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Validates TV show data against FanHub's domain rules. Use when working with show, character, episode, or quote data to ensure data integrity and business rule compliance.
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SOC 職業分類に基づく
Review an exec-talk's README and produce an exec.recipe.yml. Uses a 3-agent collaborative council to analyze section weighting, executive audience fit, narrative arc, and action clarity. Always overwrites any existing recipe. Triggers: "review the talk", "create the recipe", "is this landing for execs", "section weighting", "coverage gap", "recipe", "executive framing".
Review a tech-talk's README and produce a deck.recipe.yml. Uses a 3-agent collaborative council to analyze section weighting, narrative arc, and coverage gaps. Always overwrites any existing recipe. Triggers: "review the talk", "create the recipe", "is this the best use of our time", "section weighting", "coverage gap", "recipe".
Read from and write to the Workbench project memory store. Use when starting complex content work (query for prior context) or finishing a session that changed content (record drawer entries). Never invoke during agent pre-flight gates.
Add persona-grounded audience framing to a tech-talk. Selects 2–3 relevant personas, adds a "Who This Hits" box and up to 3 reaction lines to the README, and adds persona speaker notes to the slide deck. Triggers: "add personas", "who this hits", "persona reactions", "audience framing".
Use this skill when asked to verify, validate, fact-check, or review any data entry, lore fact, character bio, episode record, quote, or show content for accuracy against canonical project sources and the live database. Triggers on: check data, verify data, fact-check, accuracy check, data accuracy, check entry, verify entry, review accuracy, is this accurate, canon check, lore check, check this data, verify this, review this entry, check for errors, validate data, is this right, is this canon.
Use this skill when asked to verify, validate, or fact-check a lore entry, character description, seed data record, or any Breaking Bad content against the canonical reference in docs/breaking-bad-universe.md. Triggers on: check lore, verify lore, fact-check, canon check, lore accuracy, is this correct, seed data accuracy.
| name | tv-show-data-validator |
| description | Validates TV show data against FanHub's domain rules. Use when working with show, character, episode, or quote data to ensure data integrity and business rule compliance. |
| level | 2 |
This skill helps validate TV show data against FanHub's domain rules and business logic. It ensures data integrity across the shows, characters, episodes, and quotes that make up the FanHub application.
Use this skill when:
Shows (1) ─────────────────────────> (N) Seasons
│ │
│ v
│─────────────────────────────────> (N) Episodes
│ │
│ │
└─────> (N) Characters <────────────────┘
│ (many-to-many)
│
v
(N) Quotes ─────────────> Episodes
title, start_yearend_year, genre, description, network, statustitle must be uniquestart_year must be between 1950 and current yearend_year must be >= start_year (if provided)status must be: 'running', 'ended', 'cancelled', or 'upcoming'name, show_idactor_name, status, bio, is_main_charactername + show_id must be unique (no duplicate characters per show)status must be: 'alive', 'deceased', or 'unknown'bio should not exceed 2000 charactersshow_id must reference an existing showtitle, show_id, season_number, episode_numberair_date, synopsis, runtime_minutes, director, writershow_id + season_number + episode_number must be uniqueseason_number must be >= 1episode_number must be >= 1runtime_minutes should be between 1 and 300air_date should not be in the future (unless show status is 'upcoming')quote_text, show_idcharacter_id, episode_id, speaker_contextcharacter_id must reference an existing character (if provided)episode_id must reference an existing episode (if provided)quote_text should not exceed 1000 characterscharacter_id is provided, character must belong to the same showCharacter-Show Consistency
INVALID: Character references show_id=5, but that show doesn't exist
VALID: Character's show_id matches an existing show
Quote-Character Consistency
INVALID: Quote has show_id=1 but character_id references character from show_id=2
VALID: Quote's character belongs to the same show as the quote
Episode-Season Consistency
INVALID: Episode references season_number=3 but show only has 2 seasons
VALID: Episode's season exists for that show
No Duplicate Characters Per Show
INVALID: Two characters named "Walter White" in Breaking Bad
VALID: "Walter White" in Breaking Bad and "Walter White" in a different show
Related Characters
Episode Ordering
Quote Attribution
character_id require proper attributioncharacter_id require speaker_context for context{
"show": {
"title": "Breaking Bad",
"start_year": 2008,
"end_year": 2013,
"status": "ended",
"genre": "Drama"
},
"character": {
"name": "Walter White",
"show_id": 1,
"actor_name": "Bryan Cranston",
"status": "deceased",
"is_main_character": true
},
"episode": {
"title": "Pilot",
"show_id": 1,
"season_number": 1,
"episode_number": 1,
"air_date": "2008-01-20",
"runtime_minutes": 58
},
"quote": {
"quote_text": "I am the one who knocks!",
"show_id": 1,
"character_id": 1,
"episode_id": 35
}
}
{
"character": {
"name": "Jesse Pinkman",
"show_id": 1,
"status": "retired" // ❌ Invalid status - must be alive/deceased/unknown
},
"episode": {
"title": "Future Episode",
"show_id": 1,
"season_number": 1,
"episode_number": 1,
"air_date": "2099-01-01" // ❌ Future date for ended show
},
"quote": {
"quote_text": "Famous quote",
"show_id": 1,
"character_id": 999 // ❌ References non-existent character
}
}
When importing TV show data from external sources:
When building character detail pages:
When building episode detail pages:
This skill works alongside:
Don't use this skill for: