Claude Skill

peg-valuation

PEG valuation, Price Earnings to Growth ratio, Peter Lynch PEG methodology, growth-adjusted valuation, earnings growth rate, PE ratio valuation, PEG sector comparison, undervalued growth stocks, fair value PEG

LLM Mart · 0 points · 0 views 0 listing impressions 0 install-command copies
Virus-scanned Reviewed automatically before listing.

Full trust report

Download agentii-ai-agentii-investment-intelligence-plugins_vertical-plugins_quantitative-analysis_skills_agentii_peg-valuation-3b0a195.zip · 5 KB
Part of agentii-ai/agentii-investment-intelligence — 46 skills

Install

skills CLI npx skills add https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/quantitative-analysis/skills/agentii/peg-valuation
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install agentii-ai-agentii-investment-intelligence@llmmart
Git git clone https://github.com/agentii-ai/agentii-investment-intelligence.git

The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole agentii-ai/agentii-investment-intelligence collection as a plugin from our marketplace. Git is the plain clone.

Skill manifest

PEG Valuation

Peter Lynch PEG (Price/Earnings to Growth) methodology. PEG = P/E Ratio ÷ Earnings Growth Rate (%). Growth-adjusted valuation that answers: "Is this stock's growth justifying its multiple?"

Preflight

Run the canonical pre-flight sequence — MCP health probe, ticker resolution, workspace style.md override, memory load, and coverage check. See contracts/preflight.md.

**get_realtime_quote availability **: If get_realtime_quote is not yet deployed, prompt user for current stock price. PE numerator from search_earnings_calendar (NTM consensus EPS × current price = PE) as fallback.

Include the X-Agentii-Trace header on every tool call per contracts/x-agentii-trace-header.md.

Triggers

  • PEG valuation for
  • compute PEG ratio
  • Peter Lynch PEG
  • growth-adjusted valuation
  • is undervalued by PEG
  • PEG analysis
  • price earnings growth
  • compare PEG across peers
  • PEG vs sector
  • growth at reasonable price

Defaults

Parameter Default Notes
growth_source consensus consensus estimates preferred; fallback to historical CAGR
include_peers true Sector PEG comparison
lookback_years 3 Historical CAGR computation window

Methodology

Retrieval Scope

structured_only — PEG uses XBRL earnings data + real-time price + earnings calendar for growth estimates.

Retrieval Strategy

See contracts/retrieval.md for the canonical decision tree; skill-specific retrieval detail is in references/methodology.md.

Temporal Scope

Default: 4 fiscal quarters (max 12). PEG uses trailing 4 quarters for LTM P/E; up to 12 for historical EPS CAGR if consensus unavailable.

Tool Allowlist

See frontmatter allowed_tools — 4 tools. get_realtime_quote for current price + PE (TTM). search_earnings_calendar for consensus EPS and long-term growth estimates. search_xbrl_facts for historical EPS to compute CAGR. search_companies for peer identification.

Protocol

Step-by-step execution detail is in references/methodology.md.

PEG Interpretation (Peter Lynch Framework)

PEG Range Rating Investment Implication
< 0.5 Deeply Undervalued Growth vastly exceeds valuation; investigate for hidden risks
0.5 – 1.0 Undervalued Classic Lynch buy zone; growth justifies the multiple
1.0 – 1.5 Fairly Valued Growth and valuation in equilibrium
1.5 – 2.0 Premium Market paying up for growth; needs above-consensus execution
> 2.0 Overvalued Growth insufficient to justify current multiple
Negative N/A Negative earnings — PEG not meaningful; use revenue-based metrics

Output File

Write the final deliverable to {ticker}/{YYYY-MM-DD_HHMM}_peg-valuation_{affix}.md.

Output Structure

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:

  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.

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.

Tool Fallbacks

Per-tool failure modes and fallback actions are tabulated in references/tool-fallbacks.md.

Memory & Snapshot

  • 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.

Final Summary (TUI)

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 No consensus or historical EPS Halt; cannot compute growth rate "Insufficient earnings data to compute growth rate for ."
Negative earnings PE (TTM) < 0 Compute only revenue-based metrics; flag PEG as N/A "PEG not applicable — has negative earnings."
Zero growth CAGR ≈ 0% PEG = ∞; flag as "no growth" case "Zero historical EPS growth — PEG effectively infinite."
MCP unreachable Preflight probe fails Halt "agentii data plane unreachable; check connection."
Files (agentii-investment-intelligence)
  • references
    • methodology.md 1.3 KB
      # peg-valuation — Methodology Detail
      
      Extracted from SKILL.md for progressive disclosure (US5).
      
      ## Retrieval Strategy
      
      Follow the retrieval strategy decision tree in `contracts/retrieval.md`. This skill uses:
      - Branch (a) for structured financial metrics via `search_xbrl_facts`.
      - Branch (d) for simple lookups via `get_realtime_quote` / `search_earnings_calendar`.
      
      ## Protocol
      
      1. **Pre-retrieval**: call `get_company_fiscal_calendar/{ticker}` then `get_ticker_coverage/{ticker}` .
      2. **Price data**: `get_realtime_quote(ticker)` → current stock price, PE (TTM), market cap, EPS (TTM).
      3. **Consensus estimates**: `search_earnings_calendar(ticker, fiscal_year=[latest, latest+1])` → consensus EPS (current year, next year), long-term growth rate estimate.
      4. **Historical EPS (fallback)**: if consensus growth unavailable, `search_xbrl_facts(ticker, concept=["EarningsPerShareDiluted"], fiscal_year=[latest, latest-1, latest-2, latest-3, latest-4])` → compute 3yr and 5yr EPS CAGR.
      5. **Compute PEG**:
       - PEG (LTM) = PE_TTM ÷ Consensus LTG (%)
       - PEG (NTM) = PE_NTM ÷ Consensus LTG (%)
       - PEG (Historical) = PE_TTM ÷ EPS CAGR_3yr (%)
      6. **Peer PEG comparison**: `search_companies` for sector peers → get PE + growth for each → compute peer PEGs → mean/median/high/low comparison.
      7. **Output**: per with YAML frontmatter .
      
    • modes.md 695 B
      # peg-valuation — Analyst Mode Definitions
      
      Derived from the skill's own methodology structure (scripts/mode_backfill.py, spec 046 M1).
      
      ### Mode: preflight
      
      **Objective**: Preflight analysis per the skill's methodology (see SKILL.md sections).
      
      ### Mode: triggers
      
      **Objective**: Triggers analysis per the skill's methodology (see SKILL.md sections).
      
      ### Mode: defaults
      
      **Objective**: Defaults analysis per the skill's methodology (see SKILL.md sections).
      
      ### Mode: methodology
      
      **Objective**: Methodology analysis per the skill's methodology (see SKILL.md sections).
      
      ### Mode: retrieval-scope
      
      **Objective**: Retrieval Scope analysis per the skill's methodology (see SKILL.md sections).
      
    • output-structure.md 1.4 KB
      # peg-valuation — Output Structure (full template)
      
      Extracted from SKILL.md for progressive disclosure (US5). The skill body keeps a compact summary under `## Output Structure`.
      
      1. **Executive Summary** — PEG (LTM + NTM), rating, 1-sentence investment implication
      2. **PEG Computation** — P/E numerator breakdown (LTM, NTM), growth rate denominator (source: consensus or historical CAGR), PEG result
      3. **Growth Rate Analysis** — consensus LTG vs historical CAGR, growth quality assessment (sustainable? accelerating? decelerating?)
      4. **Sector PEG Comparison** — peer PEG table with mean/median/high/low, target's percentile rank
      5. **Sensitivity** — PEG at varying growth rates (±5%, ±10%, ±20% from base case)
      6. **Limitations** — PEG not meaningful for cyclical, negative earnings, or zero-growth companies
      7. **Coverage Gaps & Citations** — data sources + citation index
      
      **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`.
      
    • tool-fallbacks.md 667 B
      # peg-valuation — Tool Fallbacks
      
      Extracted from SKILL.md for progressive disclosure (US5).
      
      | Tool | Failure Mode | Fallback Action | Coverage Annotation |
      |------|-------------|-----------------|---------------------|
      | `search_earnings_calendar` | No consensus LTG | Use historical EPS CAGR from XBRL | "Consensus growth unavailable; using 3yr historical EPS CAGR" |
      | `get_realtime_quote` | Rate limit | Use latest quarter EPS from XBRL + manual price input prompt | "Real-time price unavailable; prompt user for current price" |
      | Negative earnings | PE < 0 | Flag "PEG not meaningful"; suggest EV/Revenue or P/S | "Negative earnings — PEG not applicable" |
      
  • SKILL.md 6.4 KB
    ---
    name: peg-valuation
    multi_ticker_semantics: target_with_optional_peers
    description: PEG valuation, Price Earnings to Growth ratio, Peter Lynch PEG methodology, growth-adjusted valuation, earnings growth rate, PE ratio valuation, PEG sector comparison, undervalued growth stocks, fair value PEG
    temporal_scope:
     default_quarters: 4
     max_quarters: 12
     description: "Trailing 4 quarters for current PE; up to 12 for historical CAGR"
    allowed_tools:
     - search_xbrl_facts
     - search_companies
     - get_realtime_quote
     - search_earnings_calendar
    retrieval_scope: structured_only
    min_tool_diversity: 4
    ---
    
    # PEG Valuation
    
    Peter Lynch PEG (Price/Earnings to Growth) methodology. PEG = P/E Ratio ÷ Earnings Growth Rate (%). Growth-adjusted valuation that answers: "Is this stock's growth justifying its multiple?"
    
    ## Preflight
    
    Run the canonical pre-flight sequence — MCP health probe, ticker resolution, workspace `style.md` override, memory load, and coverage check. See `contracts/preflight.md`.
    
    **`get_realtime_quote` availability **: If `get_realtime_quote` is not yet deployed, prompt user for current stock price. PE numerator from `search_earnings_calendar` (NTM consensus EPS × current price = PE) as fallback.
    
    Include the `X-Agentii-Trace` header on every tool call per `contracts/x-agentii-trace-header.md`.
    ## Triggers
    
    - PEG valuation for {ticker}
    - compute PEG ratio {ticker}
    - Peter Lynch PEG {ticker}
    - growth-adjusted valuation {ticker}
    - is {ticker} undervalued by PEG
    - PEG analysis {ticker}
    - price earnings growth {ticker}
    - compare PEG across peers
    - {ticker} PEG vs sector
    - growth at reasonable price {ticker}
    
    ## Defaults
    
    | Parameter | Default | Notes |
    |-----------|---------|-------|
    | growth_source | consensus | consensus estimates preferred; fallback to historical CAGR |
    | include_peers | true | Sector PEG comparison |
    | lookback_years | 3 | Historical CAGR computation window |
    
    ## Methodology
    
    ### Retrieval Scope
    
    `structured_only` — PEG uses XBRL earnings data + real-time price + earnings calendar for growth estimates.
    
    ### Retrieval Strategy
    
    See `contracts/retrieval.md` for the canonical decision tree; skill-specific retrieval detail is in `references/methodology.md`.
    
    ### Temporal Scope
    
    Default: 4 fiscal quarters (max 12). PEG uses trailing 4 quarters for LTM P/E; up to 12 for historical EPS CAGR if consensus unavailable.
    
    ### Tool Allowlist
    
    See frontmatter `allowed_tools` — 4 tools. `get_realtime_quote` for current price + PE (TTM). `search_earnings_calendar` for consensus EPS and long-term growth estimates. `search_xbrl_facts` for historical EPS to compute CAGR. `search_companies` for peer identification.
    
    ### Protocol
    
    Step-by-step execution detail is in `references/methodology.md`.
    
    ### PEG Interpretation (Peter Lynch Framework)
    
    | PEG Range | Rating | Investment Implication |
    |-----------|--------|----------------------|
    | < 0.5 | Deeply Undervalued | Growth vastly exceeds valuation; investigate for hidden risks |
    | 0.5 – 1.0 | Undervalued | Classic Lynch buy zone; growth justifies the multiple |
    | 1.0 – 1.5 | Fairly Valued | Growth and valuation in equilibrium |
    | 1.5 – 2.0 | Premium | Market paying up for growth; needs above-consensus execution |
    | > 2.0 | Overvalued | Growth insufficient to justify current multiple |
    | Negative | N/A | Negative earnings — PEG not meaningful; use revenue-based metrics |
    
    ## Output File
    
    Write the final deliverable to `{ticker}/{YYYY-MM-DD_HHMM}_peg-valuation_{affix}.md`.
    
    ## Output Structure
    
    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:
    
    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`.
    
    **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`.
    
    ## Tool Fallbacks
    
    Per-tool failure modes and fallback actions are tabulated in `references/tool-fallbacks.md`.
    
    ## Memory & Snapshot
    
    - **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`.
    
    ## Final Summary (TUI)
    
    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 | No consensus or historical EPS | Halt; cannot compute growth rate | "Insufficient earnings data to compute growth rate for {ticker}." |
    | Negative earnings | PE (TTM) < 0 | Compute only revenue-based metrics; flag PEG as N/A | "PEG not applicable — {ticker} has negative earnings." |
    | Zero growth | CAGR ≈ 0% | PEG = ∞; flag as "no growth" case | "Zero historical EPS growth — PEG effectively infinite." |
    | MCP unreachable | Preflight probe fails | Halt | "agentii data plane unreachable; check connection." |
    

Comments (0)

Sign in to join the conversation.

No comments yet.

Reviews (0)

No reviews yet.

Related