Topic Manager Skill | Agent Skills

Topic Manager

Manage biblical topics: names, translations, relations, aliases, and QA validation.

Quick Reference

Read these context files first:

Docs/context/db-schema-short.md - Table structures
apps/raamattu-nyt/src/lib/topicEditorUtils.ts - TypeScript API utilities

Database Schema

topical_topics (bible_schema)

id UUID PRIMARY KEY
name_en TEXT NOT NULL          -- English topic name
name_fi TEXT                   -- Finnish translation
slug TEXT UNIQUE NOT NULL      -- URL slug (English)
slug_fi TEXT                   -- Finnish URL slug
parent_id UUID                 -- Broader topic (hierarchy)
qa_status qa_status_enum       -- 'unchecked', 'ok', 'needs_review'
is_core BOOLEAN                -- Important/featured topic
is_biblical BOOLEAN            -- Biblical vs modern term
semantic_field TEXT            -- Semantic category
semantic_field_fi TEXT         -- Finnish semantic field
semantic_field_en TEXT         -- English semantic field
usage_context TEXT             -- How term is used
usage_context_fi TEXT          -- Finnish context
usage_context_en TEXT          -- English context
nuance_fi TEXT                 -- Finnish nuance
nuance_en TEXT                 -- English nuance

topical_relations (bible_schema)

source_topic_id UUID           -- Source topic
target_topic_id UUID           -- Target topic
relation_type TEXT             -- 'related', 'opposite', 'synonym'
is_bidirectional BOOLEAN       -- TRUE for opposite/synonym

topical_aliases (bible_schema)

topic_id UUID
alias TEXT                     -- Display text
alias_norm TEXT                -- Normalized (lowercase, no diacritics)
lang TEXT                      -- 'fi' or 'en'
alias_type TEXT                -- 'synonym', 'abbrev', 'variant', 'old_term', 'misspelling'
qa_status qa_status_enum       -- 'unchecked', 'ok', 'needs_review'
source TEXT                    -- 'manual', 'ai', 'import'

topical_references (bible_schema)

topic_id UUID
osis_start TEXT                -- Start verse (e.g., 'Gen.1.1')
osis_end TEXT                  -- End verse (for ranges)
relevance_score INTEGER        -- 1-5 relevance

Common Operations

Find Topics Needing Review

-- Topics with unchecked qa_status
SELECT id, name_en, name_fi, qa_status
FROM bible_schema.topical_topics
WHERE qa_status = 'unchecked'
ORDER BY is_core DESC, name_en
LIMIT 50;

-- Topics without Finnish translation
SELECT id, name_en, slug
FROM bible_schema.topical_topics
WHERE name_fi IS NULL
ORDER BY is_core DESC, name_en;

Update Topic Translation

UPDATE bible_schema.topical_topics
SET
  name_fi = 'suomenkielinen nimi',
  slug_fi = 'suomenkielinen-slug',
  qa_status = 'ok'
WHERE id = 'uuid-here';

Create Topic Relation

-- Related topic (one-way)
INSERT INTO bible_schema.topical_relations
  (source_topic_id, target_topic_id, relation_type, is_bidirectional)
VALUES ('source-uuid', 'target-uuid', 'related', false);

-- Opposite (bidirectional)
INSERT INTO bible_schema.topical_relations
  (source_topic_id, target_topic_id, relation_type, is_bidirectional)
VALUES ('source-uuid', 'target-uuid', 'opposite', true);

Set Topic Hierarchy

-- Set parent (broader term)
UPDATE bible_schema.topical_topics
SET parent_id = (SELECT id FROM bible_schema.topical_topics WHERE slug = 'parent-slug')
WHERE slug = 'child-slug';

Add Topic Alias

INSERT INTO bible_schema.topical_aliases
  (topic_id, alias, alias_norm, lang, alias_type, source, qa_status)
VALUES (
  'topic-uuid',
  'Vaihtoehtoinen nimi',
  'vaihtoehtoinen nimi',
  'fi',
  'synonym',
  'manual',
  'ok'
);

Finnish Translation Validation

QA Status Values

unchecked - Not reviewed yet (default for imports)
ok - Verified correct
needs_review - Flagged for human review

Common Finnish Issues

Wrong translation - Check with Voikko/Omorfi
Missing diacritics - ä, ö must be correct
Compound words - Finnish compounds may be written together
Capitalization - Finnish doesn't capitalize most terms

Voikko/Omorfi Integration

For Finnish morphological validation, use these tools:

Option 1: UralicNLP (Python)

# pip install uralicnlp
from uralicnlp import uralicApi

# Check if word is valid Finnish
def is_valid_finnish(word):
    analyses = uralicApi.analyze(word, "fin")
    return len(analyses) > 0

# Get lemma (base form)
def get_lemma(word):
    analyses = uralicApi.analyze(word, "fin")
    if analyses:
        return analyses[0][0]  # First analysis, lemma
    return word

Option 2: libvoikko (Python)

# pip install libvoikko
import libvoikko

voikko = libvoikko.Voikko("fi")

def is_valid_finnish(word):
    return voikko.spell(word)

def analyze_word(word):
    return voikko.analyze(word)

def get_suggestions(word):
    if not voikko.spell(word):
        return voikko.suggest(word)
    return []

Option 3: API-based (no local install)

// Use Edge Function to call external API
async function validateFinnish(word: string) {
  const response = await fetch(
    `https://api.kielitoimistonsanakirja.fi/api/search?word=${encodeURIComponent(word)}`
  );
  return response.ok;
}

Validation Script

See scripts/validate_finnish.py for batch validation of topic translations.

Bulk Operations

Export for Translation

-- Export untranslated topics to CSV format
SELECT
  slug,
  name_en,
  COALESCE(name_fi, '') as name_fi,
  COALESCE(slug_fi, '') as slug_fi,
  is_core
FROM bible_schema.topical_topics
WHERE name_fi IS NULL OR qa_status = 'unchecked'
ORDER BY is_core DESC, name_en;

Import Translations

-- Create temp table
CREATE TEMP TABLE topic_import (
  slug TEXT,
  name_fi TEXT,
  slug_fi TEXT
);

-- Import (via \copy or Supabase)
-- Update topics
UPDATE bible_schema.topical_topics t
SET
  name_fi = i.name_fi,
  slug_fi = i.slug_fi,
  qa_status = 'ok'
FROM topic_import i
WHERE t.slug = i.slug;

Mark Topics as Reviewed

-- Mark single topic
UPDATE bible_schema.topical_topics
SET qa_status = 'ok'
WHERE id = 'uuid';

-- Batch mark by criteria
UPDATE bible_schema.topical_topics
SET qa_status = 'ok'
WHERE qa_status = 'unchecked'
AND name_fi IS NOT NULL
AND LENGTH(name_fi) > 2;

Relation Types

| Type | Direction | Use Case | |------|-----------|----------| | related | One-way | Topic A relates to B | | opposite | Bidirectional | Antonyms (e.g., good ↔ evil) | | synonym | Bidirectional | Same concept, different name | | broader | Uses parent_id | Hierarchy (parent topic) | | narrower | Reverse of parent_id | Hierarchy (child topics) |

QA Workflow

Query unchecked topics - Start with high-value (is_core=true)
Validate Finnish - Use Voikko/UralicNLP to check spelling
Review translation - Ensure theological accuracy
Check relations - Verify related/opposite links make sense
Mark as reviewed - Set qa_status='ok'

Integration with Other Skills

| Task | Delegate To | |------|-------------| | Schema changes | supabase-migration-writer | | Admin UI changes | admin-panel-builder | | Bulk CSV operations | translation-sync | | AI-assisted translations | ai-prompt-manager | | Finding topic code | code-wizard |

TypeScript API

Key functions in apps/raamattu-nyt/src/lib/topicEditorUtils.ts:

fetchTopicById(id) - Get topic details
updateTopic(id, updates, token) - Update topic
createAlias(topicId, alias, lang, type, token) - Add alias
createRelation(source, target, type, token) - Create relation
setTopicParent(topicId, parentId, token) - Set hierarchy
searchSimilarTopics(query, excludeId) - Find duplicates
mergeTopicAsSynonym(primary, duplicate, token) - Merge topics

Agent Skills: Topic Manager

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