manishiitg
UserAgentWorks: the open-source control plane for running, measuring, and improving AI agent workflows across your company.
Categories
Indexed Skills (60)
work-workflow-files
Read and interpret attached folders or read-only AgentWorks workflow references in Crew, invoke an attached workflow through its Crew-scoped internal trigger, and securely link files from the active Crew project. Use when the user asks what an attached workflow contains, wants it run, requests data or Dashboards from it, compares files across workflows, or asks for a share link to a Crew project file or folder.
agentworks
Read and run AgentWorks workflows and Crews through MCP (list workflows, read files, plans, runs, guidance, and knowledge; execute steps, workflows, and schedules; ask Crews and call their functions). Load when the task touches an AgentWorks workflow or when AgentWorks MCP tools are available.
recall-conversations
Read what was said in an earlier conversation — the parent's previous chats with Quill, or a child's conversation with the tutor inside an activity — from the platform's conversation logs.
work-dashboard
Create or update a Crew project's visual Dashboard for tasks, notes, plans, status, research, project information, or any other content the user wants to manage visually.
work-schedules-and-bots
Manage Crew's message-only project schedules, authenticated webhook triggers, Slack or WhatsApp project-chat bots, and connected Gmail accounts. Use when the user asks for recurring work, event-driven work, a scheduled message, an API trigger, bot routing, email notifications, or reading Gmail in a Crew project.
create-progress-report
Build a designed, self-contained HTML progress report for the child — how she's actually doing, and what to work on next — surfaced in the Progress tab for both parent and child.
process-file
Read a newly uploaded file from the inbox, classify it, move it into the right subject/topic folder, and write a metadata JSON.
fal-ai
Generate AI video, image, voice/TTS, and music clips via fal.ai's Node.js client for cinematic video productions. Use when a brief calls for footage, reference imagery, narration, or a music bed that cannot come from uploaded assets or a selective deterministic HyperFrames insert.
video-creation
Direct a video project from a conversational brief through a reproducible production. Use when creating a new video, deciding the production approach, turning uploaded assets into a video, scripting or storyboarding, or revising an existing video.
video-model-selection
Choose which fal.ai or Google Gemini/Veo model fits one shot's requirements -- text-to-video vs image-to-video, character/subject consistency, duration limits, native audio, cost. Use before the first generation call in a long-form production, and again whenever a shot's requirements differ from the ones already resolved. Read alongside fal-ai and google-ai, which own the client mechanics once a model is chosen; this skill owns the choice itself.
longform-cinematic-video
Direct a coherent cinematic video of any duration from story architecture through deterministic or generated sequences, continuity-controlled clips, editorial stitching, sound, and final seam review. Use as the default director for every new Video Studio production so scenes feel like one continuous authored film rather than separate generations.
seedance-video
Plan and generate Seedance video effectively through current Seedance 2.0 and 2.5 endpoints on fal.ai, or supported direct Seeddance models through its separately authenticated API. Use when a production selects or considers Seedance for text-to-video, image-to-video, first/last-frame control, multimodal reference-to-video, multiple character or product images, reference video or audio, native synchronized audio, multi-shot scenes, editing, extension, or fewer longer clips. Read with video-provider-capabilities, video-cinematography, and the selected provider skill before any paid call.
veo-video
Plan and generate Google Veo video effectively through current fal.ai, Gemini API, or Vertex AI contracts. Use when a production selects or considers Veo for text-to-video, image-to-video, first/last-frame interpolation, reference-image identity or product guidance, Veo video extension, portrait video, high resolution, native audio, or long-running generation operations. Read with video-provider-capabilities and the selected provider skill before any paid Veo call.
multi-clip-cinematic-generation
Design a coherent MiniMax H3 sequence using a reference manifest and explicit camera-transition grammar. Use before planning or creating an anchor clip or any follow-up clip in a cinematic sequence.
video-look-sound
Lock the visual world and complete audio direction before narration or footage generation. Use when deciding locations, backgrounds, wardrobe, lighting, palette, narrator or dialogue voice, music, ambience, sound effects, captions, and whether speech should be separate TTS or native model audio.
video-stitching
Assemble an H3 Max continuity chain with a plain deterministic concat. Use for final assembly, or only when an H3 continuation has a visibly broken boundary.
generated-video-quality
Check AI-generated footage for the failure modes generation causes rather than deterministic editing -- identity drift, generation artifacts, motion that breaks physics, temporal discontinuity at stitch points, lip-sync drift, and prompt adherence. Use alongside video-quality for any candidate assembled from fal-ai or google-ai clips; never in place of it.
video-cinematography
Construct the actual MiniMax H3 video prompt -- the five-aspect formula (subject, motion, scene, spatial framing, camera), precise camera vocabulary, and character consistency across shots. Use after video-storytelling has placed a beat and whenever framing, motion, lighting, or identity drifted from the brief.
video-editing
Edit and assemble video clips with deterministic local tools, including trimming, normalization, hard cuts, captions, branded overlays, narration, music ducking, and versioned exports. Use when combining clips or uploaded media, adding captions or audio, resizing for a platform, or revising an existing edit -- including stitching multiple independently AI-generated clips (fal-ai, google-ai) into one long-form piece when each clip's duration doesn't match the storyboard beat.
video-quality
Validate a candidate video technically, visually, and editorially before presenting it as complete. Use after rendering a video or when diagnosing playback, aspect ratio, duration, audio, captions, black frames, freezes, identity drift, or other quality problems.
video-storytelling
Structure a video's narrative arc and pacing, scaled to its actual duration -- from a short explainer's single arc to a true long-form (8+ minute) piece's chapters, retention curve, and pattern interrupts. Use once the brief's message and audience are confirmed and before writing a shot-by-shot storyboard. Read alongside video-cinematography, which owns per-shot camera/lighting direction once a beat is chosen.
minimax-h3-video
Plan Video Studio's MiniMax H3 Max generation through fal.ai, including H3 Max Turbo for an initial image-controlled anchor, minimal-reference complete scenes and optional predecessor continuity, and Director for explicitly approved real-time direction. Read with video-provider-capabilities and fal-ai before any paid H3 call.
backup
Back up the family's learning workspace to the parent's own private Hugging Face Hub dataset repo — the ONE destination this family uses, via the `hf` CLI.
discover-something-new
A fun, off-syllabus "something new to explore" activity for the child — a light cover page plus a chat-driven discovery, tailored to grade and interests learned over time. Parent-initiated, handed off like any other activity.
read-file
Extract the actual text/content from a file of ANY format — PDF, Word, PowerPoint, Excel, images, scans, archives. The canonical "how do I read this file" reference, reused by process-file, Pulse ingestion, and browser downloads.
teach-coding
Age/grade-appropriate approach for a coding/programming subject — read this BEFORE create-study-material or create-test when the topic is coding/programming, in addition to that skill.
update-child-interests
Extract genuine interest signals from the child's own conversations and keep memory/interests.md current — a Pulse-only skill, not triggered by a direct parent request.
update-preferences
Extract durable things the parent has said in chat and keep memory/preferences.md current — a Pulse-only skill, not triggered by a direct parent request.
video-provider-capabilities
Resolve an AI-video model's live official API schema and turn it into a durable request, continuity, cost, and review plan before any paid video call. Use for Kling, Seedance, Veo, or any other video model when selecting a model, preparing or retrying a request, assigning image/video/audio references, using first or last frames, creating multi-shot video, extending footage, chaining clips, or deciding whether separate clips are necessary.
cinematic-visual-development
Choose the minimum visual references needed for a generated scene, test a representative complete shot, and add FLUX.2 Max references only for required identity, exact details, or demonstrated continuity failures. Use before an anchor or follow-up clip.
authentication-session-validation
Build repeatable AgentWorks browser validation for authentication and session behavior. Use for login, logout, MFA, recovery, expiry, refresh, and invalid-session coverage after browser setup.
basic-browser-setup
Set up browser QA in AgentWorks, save verified locators and application knowledge, configure a repeatable smoke test, and establish reporting. Use when onboarding an application or repairing its QA foundation.
browser-test-self-healing
Build an AgentWorks workflow that diagnoses a browser-test failure, proposes a test-only repair, verifies it in isolation, obtains the configured review, and updates canonical tests and application knowledge. Use for stale or flaky browser automation, not product defects.
critical-journey-validation
Build AgentWorks browser regression validation using existing application knowledge, test setup, and verified locators. Run approved journeys, investigate failures, and publish durable evidence-backed results.
flaky-test-detection-stabilization
Build AgentWorks browser-test flake detection and reviewed stabilization using repeated isolated attempts and evidence comparison. Use when identical test inputs produce inconsistent outcomes.
release-pr-quality-gate
Build an AgentWorks release or pull-request browser quality gate over saved suites and exact build identity. Use when a merge, deployment, or promotion needs an auditable QA decision.
role-permission-validation
Build AgentWorks browser validation for role-based page, action, and data permissions. Use when an application has multiple roles, tenancy boundaries, or restricted operations.
scheduled-regression-synthetic-monitoring
Configure AgentWorks to run approved browser journeys on a schedule, retain trends, and notify on actionable changes. Use for ongoing regression checks or controlled synthetic monitoring.
engineering-operations-intelligence
Build one small-team AgentWorks workflow that connects engineering data, calculates delivery, quality, and reliability intelligence, and produces recurring evidence-backed reviews with tracked actions.
cost-anomaly-to-verified-savings
Build an AgentWorks FinOps workflow that detects cost anomalies, proposes evidence-backed rightsizing, prepares reviewable IaC fixes, obtains approval, and verifies realized savings. Use for governed cloud-cost optimization.
activation-retention-intelligence
Build evidence-backed activation, retention, and feature-adoption analysis in AgentWorks for an AI Growth Analyst. Use to find what makes customers successful, why cohorts retain or churn differently, and whether features move retention or revenue.
work-skills
Discover, install, import, create, select, and remove reusable skills in Crew. Use when the user asks to add a capability or manage the skills available to a project or account.
ui-ux-pro-max
UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, responsive layout, typography, color, charts, and stack-specific UI implementation. Searchable local data: 79 searchable styles (50 active), 192 product palettes and reasoning profiles, 74 font pairings, 119 UX guidelines, 105 icons, 17 GSAP presets, 25 chart types, and 22 stacks.
work-integrations
Manage Crew secrets, browser access, models, and administrator-authorized server folders. Use when the user asks to configure credentials or browser access, choose a coding provider, or attach an external folder.
work-mcp
Connect and manage MCP servers for Crew projects. Use when the user asks to connect a service through MCP, inspect connection or authorization state, select MCP access for a project, refresh tool discovery, or diagnose an MCP server.
work-ui-control
Present the correct Crew project panel with acknowledged UI control. Use when opening, refreshing, or checking a Crew workspace view; do not use Workflow view IDs or semantics.
create-study-material
Create clear, child-ready study material (notes, worked examples, a revision sheet) for a topic, matched to the child's level and their own uploaded materials, packaged as one activity.
create-test
Create a practice test for the child from their materials and progress — child-facing questions with a separate parent-only answer key, packaged as one activity.
html-composition
Design and render video frames as HTML/CSS, then assemble them into a video with headless Chrome and ffmpeg. Use when building an infographic, product explainer, stat card, title sequence, or any piece whose visuals are laid-out typography, charts, and shapes rather than photographic footage.
hyperframes-quality
Review and gate an editable HyperFrames composition or its rendered video before delivery. Use after building, revising, diagnosing, or rendering a HyperFrames project when layout, contrast, deterministic timing, transitions, animation choreography, rendered-frame fidelity, or high-quality acceptance needs verification. Use alongside video-quality; this skill owns composition-specific checks, while video-quality owns final media, editorial, audio, claims, and presentation QA.
product-infographic
Create or revise product infographic and explainer videos in Video Studio. Use for product launches, feature explanations, product tours, facts, statistics, comparisons, pricing, processes, or short product-led motion graphics. Own the user brief and route the confirmed production into the appropriate installed HyperFrames skill.
gemini-omni-video
Plan and generate or edit video effectively with Google Gemini Omni Flash through current fal.ai endpoints. Use when a production selects or considers Gemini Omni, Google Omni, or Gemini Omni Flash for text-to-video, image-to-video, reference-to-video, conversational video editing, localized revisions, multimodal conditioning, native audio, or iterative scene continuity. Read with video-provider-capabilities and fal-ai before any paid call.
kling-video
Plan and generate Kling video effectively through current fal.ai Kling endpoints. Use when a production selects or considers Kling for text-to-video, image-to-video, reference-to-video, first/last-frame interpolation, structured multi-shot prompts, recurring characters or objects, style references, motion transfer, or native audio. Read with video-provider-capabilities and fal-ai before any paid Kling call.
seeddance-api
Generate supported Seedance video through the independent Seeddance API at seeddance.io using the deployment's SEEDANCE_API_KEY, separately from fal.ai. Use when choosing between direct Seeddance and fal, checking direct account credits or model access, or submitting, polling, downloading, retrying, and reviewing direct Seedance video tasks. Read with seedance-video, video-provider-capabilities, and video-cinematography before paid generation.
create-academic-map
Build a designed, self-contained HTML academic map of the child's subjects, topics, and materials, plus real coaching notes for the parent on how to teach them better.
notify
Send the parent a notification at the right moments — the child finished a session, a test/report is ready, a backup completed, or a decision is needed.
publish
Publish a family artifact (a progress report or the academic map) to a shareable destination — a shared folder, a static host, Google Drive, or GitHub Pages — tracking config vs status in files.
guides
Shared reference guides read with read_skill(name "guides", path "<file>") — html-design.md (the progress page's look) and diagrams.md (JSXGraph figures for geometry, graphs and number lines). For writing image_gen/image_edit prompts, see the separate image-prompting skill.
background-work
Run a bounded research, analysis, writing, coding, or file task asynchronously and rely on Crew's automatic completion notification instead of polling.
delegate-coding-agent
Route coding work to another local coding-agent CLI through the llm-provider MCP server. Use when a task benefits from a powerful model for difficult reasoning or a faster, lower-cost model for bounded implementation, tests, investigation, or review.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.