genviral（genviral 演示文稿）

genviral Partner API Skill

TL;DR: Wraps genviral's Partner API into 60+ bash commands. Core flow: get-pack → analyze images (metadata + vision) → generate with pinned_images → render → visual review (hard gate) → create-post → log to workspace/performance/log.json. TikTok copy flow: copy-tiktok-preview → copy-tiktok-import (with exactly one of pack_id or pack_images). Studio AI: studio-models → studio-generate-image (sync) or studio-generate-video → studio-video-status --poll (async). Folders: create-folder → folder-items-add to organize files/slideshows. Analytics correlation: treat analyticsId/id, platformPostId, and genviralPostId as different identifiers; use genviralPostId or externalId to map analytics rows back to created posts. Auth via GENVIRAL_API_KEY. Config in defaults.yaml. Instance data in workspace/.

What This Skill Does

• Multi-Platform Posting: Video or slideshow posts across TikTok, Instagram, YouTube, Pinterest, LinkedIn, Facebook
• Studio AI Generation: Generate images (sync) and videos (async) via AI models through the API
• File Management: Upload videos/images to genviral's CDN; organize with folders
• Folder Management: Nested folders for uploads, AI images, AI videos, and slideshows
• AI Slideshow Generation: Photo carousels from prompts, rendered to images
• Template System: Reusable slideshow structures, convert winners to templates
• Pack Management: Image packs as slideshow backgrounds
• Analytics: KPIs, post-level metrics, tracked accounts, refresh triggers
• Niche Intelligence: One-call trend research (trend-brief) for hashtags, sounds, creators, posting windows, and hook angles
• Content Pipeline: Full automation from prompt to posted content
• Performance Tracking: Post log, hook tracking, weekly review
• Hook Library: Maintain and evolve a library of proven content hooks

How It Works

1. Generate or upload media
2. Create a post targeting one or more accounts
3. Schedule or publish (for TikTok slideshows, optionally save as drafts so you can add trending audio before publishing — music selection requires human judgment for best results)
4. Track performance via analytics
5. Learn and optimize

Important analytics identity rule:

• analyticsId is the analytics-row ID (id is a legacy alias of the same value)
• platformPostId is the platform-native post/video ID
• genviralPostId is the originating Genviral post ID when correlation succeeds
• externalId is the originating Partner API external_id when present
• For BYO TikTok MEDIA_UPLOAD, the draft/inbox publish_id is not the final public TikTok video ID. Correlation is best-effort for recent unresolved drafts after the user actually publishes in TikTok, so older rows can still show genviralPostId / externalId as null.

All configuration in defaults.yaml. Secrets via environment variables. Everything posted shows up in the Genviral dashboard.

First-Time Setup

If fresh install, read docs/setup.md and walk the user through onboarding conversationally:

1. Set API key and verify it works
2. List accounts and pick which to post to
3. Discuss image strategy (existing packs, create new, generate per post, or mix)
4. Optionally set up product context and brand voice together

No hardcoded defaults. Ask the user what they prefer and adapt. Everything done through this skill shows up in the Genviral dashboard, so the user always has full visibility and control.

File Structure

genviral/
  SKILL.md                  # This file (kernel + routing)
  README.md                 # Human-facing overview
  defaults.yaml             # API config and defaults

  docs/
    setup.md                # Onboarding guide (conversational, 5 phases)
    api/
      accounts-files.md     # accounts, upload, list-files
      folders.md            # folder CRUD, move, ancestors, items management
      posts.md              # create-post, update-post, retry, list, get, delete
      slideshows.md         # generate/render/update + TikTok copy preview/import + text styles
      packs.md              # pack CRUD + smart image selection (MANDATORY reading for any pack workflow)
      templates.md          # template CRUD + create-from-slideshow
      analytics.md          # all analytics commands
      studio.md             # Studio AI: generate images/videos, list models, poll status
      subscription.md       # subscription status, credits, tier
      pipeline.md           # content pipeline, performance loop, CTA testing, platform tips
      errors.md             # error codes and troubleshooting
    references/
      analytics-loop.md     # Full analytics feedback loop and weekly review process
      competitor-research.md # How to research competitors
    prompts/
      slideshow.md          # Prompt templates for slideshow generation
      hooks.md              # Prompt templates for hook brainstorming

  workspace/                # All instance/customer data (override with GENVIRAL_WORKSPACE_DIR)
    content/
      scratchpad.md         # Working content plan and drafts
      calendar.json         # Upcoming planned posts
    context/
      product.md            # Product description, value props, target audience
      brand-voice.md        # Tone, style, do's and don'ts
      niche-research.md     # Platform research for the niche
    hooks/
      library.json          # Hook instances (grows over time, tracks performance)
      formulas.md           # Hook formula patterns and psychology
    performance/
      log.json              # CANONICAL post record (single source of truth)
      hook-tracker.json     # Hook and CTA tracking with metrics (the feedback loop)
      insights.md           # Agent learnings from performance data
      weekly-review.md      # Weekly review notes
      competitor-insights.md # Competitor research findings

  scripts/
    genviral.sh             # Main API wrapper (all commands)
    update-skill.sh         # Self-updater

Command Routing

Load only what you need for the current task:

Niche Research Mode (When user asks to research a niche)

When asked things like "research this niche", "find what works in this niche", or "give me niche intelligence":

1. Run trend-brief first for the niche keyword (7d baseline, then 24h for freshness if needed).
2. Extract and report: top hashtags, top sounds, top creators, posting windows (UTC), recommended hook angles.
3. Run competitor deep-dive using docs/references/competitor-research.md (3-5 accounts minimum).
4. Produce a short actionable output with:

- 3 hook angles to test - 2 CTA suggestions - 2 best posting windows - 5 hashtags to start with - 1 "gap to exploit" insight

1. Save findings to workspace/performance/competitor-insights.md and use them in subsequent content prompts.

TikTok Copy Remix Mode (When user asks "make similar but new")

When the user wants to copy a TikTok slideshow idea but generate new visuals:

1. Run copy-tiktok-preview first and capture preview_id, source image URLs, and slide count.
2. Run copy-tiktok-import with exactly one pack source (pack_id or pack_images) so text overlays are extracted and mapped into editable slides.
3. Generate replacement images through Studio using google/nano-banana-2 with each source slide image as reference input:

- command: studio-generate-image --model-id "google/nano-banana-2" --image-urls "<source_url>" --prompt "<product-aware transformation prompt>"

1. Build prompts with product context from workspace/context/product.md so generated visuals stay relevant to the advertised product.
2. Replace slide backgrounds with generated URLs (update --slides-file...) while preserving/editing imported text elements.
3. Render (render) and review (review) before posting; never skip visual QA.

Analytics Correlation Mode (When user asks "match analytics back to posts")

1. Pull analytics-posts --json.
2. Prefer genviralPostId for matching analytics rows back to Genviral posts.
3. If you need the caller's own stable ID, use externalId.
4. Treat analyticsId/legacy id as the analytics-row identifier only.
5. Treat platformPostId as the platform-native TikTok/Instagram/YouTube post identifier only.
6. For BYO TikTok drafts (MEDIA_UPLOAD), do not assume a draft upload is correlated immediately. The draft publish_id becomes matchable only after the human posts from TikTok and Genviral resolves it to the final public TikTok video ID.

Non-Negotiable Rules

These apply regardless of what docs you've loaded:

1. ALWAYS use pinned_images when generating a slideshow with a pack. Never call generate with just --pack-id — the server will pick random images. Read docs/api/packs.md before any pack workflow.
2. ALWAYS visually review every rendered slide before posting. If any slide fails readability, fix it. This is a hard gate — not a suggestion.
3. ALWAYS log to workspace/performance/log.json immediately after posting. This is the canonical record.
4. ALWAYS add a hook-tracker entry after posting. No tracking = no learning.
5. Never use em-dashes in any generated content.
6. Respect workspace/ — all instance data lives here. Do not write state files to the skill root.

Script Usage

/path/to/genviral/scripts/genviral.sh <command> [options]

Requires GENVIRAL_API_KEY as an environment variable (format: public_id.secret). Loads defaults from defaults.yaml. Set GENVIRAL_WORKSPACE_DIR to override the workspace path (defaults to workspace/ relative to the skill dir).

Auto-Updates

This skill includes a self-updater that keeps skill-owned files in sync with the latest version from fdarkaou/genviral-skill.

bash scripts/update-skill.sh           # check + apply if updates available
bash scripts/update-skill.sh --dry-run # preview only, no changes
bash scripts/update-skill.sh --force   # force re-apply even if already current

What gets updated (skill-owned): README.md, SKILL.md, scripts/, docs/ (all subdirs)

What never gets touched (user-owned): workspace/ — your data, context, hooks, and performance logs are always preserved.

Notes

• Works with any platform genviral supports (TikTok, Instagram, etc.)
• Supports both video and slideshow posts
• Works with hosted and BYO accounts
• Posts can be scheduled or queued for immediate publishing
• TikTok slideshow drafts: use post_mode: MEDIA_UPLOAD to save to drafts inbox for audio addition
• BYO TikTok draft uploads (MEDIA_UPLOAD) create the Genviral post immediately, but the final public TikTok video ID exists only after the user publishes in TikTok. In analytics-posts, use genviralPostId or externalId for correlation; treat analyticsId/legacy id as the analytics-row ID and platformPostId as the TikTok-native ID.

Meta Ads Companion (Included)

This repo includes the meta-ads companion guide in the meta-ads/ directory — an autonomous Meta (Facebook/Instagram) Ads manager and 8-stage AI campaign builder that uses Genviral's Studio API for ad creative generation.

See meta-ads/INSTRUCTIONS.md for the bundled workflow and setup guide.

Also available standalone: fdarkaou/meta-ads-skill