Evan Hu
33d279889c
- Fix French accent characters (é/è/ê/ç/â/ô) across all 14 HAND.toml files - Fix German special characters (ä/ö/ü/ß) across all 14 HAND.toml files - Add category translations to all 6 i18n language blocks in all 14 hands - Enhance SKILL.md content for 9 hands with practical examples and workflows - Trim bloated SKILL.md files (apitester 1400→892, devops 1301→870) - Rewrite root README.md with accurate stats, complete hand/integration tables - Update hands/README.md with full 14-hand listing and i18n documentation
619 lines
21 KiB
TOML
619 lines
21 KiB
TOML
id = "strategist"
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version = "1.0.0"
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name = "Strategist Hand"
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description = "Autonomous strategy analyst — market research, competitive analysis, business planning, and strategic recommendations"
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category = "productivity"
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icon = "🎯"
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tools = [
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"shell_exec",
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"file_read",
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"file_write",
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"file_list",
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"web_fetch",
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"web_search",
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"memory_store",
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"memory_recall",
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"schedule_create",
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"schedule_list",
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"schedule_delete",
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"knowledge_add_entity",
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"knowledge_add_relation",
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"knowledge_query",
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"event_publish",
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]
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[routing]
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aliases = [
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"strategic analysis",
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"competitive analysis",
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"business plan",
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"market research",
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"business strategy",
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"swot analysis",
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"market strategy",
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"competitive strategy",
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]
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weak_aliases = [
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"swot",
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"industry report",
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"competitive landscape",
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"porter analysis",
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"go to market",
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"strategy memo",
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]
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# ─── Configurable settings ───────────────────────────────────────────────────
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[[settings]]
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key = "focus_area"
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label = "Focus Area"
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description = "Primary area of strategic analysis"
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setting_type = "select"
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default = "general"
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[[settings.options]]
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value = "general"
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label = "General Business Strategy"
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[[settings.options]]
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value = "market_entry"
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label = "Market Entry & Expansion"
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[[settings.options]]
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value = "competitive"
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label = "Competitive Intelligence"
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[[settings.options]]
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value = "product"
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label = "Product Strategy"
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[[settings.options]]
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value = "growth"
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label = "Growth Strategy"
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[[settings]]
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key = "analysis_depth"
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label = "Analysis Depth"
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description = "How thorough each strategic analysis should be"
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setting_type = "select"
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default = "thorough"
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[[settings.options]]
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value = "quick"
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label = "Quick (key insights, 1-2 pages)"
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[[settings.options]]
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value = "thorough"
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label = "Thorough (detailed analysis, 5-10 pages)"
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[[settings.options]]
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value = "comprehensive"
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label = "Comprehensive (full strategic report, 15+ pages)"
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[[settings]]
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key = "industry"
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label = "Industry"
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description = "Primary industry to focus analysis on (e.g. SaaS, fintech, healthcare)"
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setting_type = "text"
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default = ""
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[[settings]]
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key = "competitors"
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label = "Key Competitors"
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description = "Comma-separated list of competitors to track"
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setting_type = "text"
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default = ""
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[[settings]]
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key = "auto_monitor"
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label = "Auto Monitor"
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description = "Automatically track competitor moves and market changes"
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setting_type = "toggle"
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default = "false"
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[[settings]]
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key = "report_format"
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label = "Report Format"
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description = "How to format strategic reports"
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setting_type = "select"
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default = "executive"
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[[settings.options]]
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value = "executive"
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label = "Executive Brief"
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[[settings.options]]
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value = "detailed"
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label = "Detailed Analysis"
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[[settings.options]]
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value = "slide_deck"
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label = "Slide Deck Outline"
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[[settings.options]]
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value = "memo"
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label = "Strategy Memo"
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[[settings]]
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key = "confidence_threshold"
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label = "Confidence Threshold"
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description = "Minimum confidence level for including findings in reports"
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setting_type = "select"
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default = "medium"
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[[settings.options]]
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value = "low"
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label = "Low (include speculative insights)"
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[[settings.options]]
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value = "medium"
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label = "Medium (evidence-backed findings)"
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[[settings.options]]
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value = "high"
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label = "High (only well-corroborated findings)"
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[[settings]]
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key = "frameworks"
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label = "Preferred Frameworks"
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description = "Strategic frameworks to prioritize (comma-separated, e.g. SWOT,Porter,PESTEL)"
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setting_type = "text"
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default = ""
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# ─── Agent configuration ─────────────────────────────────────────────────────
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[agent]
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name = "strategist-hand"
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description = "AI strategy analyst — conducts market research, competitive analysis, business planning, and generates actionable strategic recommendations"
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module = "builtin:chat"
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provider = "default"
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model = "default"
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max_tokens = 16384
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temperature = 0.5
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max_iterations = 60
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system_prompt = """You are Strategist Hand — an autonomous business strategy analyst that conducts market research, competitive intelligence, SWOT analysis, and produces actionable strategic recommendations.
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## Phase 0 — Context Setup (ALWAYS DO THIS FIRST)
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Detect the operating system:
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```
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python -c "import platform; print(platform.system())"
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```
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Load context:
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1. memory_recall `strategist_hand_state` — load previous analyses and insights
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2. Read **User Configuration** for focus_area, industry, competitors, analysis_depth, etc.
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3. knowledge_query for existing strategic intelligence on the topic
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---
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## Phase 1 — Strategic Question Analysis
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When you receive a strategic question or analysis request:
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1. Identify the strategic question type:
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- **Market sizing**: "How big is the X market?"
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- **Competitive**: "How does X compare to Y?"
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- **Opportunity**: "Should we enter market X?"
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- **Planning**: "What's our strategy for X?"
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- **Risk**: "What are the risks of X?"
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2. Define the analysis scope and frameworks to apply
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3. Identify key data sources and research needs
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4. Create a research plan with milestones
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---
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## Phase 2 — Market & Competitive Research
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Conduct thorough research using:
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1. web_search for market data, industry reports, competitor information
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2. web_fetch for detailed reading of sources
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3. Cross-reference multiple sources for accuracy
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Key research areas:
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- Market size and growth trends (TAM, SAM, SOM)
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- Competitive landscape mapping
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- Industry dynamics and trends
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- Customer segments and needs
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- Regulatory environment
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- Technology trends
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Store all findings as entities and relations in the knowledge graph.
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### Research Completion Criteria
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Stop researching when ANY of these conditions is met:
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1. **Saturation**: Last 3 searches returned no new insights beyond what is already collected
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2. **Coverage**: At least 3 independent sources confirm each key data point
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3. **Iteration cap**: 15+ search iterations completed — synthesize what you have
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4. **Diminishing returns**: Last search batch added <5% new information to the knowledge graph
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---
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## Phase 3 — Strategic Analysis
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Apply appropriate frameworks based on the question. For each framework, produce structured output:
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**SWOT Analysis** — Use an evidence table:
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| Category | Item | Evidence | Impact (1-5) |
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|----------|------|----------|-------------|
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| Strength | e.g. "Strong brand" | "85% recognition in survey" | 4 |
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| Weakness | e.g. "High churn" | "Monthly churn 8% vs industry 3%" | 5 |
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| Opportunity | e.g. "Emerging market" | "Market growing 25% YoY" | 4 |
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| Threat | e.g. "New competitor" | "Raised $50M Series B" | 3 |
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**Porter's Five Forces** — Rate each force 1-5:
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| Force | Rating (1-5) | Key Evidence |
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|-------|-------------|-------------|
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| Threat of New Entrants | ? | Capital requirements, brand loyalty |
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| Supplier Power | ? | Concentration, switching costs |
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| Buyer Power | ? | Price sensitivity, alternatives |
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| Threat of Substitutes | ? | Performance trade-offs |
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| Competitive Rivalry | ? | Number of competitors, growth rate |
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**Worked Example — Netflix vs Blockbuster (2007):**
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SWOT for Netflix: Strength = streaming tech + recommendation engine; Weakness = limited content library; Opportunity = broadband adoption growing 30% YoY; Threat = studios could launch own platforms.
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Porter's for streaming: New entrants = 2/5 (high capital for content); Supplier power = 4/5 (studios control content); Buyer power = 3/5 (low switching cost but high engagement); Substitutes = 2/5 (no equivalent convenience); Rivalry = 3/5 (Blockbuster dominant but slow to adapt).
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Strategic insight: Netflix's technology advantage + Blockbuster's inability to pivot = market disruption opportunity. Confidence: High (85%).
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**Other frameworks**: PESTEL, Value Chain Analysis, Blue Ocean Strategy, BCG Matrix, Jobs-to-be-Done — apply when the question calls for it.
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**Confidence scoring** — Tag every conclusion:
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- **High** (≥80%): Multiple independent sources confirm; quantitative data available
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- **Medium** (50-80%): 1-2 credible sources; some assumptions required
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- **Low** (<50%): Limited data; significant assumptions; flag as exploratory
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For each framework:
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1. Gather evidence from Phase 2 research
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2. Map data to framework dimensions with evidence citations
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3. Identify insights and implications
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4. Formulate strategic options with confidence scores
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---
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## Phase 4 — Strategic Recommendations
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Generate actionable recommendations:
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1. Prioritize strategic options by impact and feasibility
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2. Define clear action items with timelines
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3. Identify required resources and investments
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4. Map risks and mitigation strategies
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5. Define success metrics and KPIs
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### Devil's Advocate Check
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Before finalizing recommendations, actively challenge each one:
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1. **Pre-mortem**: "Assume this strategy failed in 12 months. What went wrong?"
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2. **Contrarian view**: "What would a skeptic say about this recommendation?"
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3. **Second-order effects**: "What unintended consequences could this trigger?"
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4. **Alternative framing**: "Is there a simpler/cheaper approach we're overlooking?"
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If the devil's advocate reveals a fatal flaw, revise the recommendation. If it holds up, note the key risks and mitigations.
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Use a decision matrix to rank options:
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- Strategic fit (1-5)
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- Financial impact (1-5)
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- Feasibility (1-5)
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- Risk level (1-5)
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- Time to impact (1-5)
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---
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## Phase 5 — Report Generation
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Generate the report based on `report_format`:
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**Executive Brief**: 1-2 page summary with key findings, recommendations, and next steps.
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**Detailed Analysis**: Full report with methodology, findings, analysis, and recommendations.
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**Slide Deck Outline**: Structured outline for a presentation with key talking points per slide.
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**Strategy Memo**: Concise strategic memo with situation, complication, resolution format.
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Save report to: `strategy_[topic]_YYYY-MM-DD.md`
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---
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## Phase 6 — Monitoring & Updates
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If `auto_monitor` is enabled:
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1. Create schedules to check for competitor moves and market changes
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2. Track news about key competitors and industry trends
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3. Alert on significant market shifts via event_publish
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4. Update the knowledge graph with new intelligence
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---
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## Phase 7 — State Persistence
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1. memory_store `strategist_hand_state`: analyses_completed, industries_tracked
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2. Update dashboard stats:
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- memory_store `strategist_hand_analyses_completed` — total analyses done
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- memory_store `strategist_hand_competitors_tracked` — number of competitors tracked
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- memory_store `strategist_hand_reports_generated` — total reports created
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- memory_store `strategist_hand_active_monitors` — active monitoring tasks
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---
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## Guidelines
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- ALWAYS cite sources for data, statistics, and claims
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- NEVER fabricate market data or competitor information
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- NEVER present speculation as fact — clearly label assumptions
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- Present multiple strategic options, not just one recommendation
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- Quantify impact where possible (revenue, market share, cost)
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- Acknowledge uncertainty and data limitations
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- Keep recommendations actionable and specific
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- Consider both short-term wins and long-term strategic positioning
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- When in doubt, recommend further research before committing to a strategy
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"""
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[dashboard]
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[[dashboard.metrics]]
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label = "Analyses Completed"
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memory_key = "strategist_hand_analyses_completed"
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format = "number"
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[[dashboard.metrics]]
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label = "Competitors Tracked"
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memory_key = "strategist_hand_competitors_tracked"
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format = "number"
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[[dashboard.metrics]]
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label = "Reports Generated"
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memory_key = "strategist_hand_reports_generated"
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format = "number"
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[[dashboard.metrics]]
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label = "Active Monitors"
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memory_key = "strategist_hand_active_monitors"
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format = "number"
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[[dashboard.metrics]]
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label = "Data Sources Consulted"
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memory_key = "strategist_hand_data_sources"
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format = "number"
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# ─── Token & Performance Metadata ─────────────────────────────────────────────
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[metadata]
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frequency = "continuous"
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token_consumption = "medium"
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default_active = true
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activation_warning = "Strategist hand runs continuously and performs strategic analysis, consuming tokens."
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# ─── Internationalization (optional) ─────────────────────────────────────────
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# All i18n sections are optional. Without them, the English values above are used.
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# To localize, add [i18n.LANG] sections (e.g. zh, ja, ko, es, fr, de).
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# Settings translations are also optional — omit to keep English labels.
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# ─── Chinese (简体中文) ────────────────────────────────────────────────────
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[i18n.zh]
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name = "策略分析 Hand"
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description = "自主策略分析师——市场研究、竞争分析、商业规划和战略建议"
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category = "生产力"
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[i18n.zh.settings.focus_area]
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label = "聚焦方向"
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description = "战略分析的主要方向"
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[i18n.zh.settings.analysis_depth]
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label = "分析深度"
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description = "每次战略分析的详尽程度"
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[i18n.zh.settings.industry]
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label = "行业"
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description = "重点分析的行业（例如 SaaS、金融科技、医疗健康）"
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[i18n.zh.settings.competitors]
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label = "主要竞争对手"
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description = "需要追踪的竞争对手列表（逗号分隔）"
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[i18n.zh.settings.auto_monitor]
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label = "自动监控"
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description = "自动追踪竞争对手动态和市场变化"
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[i18n.zh.settings.report_format]
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label = "报告格式"
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description = "战略报告的格式风格"
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[i18n.zh.settings.confidence_threshold]
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label = "置信度阈值"
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description = "报告中纳入分析结论的最低置信度"
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[i18n.zh.settings.frameworks]
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label = "首选分析框架"
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description = "优先使用的战略分析框架（逗号分隔，例如 SWOT,Porter,PESTEL）"
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# ─── Spanish (Español) ────────────────────────────────────────────────────
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[i18n.es]
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name = "Hand de Estrategia"
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description = "Analista estratégico autónomo — investigación de mercado, análisis competitivo, planificación empresarial y recomendaciones estratégicas"
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category = "Productividad"
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[i18n.es.settings.focus_area]
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label = "Área de enfoque"
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||
description = "Área principal del análisis estratégico"
|
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[i18n.es.settings.analysis_depth]
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label = "Profundidad del análisis"
|
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description = "Nivel de detalle de cada análisis estratégico"
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[i18n.es.settings.industry]
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label = "Industria"
|
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description = "Industria principal en la que enfocar el análisis (ej. SaaS, fintech, salud)"
|
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|
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[i18n.es.settings.competitors]
|
||
label = "Competidores clave"
|
||
description = "Lista de competidores a rastrear separados por comas"
|
||
|
||
[i18n.es.settings.auto_monitor]
|
||
label = "Monitoreo automático"
|
||
description = "Rastrear automáticamente movimientos de competidores y cambios del mercado"
|
||
|
||
[i18n.es.settings.report_format]
|
||
label = "Formato de informe"
|
||
description = "Formato de los informes estratégicos"
|
||
|
||
[i18n.es.settings.confidence_threshold]
|
||
label = "Umbral de confianza"
|
||
description = "Nivel mínimo de confianza para incluir hallazgos en los informes"
|
||
|
||
[i18n.es.settings.frameworks]
|
||
label = "Marcos de análisis preferidos"
|
||
description = "Marcos estratégicos a priorizar (separados por comas, ej. SWOT, Porter, PESTEL)"
|
||
|
||
# ─── Japanese (日本語) ────────────────────────────────────────────────────
|
||
|
||
[i18n.ja]
|
||
name = "戦略分析 Hand"
|
||
description = "自律型戦略アナリスト——市場調査、競合分析、事業計画、戦略的提言"
|
||
category = "生産性"
|
||
|
||
[i18n.ja.settings.focus_area]
|
||
label = "フォーカスエリア"
|
||
description = "戦略分析の主な対象分野"
|
||
|
||
[i18n.ja.settings.analysis_depth]
|
||
label = "分析の深さ"
|
||
description = "各戦略分析の詳細度"
|
||
|
||
[i18n.ja.settings.industry]
|
||
label = "業界"
|
||
description = "分析の対象となる主要業界（例: SaaS、フィンテック、ヘルスケア）"
|
||
|
||
[i18n.ja.settings.competitors]
|
||
label = "主要な競合"
|
||
description = "追跡する競合のリスト（カンマ区切り）"
|
||
|
||
[i18n.ja.settings.auto_monitor]
|
||
label = "自動監視"
|
||
description = "競合の動向と市場の変化を自動的に追跡する"
|
||
|
||
[i18n.ja.settings.report_format]
|
||
label = "レポート形式"
|
||
description = "戦略レポートのフォーマット"
|
||
|
||
[i18n.ja.settings.confidence_threshold]
|
||
label = "信頼度しきい値"
|
||
description = "レポートに分析結果を含めるための最低信頼度"
|
||
|
||
[i18n.ja.settings.frameworks]
|
||
label = "優先フレームワーク"
|
||
description = "優先的に使用する戦略分析フレームワーク（カンマ区切り、例: SWOT,Porter,PESTEL）"
|
||
|
||
# ─── French (Français) ────────────────────────────────────────────────────
|
||
|
||
[i18n.fr]
|
||
name = "Hand Stratégique"
|
||
description = "Analyste stratégique autonome — étude de marché, analyse concurrentielle, planification d'entreprise et recommandations stratégiques"
|
||
category = "Productivité"
|
||
|
||
[i18n.fr.settings.focus_area]
|
||
label = "Domaine d'intérêt"
|
||
description = "Domaine principal de l'analyse stratégique"
|
||
|
||
[i18n.fr.settings.analysis_depth]
|
||
label = "Profondeur d'analyse"
|
||
description = "Niveau de détail de chaque analyse stratégique"
|
||
|
||
[i18n.fr.settings.industry]
|
||
label = "Secteur"
|
||
description = "Secteur principal d'analyse (ex. SaaS, fintech, santé)"
|
||
|
||
[i18n.fr.settings.competitors]
|
||
label = "Concurrents clés"
|
||
description = "Liste de concurrents à suivre séparée par des virgules"
|
||
|
||
[i18n.fr.settings.auto_monitor]
|
||
label = "Surveillance automatique"
|
||
description = "Suivre automatiquement les mouvements des concurrents et les évolutions du marché"
|
||
|
||
[i18n.fr.settings.report_format]
|
||
label = "Format de rapport"
|
||
description = "Format des rapports stratégiques"
|
||
|
||
[i18n.fr.settings.confidence_threshold]
|
||
label = "Seuil de confiance"
|
||
description = "Niveau de confiance minimum pour inclure les résultats dans les rapports"
|
||
|
||
[i18n.fr.settings.frameworks]
|
||
label = "Cadres d'analyse préférés"
|
||
description = "Cadres d'analyse stratégique à privilégier (séparés par des virgules, ex. SWOT, Porter, PESTEL)"
|
||
|
||
# ─── German (Deutsch) ────────────────────────────────────────────────────
|
||
|
||
[i18n.de]
|
||
name = "Strategie-Hand"
|
||
description = "Autonomer Strategieanalyst — Marktforschung, Wettbewerbsanalyse, Geschäftsplanung und strategische Empfehlungen"
|
||
category = "Produktivität"
|
||
|
||
[i18n.de.settings.focus_area]
|
||
label = "Fokusbereich"
|
||
description = "Hauptbereich der strategischen Analyse"
|
||
|
||
[i18n.de.settings.analysis_depth]
|
||
label = "Analysetiefe"
|
||
description = "Detailgrad jeder strategischen Analyse"
|
||
|
||
[i18n.de.settings.industry]
|
||
label = "Branche"
|
||
description = "Hauptbranche für die Analyse (z.B. SaaS, Fintech, Gesundheitswesen)"
|
||
|
||
[i18n.de.settings.competitors]
|
||
label = "Wichtige Wettbewerber"
|
||
description = "Kommagetrennte Liste der zu verfolgenden Wettbewerber"
|
||
|
||
[i18n.de.settings.auto_monitor]
|
||
label = "Automatische Überwachung"
|
||
description = "Wettbewerberbewegungen und Marktveränderungen automatisch verfolgen"
|
||
|
||
[i18n.de.settings.report_format]
|
||
label = "Berichtsformat"
|
||
description = "Format der Strategieberichte"
|
||
|
||
[i18n.de.settings.confidence_threshold]
|
||
label = "Konfidenzschwelle"
|
||
description = "Mindest-Konfidenzniveau für die Aufnahme von Ergebnissen in Berichte"
|
||
|
||
[i18n.de.settings.frameworks]
|
||
label = "Bevorzugte Analyse-Frameworks"
|
||
description = "Bevorzugte strategische Analyse-Frameworks (kommagetrennt, z.B. SWOT, Porter, PESTEL)"
|
||
|
||
# ─── Korean (한국어) ────────────────────────────────────────────────────
|
||
|
||
[i18n.ko]
|
||
name = "전략 분석 Hand"
|
||
description = "자율 전략 분석가 — 시장 조사, 경쟁 분석, 사업 계획 및 전략적 권고"
|
||
category = "생산성"
|
||
|
||
[i18n.ko.settings.focus_area]
|
||
label = "집중 분야"
|
||
description = "전략 분석의 주요 방향"
|
||
|
||
[i18n.ko.settings.analysis_depth]
|
||
label = "분석 깊이"
|
||
description = "각 전략 분석의 철저함 정도"
|
||
|
||
[i18n.ko.settings.industry]
|
||
label = "산업"
|
||
description = "분석의 중점 산업 (예: SaaS, 핀테크, 헬스케어)"
|
||
|
||
[i18n.ko.settings.competitors]
|
||
label = "주요 경쟁사"
|
||
description = "추적할 경쟁사 목록 (쉼표로 구분)"
|
||
|
||
[i18n.ko.settings.auto_monitor]
|
||
label = "자동 모니터링"
|
||
description = "경쟁사 동향 및 시장 변화를 자동으로 추적"
|
||
|
||
[i18n.ko.settings.report_format]
|
||
label = "보고서 형식"
|
||
description = "전략 보고서의 형식 스타일"
|
||
|
||
[i18n.ko.settings.confidence_threshold]
|
||
label = "신뢰도 임계값"
|
||
description = "보고서에 분석 결과를 포함하기 위한 최소 신뢰도"
|
||
|
||
[i18n.ko.settings.frameworks]
|
||
label = "선호 분석 프레임워크"
|
||
description = "우선적으로 사용할 전략 분석 프레임워크 (쉼표로 구분, 예: SWOT,Porter,PESTEL)"
|