growth-strategy · diff
git:20260614.5208b4c to git:20260615.1734111
22 added, 343 removed. Audit A to A.
---
name: growth-strategy
multi_ticker_semantics: target_with_optional_peers
description: Growth strategy analysis, organic growth decomposition, inorganic growth, M&A strategy, pipeline analysis, revenue growth drivers, strategic initiatives, expansion strategy, growth trajectory, product pipeline growth
temporal_scope:
default_quarters: 4
max_quarters: 10
description: "Typical lookback: 4 quarters, max: 10"
allowed_tools:
- search_companies
- search_xbrl_facts
- search_documents
- search_sec_filings
- get_company_financials
- get_company_profile
- list_coverage
- read_source_outline
- read_source_deep_outline
- list_xbrl_concepts
- read_source_pages
- search_keyword_in_source
retrieval_scope: unstructured_document_search
min_tool_diversity: 8
---
<!-- analog: initiating-coverage -->
## Preflight
- !curl -s -o /dev/null -w "%{http_code}" --max-time 2 https://mcp.agentii.ai/mcp/health 2>/dev/null || echo "UNREACHABLE"
-
- **Ticker resolution **: Before any data retrieval, resolve the ticker via the three-layer fallback per retrieval.md Pre-Flight Step 0: (1) exact match via `search_companies(ticker=<input>)`, (2) pg_trgm fuzzy alias match via `gold.entity_aliases` (6,721 rows), (3) share class normalization for multi-class tickers (GOOG/GOOGL→GOOG, BRK.A/BRK.B→BRK.B). Return canonical ticker, match method, and confidence indicator.
-
- **Workspace style.md override check **: Check `./style.md` in the workspace root for per-workspace overrides (`default_lookback_quarters`, `reporting_currency`, `sector_focus`, `output_verbosity`, `peer_universe`). Apply overrides to output formatting and temporal scope. Precedence: workspace `style.md` > package `style.md` > skill defaults.
-
+ Run the canonical pre-flight sequence — MCP health probe, ticker resolution, workspace `style.md` override, memory load, and coverage check. See `contracts/preflight.md`.
- **Agent Call Tracing**: The first tool you call will return a `_run_id` in its result. On every subsequent tool call, include HTTP header `X-Agentii-Trace: agent={skill_name}; parent={caller_name}; instance={instance_label}`. The MCP server will inject run_id, depth, and user_id automatically. When spawning parallel sub-agents of the same type, assign each a unique instance label (e.g., equity-research-1, equity-research-2). See `contracts/x-agentii-trace-header.md` for the full contract.
+ Include the `X-Agentii-Trace` header on every tool call per `contracts/x-agentii-trace-header.md`.
## Triggers
- analyze dim growth strategy
- run dim growth strategy analysis
- produce dim growth strategy report
- dim growth strategy breakdown
- dim growth strategy deep dive
- build a dim growth strategy
- assess dim growth strategy
- quantify dim growth strategy
- compare dim growth strategy across peers
- review dim growth strategy for
- generate dim growth strategy on
- dim growth strategy for investment decision
## Defaults
| Parameter | Default | Notes |
|---|---|---|
| lookback_years | 3 | Historical data window |
| include_peers | false | Whether to surface a peer comparison block |
<!-- BEGIN port-dimension-prompts methodology + modes -->
## Methodology
### Retrieval Scope
This skill performs unstructured document search at scale (10-K, 10-Q, 8-K filings spanning multiple fiscal periods). The three-layer agent-use-ready retrieval protocol (Document Discovery → Page Map → Deep Read) applies to all unstructured document search at scale.
### Retrieval Strategy
- Follow the retrieval strategy decision tree in `retrieval.md`. This skill uses:
+ Follow the retrieval strategy decision tree in `contracts/retrieval.md`. This skill uses:
- Branch (a) for structured financial metrics via `search_xbrl_facts` with `list_xbrl_concepts` pre-condition for unfamiliar concepts.
- Branch (c) for single-period document queries via direct `read_source_outline` → `read_source_pages`.
- Branch (d) for simple lookups via `get_company_profile` / `search_earnings_calendar`.
**Layer 1 `secondary_label` allowlist **: prefer `?secondary_labels=financial_results_2_02,material_definitive_agreement_1_01` to surface growth-investment-related 8-Ks (capex commitments, M&A, partnerships) before Layer 2.
### Temporal Scope
Default: 8 fiscal quarters (max 16). Growth strategy: 8 quarters for organic/inorganic growth trend decomposition
### Tool Allowlist
- See frontmatter `allowed_tools` — 8 tools declared for this dimension.
+ See frontmatter `allowed_tools`.
### Protocol
This skill delivers analyst-grade output via 5 addressable mode(s); invoke with `--mode=<slug>` / `--modes=<slug1>,<slug2>` / `--mode=all` (see [Mode syntax](../../../../docs/commands/MODE_SYNTAX.md). The default invocation (no flag) runs the `essentials_modes` subset declared in this skill's frontmatter.
- ### Mode: growth-strategy-assessment
-
- **Display name**: growth-strategy-assessment
-
- <!-- ported_from: references/prompts/3/3_1.yaml -->
-
- **Focus**: Systematically analyze company's growth strategy by evaluating multiple data sources.
- (rewritten via tool-name-map.json:system_v2_7)
-
- - `get_company_profile`
- - `list_sources`
- - `read_source_outline`
- - `read_source_pages`
-
- - citations
- - clarity
- - conciseness
- - evidence_based
- - recency
- - **structure**: ## Growth Strategy Assessment
-
- **Growth Strategy Classification**: [Organic / Inorganic / Mix]
-
- **Strategy Summary**:
- {Concise explanation of the company's growth approach, 3-5 sentences}
-
- **Supporting Evidence**:
-
- ### Organic Growth Indicators
- - {List identified organic initiatives with citations}
- - {Example: Product development programs mentioned in Q2 earnings call _(cite source filing in standard agentii citation format at runtime)_}
-
- ### Inorganic Growth Indicators
- - {List identified inorganic initiatives with citations}
- - {Example: M&A transaction announced in 8-K filing _(cite source filing in standard agentii citation format at runtime)_}
-
- **Data Sources Analyzed**:
- - {List key documents reviewed: 10-K, earnings calls, analyst reports}
-
- **Temporal Scope**: {Specify analysis period, e.g., "FY23 10-K plus Q1-Q2 2024 earnings materials"}
-
- ### Mode: organic-growth-drivers-analysis
-
- **Display name**: organic-growth-drivers-analysis
-
- <!-- ported_from: references/prompts/3/3_2_1.yaml -->
-
- **Focus**: Systematically identify and extract organic growth drivers across 6 dimensions.
- (rewritten via tool-name-map.json:system_v2_7)
-
- - `get_company_profile`
- - `list_sources`
- - `read_source_outline`
- - `read_source_pages`
- - `search_keyword_in_source`
-
- - citation_discipline
- - evidence_requirements
- - presence_determination
- - temporal_accuracy
- - **structure**: ## Organic Growth Drivers Analysis
-
- **Analysis Period**: {Specify fiscal quarters analyzed, e.g., "2024 Q1-Q2"}
-
- **Data Sources**:
- - Most Recent 10-K: {Filing date}
- - Quarterly Materials: {List earnings calls, 10-Qs analyzed}
- - Sell-Side Research: {List analyst reports reviewed}
-
- **Growth Driver Assessment**:
-
- | Dimension | Presence | Summary of Evidence | Source(s) |
- |:----------|:---------|:-------------------|:----------|
- | Product | Yes/No/Nil | {Brief description of initiatives} | {Citations} |
- | Market | Yes/No/Nil | {Brief description of initiatives} | {Citations} |
- | Customer Retention | Yes/No/Nil | {Brief description of initiatives} | {Citations} |
- | Pricing | Yes/No/Nil | {Brief description of initiatives} | {Citations} |
- | Sales & Channel | Yes/No/Nil | {Brief description of initiatives} | {Citations} |
- | Marketing | Yes/No/Nil | {Brief description of initiatives} | {Citations} |
-
- **Detailed Evidence**:
-
- ### Product
- {If Presence=Yes, provide detailed description}
- - Initiative 1: {Description} _(cite source filing in standard agentii citation format at runtime)_
- - Initiative 2: {Description} _(cite source filing in standard agentii citation format at runtime)_
-
- {Repeat for each dimension with Presence=Yes}
-
- **Key Observations**:
- - {Synthesize overall organic growth approach}
- - {Note any patterns or emphasis across dimensions}
-
- ### Mode: organic-growth-driver-execution-assessment
-
- **Display name**: organic-growth-driver-execution-assessment
-
- <!-- ported_from: references/prompts/3/3_2_2.yaml -->
-
- **Focus**: Assess the execution progress of previously identified organic growth drivers.
- (rewritten via tool-name-map.json:system_v2_7)
-
- - `get_company_profile`
- - `list_sources`
- - `read_source_outline`
-
- - citation_discipline
- - evidence_requirements
- - status_determination
- - temporal_accuracy
- - **structure**: ## Organic Growth Driver Execution Progress Assessment
-
- **Assessment Period**: {Most recent fiscal quarter, e.g., "2024 Q2"}
- **Assessment Date**: {Latest earnings date used for analysis}
-
- **Data Sources**:
- - Latest Earnings Call: {Date and quarter}
- - Most Recent 10-Q: {Filing date}
- - Sell-Side Research: {List recent analyst reports reviewed}
-
- **Execution Status Summary**:
-
- | Growth Driver | Execution Status | Summary of Progress / Commentary | Source(s) |
- |:--------------|:-----------------|:--------------------------------|:----------|
- | Product | On Track / Behind / Ahead | {Key progress points and evidence} | {Citations} |
- | Market | On Track / Behind / Ahead | {Key progress points and evidence} | {Citations} |
- | Customer Retention | On Track / Behind / Ahead | {Key progress points and evidence} | {Citations} |
- | Pricing | On Track / Behind / Ahead | {Key progress points and evidence} | {Citations} |
- | Sales & Channel | On Track / Behind / Ahead | {Key progress points and evidence} | {Citations} |
- | Marketing | On Track / Behind / Ahead | {Key progress points and evidence} | {Citations} |
-
- **Detailed Execution Evidence**:
-
- ### {Dimension Name}
- **Status**: On Track / Behind Schedule / Ahead of Plan
-
- **Original Initiative** (from task 3_2_1):
- {Brief recap of initiative identified previously}
-
- **Current Progress**:
- - Evidence Point 1: {Description with metrics} _(cite source filing in standard agentii citation format at runtime)_
- - Evidence Point 2: {Description with metrics} _(cite source filing in standard agentii citation format at runtime)_
- - Management Commentary: {Relevant quote or summary} _(cite source filing in standard agentii citation format at runtime)_
-
- **Status Rationale**:
- {Explanation of why this status was assigned based on evidence}
-
- {Repeat for each dimension with Presence=Yes}
-
- **Overall Execution Assessment**:
- - {Synthesize execution progress across all organic growth drivers}
- - {Note any patterns: most initiatives on track, specific areas of concern, etc.}
- - {Highlight any dimension showing particularly strong or weak execution}
-
- ### Mode: inorganic-growth-drivers-analysis
-
- **Display name**: inorganic-growth-drivers-analysis
-
- <!-- ported_from: references/prompts/3/3_3_1.yaml -->
-
- **Focus**: Systematically identify and extract inorganic growth drivers over the past 5 years.
- (rewritten via tool-name-map.json:system_v2_7)
-
- - `get_company_profile`
- - `list_sources`
- - `read_source_outline`
- - `read_source_pages`
-
- - chronological_accuracy
- - citation_discipline
- - impact_assessment_rigor
- - presence_determination
- - transaction_completeness
- - **structure**: ## Inorganic Growth Drivers Analysis
-
- **Analysis Period**: {Specify 5-year period, e.g., "FY19-FY23 plus 2024 YTD"}
-
- **Data Sources**:
- - Annual Filings: {List 10-K years reviewed}
- - Material Announcements: {Number of 8-Ks reviewed}
- - Earnings Materials: {Recent earnings calls reviewed}
-
- **Inorganic Activity Assessment**:
-
- | Dimension | Presence | Summary of Evidence | Impact | Source(s) |
- |:----------|:---------|:-------------------|:-------|:----------|
- | M&A Transactions | Yes/No/Nil | {Count and brief overview} | {Predominant impact category} | {Citations} |
- | Equity Investments | Yes/No/Nil | {Count and brief overview} | {Predominant impact category} | {Citations} |
- | Asset Purchases | Yes/No/Nil | {Count and brief overview} | {Predominant impact category} | {Citations} |
- | Divestitures | Yes/No/Nil | {Count and brief overview} | {Predominant impact category} | {Citations} |
- | Strategic Alliances / JVs | Yes/No/Nil | {Count and brief overview} | {Predominant impact category} | {Citations} |
- | Licensing / Franchise Deals | Yes/No/Nil | {Count and brief overview} | {Predominant impact category} | {Citations} |
-
- **Detailed Transaction Listings**:
-
- ### {Category Name}
- **Presence**: Yes/No/Nil
-
- {If Presence=Yes, provide chronological listing}
-
- #### Transaction 1: {Acquired Company / Asset / Partner Name}
- - **Date**: {Announcement date} | {Closing date}
- - **Transaction Type**: {Acquisition / Investment / Alliance / etc.}
- - **Description**: {Brief description of target and strategic rationale}
- - **Financial Terms**: {Purchase price, structure, ownership %}
- - **Strategic Rationale**: {Why this transaction supports growth strategy}
- - **Impact Assessment**: Factor-in / On-going / Unclear
- - {Explanation of impact assessment}
- - {Revenue contribution, synergies, integration status}
- - **Sources**: _(cite source filing in standard agentii citation format at runtime)_, _(cite source filing in standard agentii citation format at runtime)_
-
- #### Transaction 2: {Name}
- {Repeat structure for each transaction}
-
- {Repeat for each category with Presence=Yes}
-
- **Key Observations**:
- - {Total count of inorganic activities across all categories}
- - {Dominant inorganic growth approach: M&A, partnerships, etc.}
- - {Evolution of strategy over 5 years: increasing/decreasing activity}
- - {Current vs. historical impact: how much of growth is factored in}
-
- ### Mode: inorganic-growth-driver-execution-assessment
-
- **Display name**: inorganic-growth-driver-execution-assessment
-
- <!-- ported_from: references/prompts/3/3_3_2.yaml -->
-
- **Focus**: Assess the execution progress of previously identified inorganic growth drivers.
- (rewritten via tool-name-map.json:system_v2_7)
-
- - `get_company_profile`
- - `list_sources`
- - `read_source_outline`
-
- - citation_discipline
- - evidence_requirements
- - status_determination
- - temporal_accuracy
- - **structure**: ## Inorganic Growth Driver Execution Progress Assessment
-
- **Assessment Period**: {Most recent fiscal quarter, e.g., "2024 Q2"}
- **Assessment Date**: {Latest earnings date used for analysis}
-
- **Data Sources**:
- - Latest Earnings Call: {Date and quarter}
- - Most Recent 10-Q: {Filing date}
- - Sell-Side Research: {List recent analyst reports reviewed}
-
- **Execution Status Summary**:
-
- | Growth Driver | Execution Status | Summary of Progress / Commentary | Source(s) |
- |:--------------|:-----------------|:--------------------------------|:----------|
- | M&A Transactions | On Track / Behind / Ahead | {Key integration progress and synergy realization} | {Citations} |
- | Equity Investments | On Track / Behind / Ahead | {Commercial benefits and strategic value realization} | {Citations} |
- | Strategic Alliances / JVs | On Track / Behind / Ahead | {Operational progress and revenue contribution} | {Citations} |
- | Licensing Agreements | On Track / Behind / Ahead | {Royalty realization and technology access} | {Citations} |
- | Asset Purchases | On Track / Behind / Ahead | {Capacity ramp and revenue contribution} | {Citations} |
- | Divestitures | On Track / Behind / Ahead | {TSA completion and capital redeployment} | {Citations} |
-
- **Detailed Execution Evidence**:
-
- ### {Transaction Name or Category}
- **Status**: On Track / Behind Schedule / Ahead of Plan
-
- **Original Transaction** (from task 3_3_1):
- {Brief recap: date, type, size, strategic rationale}
-
- **Original Expectations**:
- {Integration timeline, synergy targets, or other stated goals}
-
- **Current Progress**:
-
- #### Organizational Integration
- - Evidence Point 1: {Leadership retention, employee metrics} _(cite source filing in standard agentii citation format at runtime)_
- - Evidence Point 2: {Organizational structure changes} _(cite source filing in standard agentii citation format at runtime)_
-
- #### Systems and Operations
- - Evidence Point 1: {IT integration status, system cutover milestones} _(cite source filing in standard agentii citation format at runtime)_
- - Evidence Point 2: {Process harmonization progress} _(cite source filing in standard agentii citation format at runtime)_
-
- #### Commercial Integration
- - Evidence Point 1: {Customer retention metrics} _(cite source filing in standard agentii citation format at runtime)_
- - Evidence Point 2: {Cross-sell or revenue synergy progress} _(cite source filing in standard agentii citation format at runtime)_
-
- #### Synergy Realization
- - Revenue Synergies: {Quantified amount vs. target} _(cite source filing in standard agentii citation format at runtime)_
- - Cost Synergies: {Quantified amount vs. target} _(cite source filing in standard agentii citation format at runtime)_
- - Total Synergies: {$ realized YTD vs. full-year or cumulative target}
-
- #### Financial Performance
- - Revenue Contribution: {Acquired business revenue in quarter} _(cite source filing in standard agentii citation format at runtime)_
- - Margin Impact: {Accretion/dilution to margins} _(cite source filing in standard agentii citation format at runtime)_
- - EPS Impact: {Accretive/dilutive vs. guidance} _(cite source filing in standard agentii citation format at runtime)_
-
- **Management Commentary**:
- {Relevant quotes or summaries from earnings call} _(cite source filing in standard agentii citation format at runtime)_
-
- **Analyst Perspective** (if available):
- {Sell-side view on integration execution} _(cite source filing in standard agentii citation format at runtime)_
-
- **Status Rationale**:
- {Explanation of why this status was assigned based on evidence across dimensions}
-
- {Repeat for each On-going/Unclear transaction}
-
- **Overall Execution Assessment**:
- - {Synthesize execution progress across all inorganic activities}
- - {Note any patterns: most deals on track, specific areas of concern}
- - {Highlight exceptional execution or significant challenges}
- - {Assess management's overall M&A and integration capabilities}
+ ### Analyst Modes
- <!-- END port-dimension-prompts methodology + modes -->
+ This skill exposes addressable analysis modes (`--mode=<slug>` / `--modes=<s1>,<s2>` / `--mode=all`; see [Mode syntax](../../../../docs/commands/MODE_SYNTAX.md)). The full mode definitions and their output templates live in `references/modes.md`. The default invocation runs the essentials subset.
## Tool Fallbacks
- | Tool | Failure Mode | Fallback Action | Coverage Annotation |
- |------|-------------|-----------------|---------------------|
- | `read_source_pages` | SQL error / PROXY_ERROR | Use `search_keyword_in_source(document_id, keyword)` if document_id known; otherwise `search_documents` with same query | "source file unavailable; used keyword search instead" |
- | `read_source_deep_outline` | PROXY_ERROR / 404 | Use lightweight `read_source_outline` and flag `deep_outline_degraded: true` | "deep outline unavailable; used lightweight page map instead" |
- | `read_source_outline` | PROXY_ERROR / 404 | Use `list_sources` for document-level metadata | "page map unavailable; used document listing instead" |
- | `list_xbrl_concepts` | Timeout / 503 | Use direct `search_xbrl_facts` with standard US-GAAP concepts (Revenues, NetIncomeLoss, EarningsPerShareDiluted, OperatingIncomeLoss, Assets) | "concept discovery skipped due to timeout; using standard US-GAAP concepts" |
- | `get_company_fiscal_calendar` | Cross-validation failed | Use XBRL-derived period grid from `search_xbrl_facts` `period_end` dates | "fiscal calendar mismatch; using XBRL-derived period grid" |
- | `search_unified` | Intermittent error | Use parallel `search_documents` + `search_xbrl_facts` with the same query | "unified search unavailable; used parallel document + XBRL search" |
- | `batch_search` | PROXY_ERROR | Use sequential individual calls (one per sub-query) | "batch search unavailable; used sequential calls" |
-
- Tool errors are retried ONCE with the fallback action before escalating to the retrieval gaps failure policy. If both Layer 2 and Layer 3 tools are unavailable, enter document access degradation mode (structured data + metadata only, flag output as degraded).
+ Per-tool failure modes and fallback actions are tabulated in `references/tool-fallbacks.md`.
## Output File
- Write the final deliverable to `{{ticker}}/{{YYYY-MM-DD_HHMM}}_growth-strategy_growth-drivers.md` .
+ Write the final deliverable to `{ticker}/{YYYY-MM-DD_HHMM}_growth-strategy_growth-drivers.md` .
## Output Structure
- The final deliverable MUST be written as a markdown file to the workspace using the convention :
+ The deliverable is a structured markdown report written to the path in `## Output File`. Full section-by-section template (headings, tables, and field definitions) lives in `references/output-structure.md`. Required elements:
- ```
- {ticker}/{YYYY-MM-DD_HHMM}_growth-strategy_{affix}.md
- ```
+ 1. **Executive Summary** — headline conclusions (≤200 words).
+ 2. **Core analysis sections** — per this skill's methodology and analyst modes.
+ 3. **Data classification** — tag findings `[FACT]` / `[DEDUCTED]` / `[VIEW]` per `contracts/snapshot-synthesis.md`.
+ 4. **Coverage Gaps & Citations** — inline `/v/` citations are PRIMARY (immediately after each fact); the bottom **Citations** section is a non-duplicative roll-up index.
+ 5. **Output frontmatter** — emit the FR-090 structured block per `contracts/output-frontmatter-schema.md`.
- Where `affix` is a short descriptive slug (e.g., `strategy-decomposition`, `capital-allocation`, `m-and-a-pipeline`, `geographic-expansion`). Examples:
+ **Citations & memory**: follow `contracts/citation-and-memory.md` — ≥1 citation per 200 words; every material fact, table row, and metric is immediately followed by its inline clickable `https://agentii.ai/v/{ticker}/{citation_id}/{N}` link; a bottom **Citations** section provides a non-duplicative roll-up index; the closing TUI reply includes a compact **Key Citations** list (headline 5–10 facts) of clickable `/v/` URLs; and append the run to `agentii.md` per `contracts/agentii-md-schema.md`.
- - `LLY/2026-05-25_1430_growth-strategy_strategy-decomposition.md`
- - `NVDA/2026-05-25_1545_growth-strategy_capital-allocation.md`
+ ## Memory & Snapshot
- The path is RELATIVE to the agent's invocation cwd. Skills MUST NOT write under absolute paths.
+ - **Memory load** (pre-flight): load prior workspace context for the ticker before retrieval — see `contracts/memory-load.md`.
+ - **Structured output frontmatter**: emit the FR-090 block (`key_metrics`, `conclusions`, `facts_count`, `deducted_count`, `views_count`, `citation_count`) per `contracts/output-frontmatter-schema.md`.
+ - **Snapshot synthesis**: after writing the deliverable, update the two-tier snapshot and classify findings as `[FACT]`/`[DEDUCTED]`/`[VIEW]` — see `contracts/snapshot-synthesis.md`.
+ - **Session archival**: record the run under `sessions/{YYYY-MM-DD}/` and update `sessions/INDEX.md` per `contracts/session-format.md`.
- **Citation density**: ≥1 citation per 200 words. Bare `page_no` integers are forbidden — always use `{ticker} {citation_id} page<N>`. **Citation link format **: use clickable links: `[📄 {ticker} {form_type} p.{N}](https://agentii.ai/v/{ticker}/{citation_id}/{N})`. Example: `[📄 LLY 10-K p.45](https://agentii.ai/v/LLY/sec175/45)`.
+ ## Final Summary (TUI)
- **agentii.md append **: After writing the output file, append a YAML block to `agentii.md` at the workspace root with `ticker`, `date`, `skill`, `output_file`, and `key_conclusions`. Create the file with a `# Project Memory Index` heading if it doesn't exist. See `contracts/agentii-md-schema.md`.
+ End the closing chat reply with a compact **Key Citations** list (headline 5–10 facts), each a clickable `https://agentii.ai/v/{ticker}/{citation_id}/{N}` link, so the user can cmd+click straight to the exact SEC page. See `contracts/citation-and-memory.md`.
## Error Handling
| Failure Mode | Detection | Action | User-Facing Message |
|---|---|---|---|
| Missing data | Data API returns empty result set | Widen date range and retry once | "No data available for {ticker} in requested window." |
| Partial data | Data API returns <80% expected records | Proceed with coverage gaps section | "Analysis based on partial data; see Coverage Gaps section." |
| Sector mismatch | Peer sector != target sector | Filter out mismatched peers | "Removed {n} peer(s) due to sector mismatch." |
| Insufficient history | Ticker <3 years on public markets | Downgrade to limited-history profile | "Limited historical data; analysis adjusted accordingly." |
| MCP unreachable | Preflight probe fails | Halt with actionable error | "agentii data plane unreachable; check connection." |