.io crud operations through the oo cli, routing all reads and writes via a connector that injects credentials server-side. covers schema inspection, payload construction, and seven actions spanning template retrieval, render creation, and deletion.

product-research orchestrates trend discovery, regional demand validation, and competitive analysis across tavily-search, goplaces, and api-gateway to surface e-commerce opportunities and scaffold store deployment drafts with explicit data gates and fallback paths.

mapbox-ios-patterns covers sdk installation, map initialization in swiftui and uikit, marker placement via three apis, user location tracking, and performance optimization with concrete code examples and scaling guidance.

okx-cex-smartmoney exposes leaderboard ranking, trader performance metrics, position tracking, and aggregated smart-money signals across OKX linear contracts via ten read-only commands with oauth or api-key auth.

near-cli-tools covers installation, setup, and verification of near-cli-rs across multiple platforms (shell script, npm, windows installer, cargo) with troubleshooting guidance for common failure modes.

confusion-note-agent enables ai agents to submit and manage confusion notes via api, with support for answering human-submitted confusions, listing all notes, and liking posts. agent identity is automatically marked and non-forgeable.

project-management-cellcog provides document upload, ai-processed context tree generation, and signed url retrieval for knowledge workspaces. integrates with cellcog chats or works standalone for any agent needing structured document summaries.

qsr-shift-reflection captures end-of-shift wins and bottlenecks, then tracks urgent handoffs across shifts with explicit status transitions. designed for restaurant operators who need continuity across handoffs and issue persistence.

video-subtitle-translation-dubbing translates subtitles and synthesizes dubbed audio tracks for multi-language video production, supporting pluggable translation and tts providers with adaptive rate limiting.

reads huawei cloud eip inventory via kcocli or python sdk, supporting region-scoped queries with optional filters on id, public ip, version and enterprise project. outputs eip details including public ip, status, bandwidth and associated instance for auditing and cost review.

pocket-recordings-transcripts integrates Pocket audio capture into agent workflows, enabling search, retrieval, transcription, and summarization of recordings through a 7-action REST/MCP interface with credit-based pricing.

pine-voice places outbound calls on behalf of users via an ai voice agent. the agent navigates ivr, handles verification, conducts negotiations, and returns transcripts. supports english-speaking countries.

skill-genie-shared-memory manages durable cross-agent knowledge (git-tracked and machine-local) plus real-time worktree coordination via symlinked runtime state. five core operations cover session initialization, layered writes, runtime setup, state mutation, and boundary enforcement.

frontend-design provides analysis and generation tools for building intentional, production-grade interfaces. covers style auditing, token extraction, palette and typography generation, and multi-framework component templating with explicit anti-slop design philosophy.

unisound-operation-record generates normalized surgical records from clinical source materials by invoking an internal medical llm, producing 14 structured fields including date, time, location, physician, diagnosis, and procedural details. emphasizes data minimization, deidentification, and medical boundary disclaimers.

safe-upgrade-rehearsal provides a dry-run framework for openclaw version updates, producing evidence artifacts and operator-ready verdicts without touching live systems. workflow enforces explicit customization contracts, immutable package inspection, and deterministic simulation gates before allowing any mutation decision.

trpg-abbr-wrap standardizes english abbreviations in ttrpg rules and character sheets to chinese-full-form(abbr) format across markdown, text, and excel files. handles idempotency, file exclusion rules, and regex-based wrapping with explicit double-wrap prevention.

outclaw-setup configures outreach foundations: plugin inventory, channel connections (gmail, slack, linkedin, whatsapp, calendly), user profile capture, org knowledge base population from website copy, and per-channel writing style training. gates downstream research and planning skills.

dataify-amazon-product-list submits amazon product scraping jobs via dataify builder, handles token resolution from environment or user input, and returns a task id for dashboard tracking.

bid-strategy-planner selects tCPA, tROAS, max-conversions, or manual CPC bidding for paid campaigns, derives starting targets from account conversion history, maps campaigns into bid portfolios, and defines learning-phase entry/exit criteria without allocating budget or adjusting in-flight pacing.

tper-hellobus-skill queries the official hellobus api to retrieve real-time gps and scheduled bus arrival times for tper services in bologna and ferrara, italy, parsing stop codes and line numbers from user queries.

english-reading-analyzer teaches systematic decomposition of complex english sentences through a five-step method: segmentation, skeleton extraction, translation, modifier analysis, and synthesis. it targets chinese learners tackling reading comprehension by isolating main clauses from supporting structures.

silent spring extracts rachel carson's pesticide critique into a six-use-case environmental toolkit covering bioaccumulation, chemical resistance, health impacts, and alternatives to synthetic biocides. trigger-rich routing table maps user intent to reference materials with clear philosophical grounding.

d1-migration covers cloudflare d1 database migrations using drizzle orm, including sql inspection for destructive patterns, local/remote application, stuck migration recovery, and bulk insert batching constraints.

ui-ux-dev generates live react pages from natural language prompts, serving html/css/js designs via cnd with screenshot review loops and iterative refinement. includes detailed design system constraints and responsive mobile-first workflow.

grepai-embeddings-ollama configures local embedding generation via ollama for private code search. covers model selection, performance tuning, and troubleshooting with practical installation and configuration examples.

why-are-all-the-black-kids-sitting-together-in-the-cafeteria provides a psychological framework for understanding racial identity development across groups using Cross Nigrescence and Helms models, with routing logic for common scenarios including self-segregation, incidents, and DEI design.

expo-mobile-dev scaffolds react native apps with deliberate region-aware choices upfront. gathers app name, purpose, and target region (china vs international), installs opinionated tooling (better-auth, tanstack query/form, zustand), and loads related ai skills for downstream work.

skills-typst wraps curated typst document templates (neurips-paper included) with a one-command compile-and-preview workflow, generating pdf plus per-page png previews. extends via template registration, not monolithic editing.

limrun-detox-testing covers wiring detox mediator connectivity, launching apps with detox runtime injection, and validating tester-app synchronization on limrun ios simulators. includes config patterns and common failure modes.

aar-loop applies the us army's 4-question after action review method to ai agent sessions, storing lessons in a folder structure with auto-trigger on all tasks and concrete, checkable outcomes.

pricewin-hotel-search queries live pricing across agoda, booking.com, traveloka, and opentravel via async polling. returns top 5-7 cheapest hotels with deduplication, price comparison, and booking urls pre-populated with user dates.

semantic-creator ingests interface contracts (REST, CLI, DDL) through four gated phases to emit governed Kimball semantic layers as OKF or YAML, with evidence-only field extraction and HTML decision workbench review.

create-agent-app scaffolds production typescript agent applications by enforcing a gated workflow that requires architectural decisions, reference-based validation, and explicit user confirmation before code generation. it prevents toy demos and enforces safety policies around credentials, permissions, and destructive operations.

run-of-show-drafter converts event briefs into minute-by-minute coordination documents across all production teams. generates draft ros with multi-team column layout, contingency callouts, and production manager sign-off block for conferences, galas, and hybrid events.

shuangwen-skill generates chinese web novel chapters with humiliation-reversal-vindication arcs, accepting single-round questionnaire input and optionally converting output to cartoon-style short-drama video scripts with framing.

rank-tracker measures keyword position deltas over time from tool exports or user-provided snapshots, comparing against baselines to surface ranking wins, declines, and serp feature shifts. includes optional ai visibility and competitor share-of-voice tracking.

rag-hallucination-governor diagnoses hallucination root causes in production rag systems by analyzing retrieval metrics, knowledge base quality, and llm behavior. outputs structured reports with threshold tuning advice and 3-step fixes drawn from delivery experience, not generic tutorials.

logging-best-practices covers canonical log lines - emitting one rich event per request per service with high-cardinality fields, business context, and environment metadata for effective debugging and analytics.