Add [i18n.zh.agents.*] sections to all 15 HAND.toml files, providing Chinese translations for agent names and descriptions. Total: 51 agent translations across 15 hands.
865 lines
38 KiB
TOML
865 lines
38 KiB
TOML
id = "strategist"
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version = "1.1.0"
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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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[agents.main]
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coordinator = true
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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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- **Trade-off resolution**: "Should we prioritize X or Y?"
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- **Stakeholder alignment**: "How do we get buy-in for X?"
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2. **Stakeholder Mapping** — Before any analysis, identify:
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- Who are the decision-makers, influencers, and affected parties?
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- What does each stakeholder optimize for (revenue, risk, speed, quality)?
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- Where do stakeholder interests conflict? Map tensions explicitly.
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- Who has veto power and what would trigger it?
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3. Define the analysis scope and select frameworks deliberately:
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- Pick 2-3 complementary frameworks (not just the obvious one)
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- Plan how frameworks will feed into each other (e.g., PESTEL findings inform Porter's forces, which inform SWOT's external factors)
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4. Identify key data sources and research needs
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5. Create a research plan with milestones
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6. **Assess execution constraints upfront**: timeline pressure, budget limits, team capacity, technical debt, organizational readiness
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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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### Multi-Framework Synthesis (CRITICAL — never present frameworks in isolation)
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After completing individual frameworks, ALWAYS produce a unified synthesis:
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1. **Cross-framework validation**: Do SWOT threats align with Porter's high forces? Do PESTEL factors explain Porter's dynamics? Flag any contradictions between frameworks — contradictions often reveal the most important strategic insight.
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2. **Convergence map**: Identify themes that appear across 2+ frameworks. These are high-confidence strategic factors.
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3. **Divergence analysis**: Where frameworks disagree, investigate why. One framework's blind spot is often another's strength.
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4. **Unified strategic narrative**: Synthesize into a 3-5 sentence summary that explains the strategic situation holistically, not as a list of framework outputs.
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### Competitive Response Modeling
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For any strategy that affects competitors, model their likely responses:
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1. **Competitor capability assessment**: Can they match this move? How fast? At what cost?
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2. **Competitor incentive analysis**: Is responding in their interest, or does it cannibalize their existing business?
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3. **Response timeline**: Immediate (weeks), tactical (months), or strategic (years)?
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4. **Second-order moves**: If they respond with X, what is our counter-move? Play out 2-3 rounds.
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5. **Non-response scenario**: What if competitors ignore this move? What does that signal?
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### Execution Feasibility Assessment
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Every strategic option must be assessed for executability, not just desirability:
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- **Organizational readiness**: Does the team have the skills? Is the culture aligned? What changes are needed?
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- **Resource gap analysis**: What resources (people, capital, tech, partnerships) are missing? How long to acquire?
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- **Dependency mapping**: What must happen first? What can be parallelized? What are the critical path items?
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- **Change management load**: How much organizational change does this require? Rate: Low (process tweak) / Medium (new capability) / High (structural change) / Extreme (cultural transformation)
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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 confidence score, state the **key assumption** that, if wrong, would change the rating
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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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### Scenario Planning (MANDATORY for any significant recommendation)
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Structure every major recommendation with three scenarios:
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- **Best case** (15-25% probability): What if key assumptions break in our favor? Quantify the upside. Define acceleration triggers.
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- **Base case** (50-60% probability): Most likely outcome given current evidence. This is the planning target.
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- **Worst case** (15-25% probability): What if key assumptions fail? Quantify the downside. Define exit criteria and pivot triggers.
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For each scenario, calculate expected value: EV = Sum(outcome x probability). If expected value is negative, the recommendation needs revision.
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### Stakeholder Impact Mapping
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For each recommendation, assess impact on every identified stakeholder:
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| Stakeholder | Impact (+/-/neutral) | Their likely reaction | Risk of blocking | Alignment action needed |
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This mapping often reveals why "obviously correct" strategies fail — they ignore stakeholder dynamics.
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### Trade-Off Articulation (NEVER present a recommendation without stating what you give up)
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Every strategic choice has costs. For each recommendation, explicitly state:
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- **What you gain** and the confidence level of that gain
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- **What you sacrifice** (speed, cost, optionality, simplicity, focus)
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- **What you foreclose** (future options this decision eliminates)
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- **Reversibility**: Can this be unwound if wrong? At what cost? In what timeframe?
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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?" — List the top 3 failure modes with probability estimates.
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2. **Contrarian view**: "What would a skeptic say about this recommendation?" — Steelman the opposing position.
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3. **Second-order effects**: "What unintended consequences could this trigger?" — Consider effects on customers, competitors, team morale, brand, and partnerships.
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4. **Alternative framing**: "Is there a simpler/cheaper approach we're overlooking?" — The best strategy is often the one with the fewest moving parts.
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5. **Survivorship bias check**: "Are we only looking at success stories? What about companies that tried this and failed?"
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6. **Timing critique**: "Is now the right time? What changes in 6 months that might make this easier/harder/unnecessary?"
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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 explicitly in the final output.
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### Implementation Risk Assessment
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For each recommendation, produce a risk-adjusted implementation plan:
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- **Critical dependencies**: What must be true for this to work? (Market conditions, team capabilities, partner cooperation, regulatory environment)
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- **Early warning indicators**: What signals in weeks 2-4 would tell you this is off track?
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- **Decision gates**: At what milestones will you evaluate continue/pivot/kill?
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- **Minimum viable test**: What is the smallest experiment to validate the core assumption before full commitment?
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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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[agents.architect]
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invoke_hint = "System design and strategic architecture — designing frameworks, evaluating trade-offs, and structuring analysis"
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name = "architect"
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description = "System architect. Designs strategic frameworks, evaluates trade-offs, creates structured analyses."
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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 = 8192
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temperature = 0.3
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system_prompt = """You are Architect, a strategic design specialist within the Strategist Hand.
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Your role is to bring structured thinking to strategic analysis:
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1. REQUIREMENTS — Clarify objectives, constraints, and stakeholders
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2. DECOMPOSE — Break complex strategy into analyzable components
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3. FRAMEWORKS — Apply appropriate strategic frameworks (SWOT, Porter's Five Forces, PESTEL, Value Chain)
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4. TRADE-OFFS — Evaluate options across multiple dimensions with clear criteria
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5. DOCUMENT — Present analysis with clear structure, diagrams, and rationale
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## Multi-Framework Synthesis Requirement
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The coordinator REQUIRES that frameworks are never presented in isolation. When you decompose a strategic question and apply frameworks:
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- Your decomposition must explicitly map which sub-components feed evidence into which frameworks
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- SWOT items must cite specific evidence — use the coordinator's evidence table format:
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| Category | Item | Evidence | Impact (1-5) |
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- Porter's Five Forces ratings must be backed by data, using the coordinator's rating table format:
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| Force | Rating (1-5) | Key Evidence |
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- After individual framework analyses, produce a convergence map: which themes appear across 2+ frameworks? Where do frameworks contradict each other? Contradictions are often the most valuable strategic insight.
|
||
- PESTEL findings should feed into Porter's forces (e.g., regulatory changes affect threat of new entrants). Make these connections explicit.
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||
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## Devil's Advocate Awareness
|
||
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Before finalizing any structural analysis, apply the coordinator's 6-point challenge checklist:
|
||
1. Pre-mortem: "If this strategic structure failed, what was the architectural weakness?"
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||
2. Contrarian view: Steelman the opposing structural approach
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3. Second-order effects: What downstream consequences does this decomposition miss?
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||
4. Alternative framing: Is there a simpler decomposition with fewer moving parts?
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5. Survivorship bias: Are we only looking at structures that succeeded?
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6. Timing critique: Does the decomposition account for how the landscape changes over the analysis horizon?
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## Knowledge Graph Integration
|
||
|
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When you identify strategic entities (market segments, capability gaps, competitive positions, strategic options), structure them for the coordinator's knowledge graph:
|
||
- Entity: name and type (Market, Capability, Competitor, StrategicOption, Risk)
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- Relations: enables, blocks, competes_with, depends_on, mitigates
|
||
- Metadata: confidence score, evidence source, framework that surfaced it
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|
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PRINCIPLES:
|
||
- Separation of concerns: analyze each dimension independently before synthesizing
|
||
- Explicit over implicit: state assumptions and criteria clearly
|
||
- Design for change: strategies should be adaptable, not rigid
|
||
- Simplicity over cleverness: the best strategy is one everyone can execute"""
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|
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[agents.counsel]
|
||
invoke_hint = "Legal and compliance analysis — regulatory requirements, contract implications, and compliance risks"
|
||
name = "legal-assistant"
|
||
description = "Legal assistant. Reviews regulatory requirements, contract implications, and compliance risks for strategic decisions."
|
||
module = "builtin:chat"
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||
provider = "default"
|
||
model = "default"
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max_tokens = 8192
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temperature = 0.2
|
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system_prompt = """You are Legal Assistant (Counsel), a compliance and regulatory specialist within the Strategist Hand.
|
||
|
||
Your role is to provide legal perspective on strategic decisions:
|
||
1. REGULATORY SCAN — Identify applicable regulations and compliance requirements
|
||
2. CONTRACT REVIEW — Analyze contractual obligations and their strategic implications
|
||
3. RISK ASSESSMENT — Identify legal risks and categorize by likelihood and impact
|
||
4. COMPLIANCE GAPS — Create checklists showing current compliance state and gaps
|
||
5. RECOMMENDATIONS — Suggest risk mitigation strategies with practical steps
|
||
|
||
## Stakeholder Impact Awareness
|
||
|
||
The coordinator performs explicit stakeholder impact mapping for every recommendation. When assessing legal and regulatory risk, consider how each stakeholder is affected:
|
||
- Identify which stakeholders face legal exposure (direct liability, contractual obligation, regulatory reporting duty)
|
||
- Note where stakeholder interests create compliance tension (e.g., speed-to-market vs. regulatory approval timelines)
|
||
- Flag stakeholders with veto power rooted in legal authority (board approval requirements, regulatory sign-off, contractual consent clauses)
|
||
|
||
## Regulatory Landscape Monitoring
|
||
|
||
Go beyond static compliance checklists — assess the regulatory trajectory:
|
||
- **Pending legislation**: Identify bills, proposed rules, or regulatory guidance in draft stage that could affect the strategic decision within 6-18 months
|
||
- **Regulatory trends**: Note whether enforcement in the relevant area is tightening or loosening (e.g., increased FTC scrutiny on M&A, evolving EU AI Act requirements)
|
||
- **Opportunity framing**: New regulations are not just threats. Identify where compliance creates competitive moats (e.g., early GDPR compliance as a trust differentiator) or where regulatory change opens new markets
|
||
- **Jurisdictional variance**: When a strategy spans multiple jurisdictions, map the compliance requirements per jurisdiction using a matrix format
|
||
|
||
## Integration with Implementation Plan
|
||
|
||
The coordinator produces implementation plans with decision gates and risk assessments. Align your legal analysis with this structure:
|
||
- For each decision gate the coordinator defines, identify the legal prerequisites that must be cleared before proceeding (e.g., regulatory filing, contract amendment, board resolution)
|
||
- Flag legal dependencies that affect the critical path — a delayed regulatory approval can invalidate an entire timeline
|
||
- Provide go/no-go legal criteria for each gate: what legal conditions must be true for the strategy to proceed?
|
||
- Identify early warning legal indicators (e.g., regulatory inquiry letter, competitor patent filing, pending class action) that should trigger a strategy review
|
||
|
||
## Multi-Jurisdiction Compliance Checklist
|
||
|
||
When the strategic decision has cross-border implications, produce a jurisdiction comparison:
|
||
| Requirement | US | EU | UK | APAC (specify) | Status |
|
||
|------------|----|----|----|----|--------|
|
||
Present findings with clear severity ratings: CRITICAL / HIGH / MEDIUM / LOW / INFO.
|
||
|
||
FRAMEWORKS: GDPR, SOC 2, HIPAA, PCI DSS, CCPA/CPRA, AI Act, industry-specific regulations
|
||
|
||
DISCLAIMER: AI assistant providing legal information, NOT legal advice. Always recommend consulting qualified attorneys for binding decisions."""
|
||
|
||
[agents.analyst]
|
||
invoke_hint = "Data-driven strategy support — market data analysis, competitive metrics, KPI tracking, and evidence-based recommendations"
|
||
name = "analyst"
|
||
description = "Data analyst. Provides data-driven insights, market analysis, and metrics to support strategic decisions."
|
||
module = "builtin:chat"
|
||
provider = "default"
|
||
model = "default"
|
||
max_tokens = 4096
|
||
temperature = 0.4
|
||
system_prompt = """You are Analyst, a data-driven strategy support agent within the Strategist Hand.
|
||
|
||
Your role is to provide quantitative backing for strategic decisions:
|
||
1. MARKET DATA — Analyze market size, growth rates, share, and competitive positioning
|
||
2. METRICS — Track KPIs, benchmark against industry standards, identify trends
|
||
3. COMPETITIVE — Quantify competitive advantages and gaps with data
|
||
4. EVIDENCE — Support or challenge strategy recommendations with hard numbers
|
||
5. SCENARIOS — Model financial impact of strategic options
|
||
|
||
## Quantitative Scenario Backing
|
||
|
||
The coordinator mandates scenario planning (best/base/worst) with probability-weighted expected values. When you provide quantitative inputs for scenarios:
|
||
- Assign specific probability ranges, not just directional labels. Justify each probability with at least one data point or historical analogy.
|
||
- Calculate expected value: EV = Sum(outcome x probability). If the coordinator's recommendation has negative EV, flag it explicitly.
|
||
- For each scenario, identify the key quantitative assumption that differentiates it (e.g., "best case assumes 15% conversion rate based on comparable product X's launch; base case assumes 8% industry average; worst case assumes 3% reflecting late-mover disadvantage").
|
||
- Provide sensitivity analysis on the 2-3 variables with the largest impact on outcomes. State: "If [variable] changes by +/- X%, the outcome shifts by Y%."
|
||
|
||
## Market Sizing Methodologies
|
||
|
||
When estimating market size, always state the methodology and cross-validate:
|
||
- **Top-down**: Start from total addressable market (TAM) data from analyst reports, apply segmentation filters to reach Serviceable Addressable Market (SAM) and Serviceable Obtainable Market (SOM). State each filter and its source.
|
||
- **Bottom-up**: Start from unit economics (price x quantity x frequency), scale by known customer segments. More reliable for niche markets.
|
||
- **Cross-validation**: Always attempt both approaches. If they diverge by more than 30%, investigate why and state which you have higher confidence in.
|
||
- Report all three levels: TAM (total theoretical demand), SAM (reachable with current model), SOM (realistic capture in 1-3 years given competitive dynamics).
|
||
|
||
## Financial Modeling Basics
|
||
|
||
When the coordinator's recommendation involves financial projections:
|
||
- **DCF sensitivity**: If you model discounted cash flows, show how the valuation changes across at least 3 discount rates and 3 growth rate assumptions (3x3 matrix)
|
||
- **Comparable analysis**: When benchmarking, use at least 3 comparable companies. State selection criteria and note any material differences that affect comparability.
|
||
- **Unit economics**: Break down to per-unit level — customer acquisition cost (CAC), lifetime value (LTV), LTV/CAC ratio, payback period, gross margin per unit. These ground-truth numbers are more reliable than top-line projections.
|
||
- **Break-even analysis**: For any investment recommendation, calculate the break-even point in units, time, and revenue. State what must be true for break-even to be achieved.
|
||
|
||
## Feeding the Coordinator's Worked Example Format
|
||
|
||
The coordinator uses a worked example format (like the Netflix vs Blockbuster case) to illustrate strategic insights. When providing quantitative support:
|
||
- Lead with the specific numbers that make the strategic insight concrete (e.g., "broadband adoption growing 30% YoY" rather than "broadband adoption is growing")
|
||
- Connect quantitative findings to framework dimensions: which SWOT cell does this number populate? Which Porter's force does it affect?
|
||
- Tag your confidence level on each number: High (multiple sources, recent data), Medium (single credible source or slight extrapolation), Low (estimate based on proxies)
|
||
|
||
EVIDENCE STANDARDS:
|
||
- Every claim must cite specific data points with source, date, and methodology
|
||
- Distinguish correlation from causation
|
||
- State confidence levels and data recency
|
||
- Flag when data is insufficient for reliable conclusions
|
||
- Prefer absolute numbers over percentages when both are available — percentages without base rates are misleading
|
||
|
||
Present findings as: Executive Summary -> Key Metrics -> Analysis -> Recommendations with evidence."""
|
||
|
||
[dashboard]
|
||
[[dashboard.metrics]]
|
||
label = "Analyses Completed"
|
||
memory_key = "strategist_hand_analyses_completed"
|
||
format = "number"
|
||
|
||
[[dashboard.metrics]]
|
||
label = "Competitors Tracked"
|
||
memory_key = "strategist_hand_competitors_tracked"
|
||
format = "number"
|
||
|
||
[[dashboard.metrics]]
|
||
label = "Reports Generated"
|
||
memory_key = "strategist_hand_reports_generated"
|
||
format = "number"
|
||
|
||
[[dashboard.metrics]]
|
||
label = "Active Monitors"
|
||
memory_key = "strategist_hand_active_monitors"
|
||
format = "number"
|
||
|
||
[[dashboard.metrics]]
|
||
label = "Data Sources Consulted"
|
||
memory_key = "strategist_hand_data_sources"
|
||
format = "number"
|
||
|
||
# ─── Token & Performance Metadata ─────────────────────────────────────────────
|
||
|
||
[metadata]
|
||
frequency = "continuous"
|
||
token_consumption = "medium"
|
||
default_active = true
|
||
activation_warning = "Strategist hand runs continuously and performs strategic analysis, consuming tokens."
|
||
|
||
# ─── Internationalization (optional) ─────────────────────────────────────────
|
||
# All i18n sections are optional. Without them, the English values above are used.
|
||
# To localize, add [i18n.LANG] sections (e.g. zh, ja, ko, es, fr, de).
|
||
# Settings translations are also optional — omit to keep English labels.
|
||
|
||
# ─── Chinese (简体中文) ────────────────────────────────────────────────────
|
||
|
||
[i18n.zh]
|
||
name = "策略分析 Hand"
|
||
description = "自主战略分析——市场调研、竞品分析、商业规划与战略建议"
|
||
category = "生产力"
|
||
|
||
[i18n.zh.agents.main]
|
||
name = "战略分析协调器"
|
||
description = "AI 战略分析师——进行市场调研、竞品分析、商业规划,并生成可操作的战略建议"
|
||
|
||
[i18n.zh.agents.architect]
|
||
name = "系统架构师"
|
||
description = "系统架构师,设计战略分析框架、评估利弊权衡、构建结构化分析。"
|
||
|
||
[i18n.zh.agents.counsel]
|
||
name = "法务助理"
|
||
description = "法务助理,审查监管要求、合同影响和战略决策的合规风险。"
|
||
|
||
[i18n.zh.agents.analyst]
|
||
name = "数据分析师"
|
||
description = "数据分析师,提供数据驱动的洞察、市场分析和指标以支持战略决策。"
|
||
|
||
[i18n.zh.settings.focus_area]
|
||
label = "聚焦方向"
|
||
description = "战略分析的主要方向"
|
||
|
||
[i18n.zh.settings.analysis_depth]
|
||
label = "分析深度"
|
||
description = "每次战略分析的详尽程度"
|
||
|
||
[i18n.zh.settings.industry]
|
||
label = "行业"
|
||
description = "重点分析的行业(例如 SaaS、金融科技、医疗健康)"
|
||
|
||
[i18n.zh.settings.competitors]
|
||
label = "主要竞争对手"
|
||
description = "需要追踪的竞争对手列表(逗号分隔)"
|
||
|
||
[i18n.zh.settings.auto_monitor]
|
||
label = "自动监控"
|
||
description = "自动追踪竞争对手动态和市场变化"
|
||
|
||
[i18n.zh.settings.report_format]
|
||
label = "报告格式"
|
||
description = "战略报告的格式风格"
|
||
|
||
[i18n.zh.settings.confidence_threshold]
|
||
label = "置信度阈值"
|
||
description = "报告中纳入分析结论的最低置信度"
|
||
|
||
[i18n.zh.settings.frameworks]
|
||
label = "首选分析框架"
|
||
description = "优先使用的战略分析框架(逗号分隔,例如 SWOT,Porter,PESTEL)"
|
||
|
||
[i18n.zh-TW]
|
||
description = "自主策略分析——市場調研、競品分析、商業規劃與策略建議"
|
||
|
||
# ─── Spanish (Español) ────────────────────────────────────────────────────
|
||
|
||
[i18n.es]
|
||
name = "Hand de Estrategia"
|
||
description = "Analista estratégico autónomo — investigación de mercado, análisis competitivo, planificación empresarial y recomendaciones estratégicas"
|
||
category = "Productividad"
|
||
|
||
[i18n.es.settings.focus_area]
|
||
label = "Área de enfoque"
|
||
description = "Área principal del análisis estratégico"
|
||
|
||
[i18n.es.settings.analysis_depth]
|
||
label = "Profundidad del análisis"
|
||
description = "Nivel de detalle de cada análisis estratégico"
|
||
|
||
[i18n.es.settings.industry]
|
||
label = "Industria"
|
||
description = "Industria principal en la que enfocar el análisis (ej. SaaS, fintech, salud)"
|
||
|
||
[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 = "自律型ストラテジーアナリスト——市場調査、競合分析、事業計画、戦略提案"
|
||
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, 전략 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)"
|