thinkingaiagenticengine/scenario-skills

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ad-delivery-analysis Comprehensive ad campaign performance analysis covering channel efficiency, conversion funnels, attribution analysis,…

thinkingaiagenticengine/scenario-skills

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analysis-scope-alignment Aligns and explains analytical scope for dashboards, reports, queries, SQL, tags, cohorts, virtual attributes, dimens…

thinkingaiagenticengine/scenario-skills

8

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channel-quality-analysis Analyzes game channel effectiveness through multi-dimensional metrics including CPI, retention, payment, LTV, and ROI…

thinkingaiagenticengine/scenario-skills

8

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funnel-misconceptions Diagnoses funnel counting rules, explains common pitfalls, and helps troubleshoot funnel or conversion rate anomalies…

thinkingaiagenticengine/scenario-skills

8

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game-economy-balance Diagnose confirmed or suspected game economy imbalance from macro production-consumption ratio to micro source-point …

thinkingaiagenticengine/scenario-skills

8

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generate-sql Write Trino SQL statements based on requirements and system data specifications. Triggered only under the following c…

thinkingaiagenticengine/scenario-skills

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repeat-purchase-analysis Analyzes repeat purchase behavior applicable to game subscriptions, short drama memberships, tool app subscriptions, …

thinkingaiagenticengine/scenario-skills

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system-field-reference Help users reference system preset fields in the frontend analysis models of the AE. System fields are visible in SQL…

thinkingaiagenticengine/scenario-skills

8

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community-analyzing-theme-comment Perform deep analysis of a topic’s comment section and generate a structured analytical report. Use this skill when u…

thinkingaiagenticengine/scenario-skills

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community-hottopic-insight Generates a structured topic analysis report including executive summary, public-sentiment overview and timeline, key…

thinkingaiagenticengine/scenario-skills

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community-ops-report Generates community operations sentiment reports in two modes — a concise daily flash report (day-over-day, T-1 vs T-…

thinkingaiagenticengine/scenario-skills

7

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dashboard-no-data-troubleshooting Performs minimal investigation of dashboards showing no data, all zeros, or abnormal drops — checking dashboard confi…

thinkingaiagenticengine/scenario-skills

7

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first-purchase-analysis Analyzes first purchase conversion rate through funnel analysis, channel segmentation, user tier analysis, and activi…

thinkingaiagenticengine/scenario-skills

7

14

game-activity-evaluation Analyzes game activity effectiveness through user growth, retention, payment behavior, and ROI metrics with actionabl…

thinkingaiagenticengine/scenario-skills

7

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gift-pack-penetration-analysis Analyzes gift pack penetration rate through funnel analysis, user tier segmentation, and scenario-based timing strate…

thinkingaiagenticengine/scenario-skills

7

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gift-push-strategy Helps create behavior-triggered and scenario-based gift pack push strategies for numeric progression games, providing…

thinkingaiagenticengine/scenario-skills

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level-churn-analyzer Diagnose game level churn by identifying chokepoint levels, analyzing root causes, and providing actionable optimizat…

thinkingaiagenticengine/scenario-skills

7

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ltv-analysis Analyzes LTV and provides optimization strategies covering LTV calculation methodology, monitoring dashboard setup, c…

thinkingaiagenticengine/scenario-skills

7

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ltv-prediction Predict internet product user lifetime value (LTV) and lifecycle (LT) from retention and revenue data. Use when the u…

thinkingaiagenticengine/scenario-skills

7

20

new-hero-insight Analyzes new hero/card launch impact including acquisition rate, gacha cost, payment impact, progression depth, battl…

thinkingaiagenticengine/scenario-skills

7

21

payment-attribution-analysis Diagnoses payment rate anomalies and attributes payment changes to root causes by breaking down payment drivers (Reve…

thinkingaiagenticengine/scenario-skills

7

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payment-funnel-analysis Analyzes payment conversion funnels covering funnel setup, event tracking configuration, conversion data analysis, an…

thinkingaiagenticengine/scenario-skills

7

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pricing-evaluation Evaluates product pricing rationality through conversion rate analysis, competitive price comparison, user willingnes…

thinkingaiagenticengine/scenario-skills

7

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pvp-winrate-analyzer Analyze how PVP win rate relates to retention, payment, and player progression in games. Use for win-rate distributio…

thinkingaiagenticengine/scenario-skills

7

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revenue-forecast-model-cli Forecasts game revenue using real DAU/DNU/ARPU/retention data queried via ae-cli, with a Python engine supporting for…

thinkingaiagenticengine/scenario-skills

7

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single-user-inspector Queries individual user profiles, tracks behavior events, analyzes payment history, monitors game progress, and diagn…

thinkingaiagenticengine/scenario-skills

7

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user-tag-system-designer Designs hierarchical user tag systems based on actual tracking data, automatically identifying industry categories an…

thinkingaiagenticengine/scenario-skills

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ae-freeze-inactive-dashboards Automatically identifies and freezes inactive dashboards with no visits in the past 30/60/90 days (configurable) usin…

thinkingaiagenticengine/scenario-skills

6

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ae-kb-discovery Discover and read AE/TE/ThinkingEngine knowledge bases accessible to the current user through read-only operations. U…

thinkingaiagenticengine/scenario-skills

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churn-define Establishes churned user filtering conditions and segmentation assets. Use when users explicitly ask to define churne…

thinkingaiagenticengine/scenario-skills

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data-inconsistency-debug Performs step-by-step comparison across analysis models, definitions, time dimensions, filter conditions, and system …

thinkingaiagenticengine/scenario-skills

6

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data-integration-assistant Helps troubleshoot ThinkingData SDK setup, event reporting, data pipeline configuration, and data quality problems du…

thinkingaiagenticengine/scenario-skills

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device-performance-analysis Diagnoses APP performance issues by automatically matching core performance analysis fields from TE system tables, co…

thinkingaiagenticengine/scenario-skills

6

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drama-retention-analyzer Decomposes short drama retention through a 5-layer funnel (traffic acquisition, opening hook, plot viewing, payment c…

thinkingaiagenticengine/scenario-skills

6

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filter-result-deviation-troubleshooting Investigates filter result deviations layer by layer based on report definition, time, dedup, properties, and detail …

thinkingaiagenticengine/scenario-skills

6

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journey-intent-parser Parses natural language descriptions of ThinkingData journey canvas into structured intent JSON for downstream node o…

thinkingaiagenticengine/scenario-skills

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mcp-trino Inspect Trino metadata, table schemas, query plans, EXPLAIN ANALYZE output, and existing query records through the mc…

thinkingaiagenticengine/scenario-skills

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retention-verification Verifies retention data, diagnoses discrepancies between retention and event analysis, and explains retention statist…

thinkingaiagenticengine/scenario-skills

6

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sql-performance-optimizer Identifies slow SQL queries, unreasonable indexes, and inefficient writing patterns, providing actionable rewrite sol…

thinkingaiagenticengine/scenario-skills

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te-model-selector Recommend the most suitable AE (AgenticEngine) analysis model from 12 models and generate its configuration. Use when…

thinkingaiagenticengine/scenario-skills

6

41

te-user-id-debug Diagnoses user fragmentation caused by multi-platform reporting (client-side + server-side), detects Account ID/Disti…

thinkingaiagenticengine/scenario-skills

6

42

ae-risk-monitoring Trigger when game operations, risk, or data teams need external monitoring over AE/TE event data for account bursts, …

thinkingaiagenticengine/scenario-skills

2

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drama-quality-assessment Quantitatively scores a single short drama across nine quality dimensions (first-episode appeal, completion quality, …

thinkingaiagenticengine/scenario-skills

2

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game-economy-inspection Proactive game economy ecology health inspection using the 'slow variable + cross-domain correlation' methodology. In…

thinkingaiagenticengine/scenario-skills

2

45

game-testing-first-day-report Generate a first-day game testing report from TE data, covering acquisition, monetization, progression, and data qual…

thinkingaiagenticengine/scenario-skills

2

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propensity-score-matching Trigger when game operations, marketing, product, or data teams need to estimate the incremental effect of a non-rand…

thinkingaiagenticengine/scenario-skills

2

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puzzle-iaa-analytics

thinkingaiagenticengine/scenario-skills

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rate-change-significance Analyze whether a binary rate differs significantly and meaningfully between two periods, versions, cohorts, groups, …

thinkingaiagenticengine/scenario-skills

2

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rfm-segmentation Build end-to-end RFM user segmentation on real AE/TE transaction data: resolve the person-level analysis entity, defi…

thinkingaiagenticengine/scenario-skills

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ae-feishu-data-permission-sync Trigger when a Feishu spreadsheet defines account-to-platform data permissions that must be compared with, added to, …

thinkingaiagenticengine/scenario-skills

1