landscape-survey
$
npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/landscape-surveyMaps technology domains using patent assignee rankings and classification trends
- Identifies key players and filing trends in a technology domain
- Uses patent databases and web search APIs to gather data
- Analyzes IPC/CPC classifications and assignee activity to build a landscape
- Delivers a structured overview of the domain with assignee and classification insights
SKILL.md
.github/skills/landscape-surveyView on GitHub ↗
--- name: landscape-survey description: Patent landscape full-scan — maps technology domain via assignee ranking, IPC/CPC classification, filing trends. Budget: 200 patent families, 0 claim parses, 80 web searches. execution: strategy used-by: patent-mining --- # Landscape Survey Full-scan patent landscape analysis. Maps the technology domain by identifying key assignees, classifying by IPC/CPC taxonomy, and analyzing filing trends over time. ## Purpose Produce a comprehensive patent landscape map for a given technology domain, answering: Who are the key players? What are the main technology branches? How is filing activity trending? ## Budget | Metric | Target | |--------|--------| | Patent families analyzed | 200 | | Claim parses | 0 | | Web searches completed | 80 | ## State Ledger | Metric | Target | Current | % | |--------|--------|---------|---| | Patent families analyzed | 200 | 0 | 0% | | Web searches completed | 80 | 0 | 0% | | Assignees identified | — | 0 | — | | IPC/CPC classes mapped | — | 0 | — | **HARD-GATE**: Cannot exit iteration loop until 80% of patent families (160) and web searches (64) budget met. ## Available Tactics | Tactic | When to Use | |--------|-------------| | patent-family-tracing | Expand from seed patents to full family coverage | | classification-navigation | Drill into IPC/CPC hierarchy to find all relevant subclasses | ## Available SOPs | SOP | Role in This Strategy | |-----|----------------------| | patent-query-formulation | Generate initial search queries for the domain | | patent-categorization | Classify discovered patents into technology sub-domains | | assignee-normalization | Standardize assignee names across patent offices | | trend-analysis | Analyze filing volume time-series and lifecycle curves | | quality-scoring | Rank patent families by quality metrics | | saturation-detection | Check if landscape scan has converged | | patent-synthesis | Produce final landscape report | ## Execution Guidance 1. **Query formulation** — Use `patent-query-formulation` to generate keyword + IPC/CPC + assignee search strategies 2. **Broad search** — Execute web searches across patent databases (Google Patents, Espacenet, USPTO) 3. **Family tracing** — Use `patent-family-tracing` tactic to expand from top results 4. **Classification drill** — Use `classification-navigation` tactic to find related technology branches 5. **Categorization** — Classify all found patents using `patent-categorization` 6. **Assignee normalization** — Standardize names with `assignee-normalization` 7. **Trend analysis** — Run `trend-analysis` on the full dataset 8. **Saturation check** — Use `saturation-detection` to confirm convergence 9. **Synthesis** — Produce final report with `patent-synthesis` ## Output Format ```markdown # Patent Landscape Report: [Technology Domain] ## Executive Summary [Key findings in 3-5 bullets] ## Top Assignees (ranked by family count) | Rank | Assignee | Families | Key IPC Classes | |------|----------|----------|-----------------| ## Technology Classification Map [IPC/CPC hierarchy with patent counts per node] ## Filing Trends [Time-series data: year, total filings, top assignee filings] ## Technology Clusters [Grouped by application domain / technology branch] ## Appendix: Full Patent Family List [Structured table of all 200 families] ```