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regenerating-ai-content

Name: Regenerating Ai Content
Author: Comfy-Org

// Manages AI content generation for the ComfyUI template site. Regenerates descriptions, clears cache, debugs placeholder content, and runs the AI pipeline. Use when asked to: regenerate content, refresh AI content, clear cache, fix placeholder text, re-run AI generation, update generated descriptions, force regenerate, check cache status, debug AI content, why is content missing, content looks wrong, run the AI pipeline, generate descriptions, update AI text, rebuild content, fix generated content, content not showing, stale content, outdated descriptions. Triggers on: regenerate, AI content, clear cache, placeholder, generate descriptions, content pipeline, refresh content, rebuild AI.

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stars:498

forks:100

updated:February 8, 2026 at 06:59

SKILL.md

readonly

name

regenerating-ai-content

description

Manages AI content generation for the ComfyUI template site. Regenerates descriptions, clears cache, debugs placeholder content, and runs the AI pipeline. Use when asked to: regenerate content, refresh AI content, clear cache, fix placeholder text, re-run AI generation, update generated descriptions, force regenerate, check cache status, debug AI content, why is content missing, content looks wrong, run the AI pipeline, generate descriptions, update AI text, rebuild content, fix generated content, content not showing, stale content, outdated descriptions. Triggers on: regenerate, AI content, clear cache, placeholder, generate descriptions, content pipeline, refresh content, rebuild AI.

Regenerating AI Content

Overview

The site at site/ uses an AI pipeline (site/scripts/generate-ai.ts) that generates the following fields for each template page:

extendedDescription
howToUse
metaDescription
suggestedUseCases
faqItems

Results are cached in site/.content-cache/ and written to site/src/content/templates/ (git-ignored).

All commands must be run from the `site/` directory

Ensure pnpm is installed before running any commands.

Common Commands

Task	Command
Regenerate ALL content	`pnpm run generate:ai`
Regenerate one template	`pnpm run generate:ai -- --template <name>`
Force regenerate (ignore cache)	`pnpm run generate:ai -- --force`
Force one template	`pnpm run generate:ai -- --template <name> --force`
Test mode (first template only)	`pnpm run generate:ai:test`
Skip AI (use placeholders)	`pnpm run generate:ai -- --skip-ai`
Dry run (preview changes)	`pnpm run generate:ai -- --dry-run`
View cache stats	`pnpm run cache:status`
Clear all cache	`pnpm run cache:clear --force`
Preview what cache clear would delete	`pnpm run cache:clear --dry-run`

Requirements

OPENAI_API_KEY environment variable must be set (unless using --skip-ai).

How Caching Works

Cache lives in site/.content-cache/ with a _manifest.json tracking hashes.
Cache invalidates when:
- Template metadata changes (hash mismatch)
- Prompt files change (prompts hash)
- Cache version is bumped
--force bypasses all cache checks.
--dry-run shows what would be regenerated without making changes.

Debugging Common Issues

Placeholder text showing

Template was generated with --skip-ai.

Fix: Run pnpm run generate:ai -- --template <name>.

Content is stale/outdated

Cache hit on old content.

Fix: Run with --force flag: pnpm run generate:ai -- --template <name> --force.

OPENAI_API_KEY not set

Set the environment variable or use --skip-ai for development.

Content doesn't match override

Overrides in site/overrides/templates/ merge on top of AI content. Check if there's an override file conflicting with expectations.

humanEdited template not regenerating

By design. Templates with humanEdited: true in their override file skip AI generation entirely. Remove the override file or set humanEdited: false to re-enable.

Content Template Types

The pipeline auto-selects one of the following types based on template metadata:

tutorial
showcase
comparison
breakthrough

These correspond to prompt files in site/knowledge/prompts/.

Rules

Always run commands from the site/ directory.
Never manually edit files in site/src/content/templates/ — they are generated.
Never manually edit site/.content-cache/ — use the CLI commands.
The site/overrides/templates/ directory is for human overrides, not AI content.

related-skills.json

same repository

importing-subgraphs.md

from "Comfy-Org/workflow_templates"

Imports and registers subgraph blueprints into the ComfyUI workflow_templates repository. Handles placing blueprint JSON files, adding thumbnails, running the import/sync pipeline, and validating results. Use when asked to: import a subgraph, add a blueprint, register a blueprint, add a subgraph blueprint, import a subgraph blueprint, contribute a subgraph, add a new node component, publish a blueprint, upload a subgraph, create a blueprint, onboard a subgraph, add a reusable node. Triggers on: import subgraph, add blueprint, subgraph blueprint, new blueprint, register blueprint, blueprint import.

2026-04-16498

adding-templates.md

from "Comfy-Org/workflow_templates"

Adds new workflow templates to the ComfyUI template repository. Guides through creating workflow JSON, thumbnails, index.json entry, bundle assignment, model embedding, and i18n sync. Use when asked to: add a template, create a new template, submit a workflow, new workflow template, add a workflow, contribute a template, import a workflow, set up a new template, register a template, onboard a template, include a new workflow, publish a template, ship a template, upload a workflow, or make a new template available. Triggers on: add template, new template, new workflow, import workflow, contribute workflow, submit template, create template.

2026-02-08498

managing-bundles.md

from "Comfy-Org/workflow_templates"

Manages template bundles, categories, and ordering in the ComfyUI template repository. Moves templates between bundles, reorders templates, creates or renames categories. Use when asked to: move a template, change category, reorder templates, organize templates, rearrange templates, group templates, categorize, recategorize, change bundle, switch bundle, sort templates, change template order, reorganize, restructure categories, rename category, create category, update category, curate templates, manage collections. Triggers on: move template, change category, reorder, organize templates, bundle management, template order, category management.

2026-02-08498

managing-thumbnails.md

from "Comfy-Org/workflow_templates"

Manages thumbnail and preview images for ComfyUI workflow templates. Adds, replaces, validates, and audits thumbnails. Use when asked to: add a thumbnail, replace a preview image, update template image, fix missing thumbnail, check thumbnails, audit thumbnails, which templates need thumbnails, missing previews, add preview image, change template picture, update template visual, swap thumbnail, set thumbnail, upload preview, template image missing, broken thumbnail, thumbnail not showing. Triggers on: thumbnail, preview image, template image, template picture, missing thumbnail, add image, replace image, visual asset.

2026-02-08498

managing-translations.md

from "Comfy-Org/workflow_templates"

Manages internationalization and translations for ComfyUI workflow templates. Syncs translations, adds new languages, checks translation coverage, and manages locale files. Use when asked to: translate, add translations, sync translations, check translations, missing translations, add a language, localize, internationalize, i18n, update translations, translation status, which templates need translation, language support, sync locales, translate description, translate title, add Chinese, add Japanese, add Spanish, multi-language, multilingual. Triggers on: translate, translation, i18n, locale, language, localize, internationalize, sync translations, missing translations.

2026-02-08498

editing-site-content.md

from "Comfy-Org/workflow_templates"

Edits, updates, rewrites, or adds content on the ComfyUI template site pages. Creates override JSON files so changes survive AI regeneration. Use when asked to: change text, update descriptions, fix wording, rewrite content, edit a template page, update SEO, add FAQ, change steps, modify use cases, update copy, fix typos, add sections, customize a page, write marketing copy, improve messaging, tweak headlines, adjust tone, replace placeholder text, personalize content, or manage any template page content. Triggers on: edit content, change description, update page, fix text, rewrite, add FAQ, update steps, site content, template text, page copy, SEO description, marketing copy, content manager, update wording, customize template.

2026-02-08498

package.json

"author": "Comfy-Org"

"repository": "Comfy-Org/workflow_templates"

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Data ScientistsComputer and Mathematical Occupations15-2051L4

name

regenerating-ai-content

description

Regenerating AI Content

Overview

The site at site/ uses an AI pipeline (site/scripts/generate-ai.ts) that generates the following fields for each template page:

extendedDescription
howToUse
metaDescription
suggestedUseCases
faqItems

Results are cached in site/.content-cache/ and written to site/src/content/templates/ (git-ignored).

All commands must be run from the `site/` directory

Ensure pnpm is installed before running any commands.

Common Commands

Task	Command
Regenerate ALL content	`pnpm run generate:ai`
Regenerate one template	`pnpm run generate:ai -- --template <name>`
Force regenerate (ignore cache)	`pnpm run generate:ai -- --force`
Force one template	`pnpm run generate:ai -- --template <name> --force`
Test mode (first template only)	`pnpm run generate:ai:test`
Skip AI (use placeholders)	`pnpm run generate:ai -- --skip-ai`
Dry run (preview changes)	`pnpm run generate:ai -- --dry-run`
View cache stats	`pnpm run cache:status`
Clear all cache	`pnpm run cache:clear --force`
Preview what cache clear would delete	`pnpm run cache:clear --dry-run`

Requirements

OPENAI_API_KEY environment variable must be set (unless using --skip-ai).

How Caching Works

Cache lives in site/.content-cache/ with a _manifest.json tracking hashes.
Cache invalidates when:
- Template metadata changes (hash mismatch)
- Prompt files change (prompts hash)
- Cache version is bumped
--force bypasses all cache checks.
--dry-run shows what would be regenerated without making changes.

Debugging Common Issues

Placeholder text showing

Template was generated with --skip-ai.

Fix: Run pnpm run generate:ai -- --template <name>.

Content is stale/outdated

Cache hit on old content.

Fix: Run with --force flag: pnpm run generate:ai -- --template <name> --force.

OPENAI_API_KEY not set

Set the environment variable or use --skip-ai for development.

Content doesn't match override

Overrides in site/overrides/templates/ merge on top of AI content. Check if there's an override file conflicting with expectations.

humanEdited template not regenerating

By design. Templates with humanEdited: true in their override file skip AI generation entirely. Remove the override file or set humanEdited: false to re-enable.

Content Template Types

The pipeline auto-selects one of the following types based on template metadata:

tutorial
showcase
comparison
breakthrough

These correspond to prompt files in site/knowledge/prompts/.

Rules

Always run commands from the site/ directory.
Never manually edit files in site/src/content/templates/ — they are generated.
Never manually edit site/.content-cache/ — use the CLI commands.
The site/overrides/templates/ directory is for human overrides, not AI content.

regenerating-ai-content

Regenerating AI Content

Overview

All commands must be run from the site/ directory

Common Commands

Requirements

How Caching Works

Debugging Common Issues

Placeholder text showing

Content is stale/outdated

OPENAI_API_KEY not set

Content doesn't match override

humanEdited template not regenerating

Content Template Types

Rules

More from this repository

More from this repository

Regenerating AI Content

Overview

All commands must be run from the site/ directory

Common Commands

Requirements

How Caching Works

Debugging Common Issues

Placeholder text showing

Content is stale/outdated

OPENAI_API_KEY not set

Content doesn't match override

humanEdited template not regenerating

Content Template Types

Rules

All commands must be run from the `site/` directory

All commands must be run from the `site/` directory