prd guides agents through structured product requirement document generation by collecting clarifying questions, then assembling user stories, functional requirements, and success metrics into markdown templates.

qa-scenario-tree systematizes requirement decomposition into four test scenario categories (happy path, alternative path, exception path, data flow) with quantified multipliers and traceability. covers complex workflows requiring comprehensive branch and failure mode mapping.

startup-problem-finder locates clarity gaps, narrative breaks, and investor friction in early-stage startup ideas and pitch materials. it combines material review, structured intake, and multi-angle diagnosis without investment recommendation or fundraising scripts.

nm-archetypes-architecture-paradigms routes users through a three-step selection workflow to identify suitable architecture patterns based on team size, domain complexity, and system concerns, then delegates to specialized paradigm skills for implementation.

content-amplifier handles two workflows: paid amplification of live creator content via whitelisting, spark ads, and dark posts with budget allocation and optimization rules; and repurposing of existing assets across paid, owned, social, and sales channels with rights tracking and format specs.

snapgen orchestrates desktop application automation by managing process-specific python classes and capability docs. it routes requests through capability checks, dynamic execution, creation, or extension protocols.

memvault provides persistent memory for ai agents using ebbinghaus decay curves and strength-weighted vector retrieval. stores facts extracted from conversations, retrieves by semantic similarity scaled by access frequency, and auto-fades weak memories over time.

eve-job-debugging provides cli-only job monitoring and diagnosis through follow, wait, result, and diagnose commands. covers stuck job recovery, per-job harness overrides, and multi-attempt context carryover.

corall-ai handles marketplace setup, order creation, and fulfillment across provider and employer roles on openclaw or claude code, with conditional routing to external reference files based on detected mode.

youmind-x-article researches topics via knowledge base and web search, writes 280-char-optimized tweets and multi-tweet threads, and publishes directly to x through youmind's oauth-connected account. supports preview-only mode and graceful fallbacks when api or publishing fails.

ekin-safety-netting automates post-appointment follow-up for NHS GPs, contacting patients at scheduled intervals to detect red flag symptoms and escalate deterioration. implements condition-specific symptom matching with fuzzy intent recognition and clear escalation rules.

employee creates persistent virtual workers with defined roles, memory, and graduated autonomy levels. task routing, escalation rules, and lifecycle commands organize delegation within explicit permission boundaries.

oo-coresignal wraps the coresignal connector via oo CLI, exposing search and collection actions for company records. schema inspection and payload construction are documented. read actions are safe; write and destructive actions require confirmation.

luckylobster-skill provides polymarket trading via rest api, covering market search, order placement, position management, and real-time pricing. device authorization flow enables api key provisioning. rate limits documented at 100 req/min.

ai-app-testing provides a layered test framework (L0-L4) for llm and agent applications, covering prompt security audits, rag evaluation, and performance testing. includes 14 runnable scripts and 45 test cases, though trigger phrases remain generic and edge case handling is partially documented.

pr-auto-merger scans github repos for approved, ci-passing pull requests and merges them autonomously. supports dry-run preview, configurable approval thresholds, and squash/merge strategies. suitable for teams automating pr cleanup workflows.

listing-coach retrieves real estate coaching content from a configured knowledge base, including scripts for listings, expireds, fsbo, and objection handling. output is returned verbatim to the user without modification.

firecrawl-build-onboarding guides credential setup and sdk installation for firecrawl integration, covering auth flow, env config, and initial smoke testing across multiple languages.

agentforce-test automates functional and security validation for agentforce agents via smoke tests, batch execution, trace analysis, and fix loops. covers owasp llm top 10 adversarial patterns alongside utterance derivation and iterative remediation.

oo-pdf-api-io wraps pdf-api.io connector operations (template retrieval, listing, rendering) through the oomol cli, handling credentials server-side. covers three read-only actions with schema inspection and safe execution patterns.

argent-screenshot-diff supports visual regression testing and before/after UI comparisons by pixel-level diffing, with explicit guidance on when screenshot comparison answers the question versus when structural or behavioral checks are required.

mapbox-token-security covers token types, scope management, url restrictions, and storage practices for mapbox access tokens. includes checklists for creation, management, monitoring, and incident response with reference material.

tiktok-video-ad relays product briefs to pexo's hosted agent, polling until a native vertical tiktok ad (9:16, hook-first) is ready for delivery. handles file upload, multi-step revision, and asset selection.

tutur-gayo handles text production, adaptation, and review for bahasa gayo with offline-first operation and source-aware constraints. it defers high-stakes use (legal, ritual, official) to native speakers and flags uncertain terms rather than inventing vocabulary.

cron-callback-session enables one conversation or cron job to inject messages into another active session via sessions_send, allowing an agent to resume work with full context. covers openclawqclaw, windows gateway restart workarounds, and visibility configuration.

schedulala posts to 12 social platforms via cli or mcp, with draft-validate-publish workflow, per-platform rules, media upload, analytics, and comment moderation. free tier limited to 4 lifetime posts and 2 accounts.

oo-polar wraps the polar.sh connector via oo CLI, enabling reads and writes to customer, subscription, order, product, and organization data. credentials are server-side injected; callers inspect schemas and run actions with json payloads.

code-debugging structures error analysis into categorization, root cause identification, and targeted fixes with retry logic and reflection. categorizes six error types by severity and provides pattern-specific strategies for common ml debugging scenarios.

oo-linux-do provides read-only access to linux.do content via rss endpoints (topics, posts, badges, groups, tags, users). queries run through the oo cli with server-side credential injection. all 13 actions are list/search operations with identical 404 and rate-limit handling.

report-formatter transforms unstructured content into professional documents across seven output formats (reports, meeting notes, weekly updates, emails, proposals, articles, ppt outlines) with template-based restructuring and style theming.

agent-memory-cleanup detects and remediates degraded agent memory files (user.md, memory.md, profile.md, etc) via staged audit, proposal, and approval flows. triggers on memory pressure signals or explicit user request. creates timestamped backups before applying changes.

multi-agent-pipeline provides a reusable orchestration pattern for sequential and parallel agent stages with status callbacks and error recovery, suitable for content generation and multi-step ai workflows.

image-to-generator converts still images (jpg, png, webp, heic) into animated video clips via cloud gpu rendering. produces 1080p mp4 files in 30-90 seconds, supports multi-track editing with transitions, audio, and text overlays. requires nemo token authentication.

oc-prompt-optimizer clarifies vague maintainer requests into executable contracts with defined scope, variables, constraints, and acceptance criteria, reducing ambiguity before agent handoff.

skill-customer-satisfaction-survey provides structured frameworks for designing and analyzing customer satisfaction surveys (csat, nps, ces) with automated report generation in markdown and txt formats, targeted at quality managers and market teams.

skill coach for tracking human capability growth through structured logging, bottleneck analysis, and progress metrics. establishes milestones, practice patterns, and weekly reviews to accelerate learning velocity from beginner to advanced levels.

function-creator scaffolds convex queries, mutations, and actions with type validation and auth checks. covers three function patterns with examples and a pre-flight checklist, though procedural steps lack granularity.

generates pre-meeting briefings by extracting keywords from meeting topics, searching recent notifications and web results, organizing findings into thematic dimensions, and outputting a structured report with overview, key findings, and focus points.

alibabacloud-analyticdb-postgresql-supabase-ops manages adbpg supabase project lifecycles on alibaba cloud via aliyun gpdb apis, covering creation with vpc discovery, pause/resume, password reset, api key retrieval, and security ip configuration.

autoresponder monitors imessage/sms and generates ai replies per contact using configurable prompts, rate limits, time windows, and keyword triggers. management via telegram slash commands, natural language, or cli. includes test mode, statistics, and daily caps.

gingiris-seo-geo-agent provides a structured daily/weekly seo operations framework with mandatory gsc token checks, forced data cross-validation (2+ sources), backlink tracking, and new vs established site strategy tiers. built from real incident recovery (analook.com, gingiris.tools).

multi-source-feed aggregates tech news from eight sources into a daily curated brief using ai filtering and deduplication. setup involves api registration, x session capture via chrome devtools protocol, user profile customization, and cron scheduling split across python scraping and llm memo generation.

speech-video converts audio and video into shareable mp4 files with ai-generated visuals and captions via a remote gpu pipeline, requiring only file upload and a natural language description of desired output.

geoskill-solar-energy-potential computes annual solar radiation (GHI), optimal panel tilt, estimated PV output in kWh/kWp/year, and economic metrics (payback period, LCOE) from NASA POWER data. supports single-point and batch CSV processing without API keys.

voice-agent-memory integrates twilio telephony with bluecolumn vector storage to enable cross-call recall. inbound calls trigger automatic memory retrieval by caller id, and transcripts are auto-stored for future reference.

geoskill-china-admin-divisions wraps a free api to download five-level chinese administrative boundaries in multiple vector formats, with tree-style drill-down and bbox calculation, no auth required.

git-commit-pr automates the workflow of staging changes, committing with sign-off, and opening a pull request against an upstream repository, with optional merge capability and cleanup.