tarkov-data-patterns

Tarkov Data Query Patterns

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Install skill "tarkov-data-patterns" with this command: npx skills add tarkovtracker-org/tarkovtracker/tarkovtracker-org-tarkovtracker-tarkov-data-patterns

Tarkov Data Query Patterns

CRITICAL: No Speculation or Editorializing

NEVER speculate, guess, infer, or make value judgments about game items/mechanics.

Forbidden patterns:

  • ❌ "The two halves can likely be combined..."

  • ❌ "This item is probably used for..."

  • ❌ "These appear to be joke/troll items"

  • ❌ "This is a way to throw away money"

  • ❌ "Verdict: [any editorial conclusion]"

  • ❌ Any value judgment about items being "useless", "worthless", "bad", etc.

Required patterns:

  • ✅ Only state facts directly from the API response

  • ✅ If data is missing: "The API doesn't show uses for this item. Data may be incomplete."

  • ✅ If no crafts/tasks found: "No crafts or tasks found in the API data. Check in-game or wiki for current uses."

  • ✅ Acknowledge data limitations: "This information may not reflect recent game updates."

Remember: Missing data ≠ feature doesn't exist. The API may be incomplete.

Data Sources

Source Best For Tools

tarkov.dev Stats, numbers, structured data search_items, get_item, get_tasks, get_boss, get_ammo

eft-wiki Lore, tactics, guides, narrative search_wiki, get_wiki_page, get_wiki_section

Response Modes

All tools accept mode parameter:

  • concise (default): Paginated, essential fields, bounded output

  • full: All data, all fields, complete details

Use concise for:

  • Discord bots, public interfaces

  • Initial searches before drilling down

  • Lists and overviews

Use full for:

  • Development and research

  • Single-item deep dives

  • When user explicitly wants everything

Common Patterns

Finding Items

search_items(query="bitcoin") # Find by name get_item(id="physical-bitcoin") # Get full details get_items_by_category(category="keys") # Browse category

Task Research

get_tasks(trader="Prapor") # All tasks from trader get_tasks(map="Customs") # Tasks on specific map get_task(id="Delivery from the Past") # Single task details

Ammo Comparison

get_ammo(caliber="7.62x39mm") # All ammo for caliber

Then compare penetration vs damage trade-offs

Boss Intel

get_boss(name="Killa") # Stats, health, gear get_wiki_section("Killa", "Tactics") # Fight strategies

Pagination

get_items_by_category(category="weapon", limit=10, offset=0) # First 10 get_items_by_category(category="weapon", limit=10, offset=10) # Next 10

Data Relationships

Items ←→ Tasks (required for / rewarded by) Items ←→ Hideout (crafts, upgrades) Items ←→ Barters (trade requirements) Tasks ←→ Traders (quest givers) Tasks ←→ Maps (where objectives are) Bosses ←→ Maps (spawn locations)

Query Optimization

  • Start narrow: Use specific IDs/names before broad searches

  • Use filters: trader, map, caliber reduce result sets

  • Paginate early: Use limit/offset in concise mode

  • Cache results: Don't re-query same data in one session

Error Handling

  • Item not found → Try search_items with partial name

  • Boss not found → API returns list of valid boss names

  • Wiki section missing → Response includes available sections

Caliber Formats

Common caliber strings for get_ammo :

  • 5.45x39mm , 5.56x45mm , 7.62x39mm , 7.62x51mm

  • 9x19mm , 9x18mm , 9x21mm

  • 12.7x55mm , .338 Lapua Magnum , .300 Blackout

Category Names

Common categories for get_items_by_category :

  • Weapons: assault-rifle , smg , pistol , shotgun , sniper-rifle

  • Gear: armor , helmet , rig , backpack

  • Items: keys , medical , provisions , barter

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