Claude Skill

earnings-review

Manual, event-driven earnings review for a US or HK holding, backed by first-party filings. Use when a company reports, when a management promise comes due, or when a thesis review needs primary-source numbers. Produces a structured artifact under memory/earnings/<TICKER>/<period

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Part of kcnyu/clawock — 17 skills

Install

skills CLI npx skills add https://github.com/KCNyu/clawock/tree/master/skills/earnings-review
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install kcnyu-clawock@llmmart
Git git clone https://github.com/KCNyu/clawock.git

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

Skill manifest

Earnings Review

Event-driven, never scheduled. Run this when an issuer reports, when a commitment comes due, or before a thesis review that needs first-party numbers. It is not part of any cron path.

The output is not a report. It is memory/earnings/<TICKER>/<period>.json, and the Markdown you write afterwards is a rendering of that file.

What the code owns and what you own

Owned by clawock earnings Owned by you
Source grade A/B/C and whether footnote claims are allowed Reading the filing and paraphrasing what it says
Cash conversion, FCF, working-capital gaps, dilution, SBC share, margins Choosing which segments and footnotes matter
Guidance beat / inline / miss Recording the commitment and its measurable target
Promise roll-forward to met / partial / missed / not_due / unverifiable Locating the document that proves the result
The release gate over the provenance manifest Deciding whether the period changes the thesis

Never assert a computed number in prose. Run the script and quote its output.

Step 1 — collect first-party documents

Source order is not negotiable:

  • US — SEC filing (10-K/10-Q/8-K) or issuer IR first; clawock filings supplies the structured XBRL numbers used to verify them.
  • HK — HKEX announcement or issuer IR first; clawock fundamentals (Eastmoney) is a secondary structured source, never a substitute for a footnote.
  • A third-party summary may only fill a gap, and it lowers the grade.

Record each document once in documents[] with its source_class, a stable locator, retrieved_at, and whether it covers_period. Store a short paraphrase and the locator — never long transcript passages.

Grades are mechanical: A needs a covering primary document plus a structured dataset; B has the dataset but no covering primary document; C is third-party only. B/C disable every footnote claim, and the validator enforces that. A low grade describes the sources, not the company.

Step 2 — build the comparable history

At least four comparable quarters (or four half-years, or three annual periods). basis, currency and unit must be identical across every comparable — a GAAP/non-GAAP or currency switch mid-history is a validation error, not a caveat. revenue, net_income and ocf are mandatory per period; anything else you omit becomes an explicit unavailable with a reason instead of a number.

Step 3 — promises and capital allocation

Carry the previous period's ledger forward; a promise may never be dropped, and met/partial/missed are terminal.

clawock earnings promises \
  memory/earnings/TICKER/<previous>.json memory/earnings/TICKER/<current>.json

An overdue promise with no reported result becomes missed when this reporting period covers its due date, and unverifiable when the due date has merely passed with no covering report yet. Log buybacks, dividends, M&A, leverage changes, divestitures and new-business spend in capital_allocation[].

Step 4 — provenance and release

Every published number needs two independent sources in provenance (see clawock.provenance). The release gate refuses the artifact when any number is single-sourced or the two sources disagree beyond tolerance.

clawock earnings validate memory/earnings/TICKER/<period>.json
clawock earnings review   memory/earnings/TICKER/<period>.json

review prints the source grade, the provenance verdict, the quality metrics and anomaly_flags. A non-zero exit means the artifact is not releasable — fix the artifact, do not narrate around it.

Step 5 — hand evidence to the thesis, not a verdict

clawock earnings thesis-evidence memory/earnings/TICKER/<period>.json

This emits evidence[] rows in the thesis registry's shape plus dimension_suggestions. It deliberately carries no thesis state. To change a thesis, append these evidence rows to a new version of memory/theses/<thesis-id>.json and run the registry's own drift evaluator:

clawock thesis drift old.json new.json

The registry re-checks freshness itself and will reject a dimension change that leans on evidence older than the last check.

Hard limits

  • No persona scoring and no aggregate "master score" — a red-line or integrity failure is never averaged away by good numbers elsewhere.
  • No trade from a single earnings classification. Sizing stays with the existing decision and risk contracts.
  • A price move or a headline is not a filing fact.
  • Missing documents lower the grade. They never justify a fabricated number.
Files (clawock)
  • SKILL.md 5 KB
    ---
    name: earnings-review
    description: Manual, event-driven earnings review for a US or HK holding, backed by first-party filings. Use when a company reports, when a management promise comes due, or when a thesis review needs primary-source numbers. Produces a structured artifact under memory/earnings/<TICKER>/<period>.json whose earnings-quality math, promise ledger, and thesis evidence are computed by the packaged clawock earnings command — not by prose. Never places trades and never changes thesis state.
    ---
    
    # Earnings Review
    
    Event-driven, never scheduled. Run this when an issuer reports, when a commitment
    comes due, or before a thesis review that needs first-party numbers. It is not part
    of any cron path.
    
    The output is not a report. It is `memory/earnings/<TICKER>/<period>.json`, and the
    Markdown you write afterwards is a rendering of that file.
    
    ## What the code owns and what you own
    
    | Owned by `clawock earnings` | Owned by you |
    |---|---|
    | Source grade `A/B/C` and whether footnote claims are allowed | Reading the filing and paraphrasing what it says |
    | Cash conversion, FCF, working-capital gaps, dilution, SBC share, margins | Choosing which segments and footnotes matter |
    | Guidance beat / inline / miss | Recording the commitment and its measurable target |
    | Promise roll-forward to `met / partial / missed / not_due / unverifiable` | Locating the document that proves the result |
    | The release gate over the provenance manifest | Deciding whether the period changes the thesis |
    
    Never assert a computed number in prose. Run the script and quote its output.
    
    ## Step 1 — collect first-party documents
    
    Source order is not negotiable:
    
    - **US** — SEC filing (10-K/10-Q/8-K) or issuer IR first; `clawock filings`
      supplies the structured XBRL numbers used to verify them.
    - **HK** — HKEX announcement or issuer IR first; `clawock fundamentals`
      (Eastmoney) is a secondary *structured* source, never a substitute for a footnote.
    - A third-party summary may only fill a gap, and it lowers the grade.
    
    Record each document once in `documents[]` with its `source_class`, a stable
    `locator`, `retrieved_at`, and whether it `covers_period`. Store a short paraphrase
    and the locator — never long transcript passages.
    
    Grades are mechanical: **A** needs a covering primary document plus a structured
    dataset; **B** has the dataset but no covering primary document; **C** is
    third-party only. `B`/`C` disable every footnote claim, and the validator enforces
    that. A low grade describes the sources, not the company.
    
    ## Step 2 — build the comparable history
    
    At least four comparable quarters (or four half-years, or three annual periods).
    `basis`, `currency` and `unit` must be identical across every comparable — a
    GAAP/non-GAAP or currency switch mid-history is a validation error, not a caveat.
    `revenue`, `net_income` and `ocf` are mandatory per period; anything else you omit
    becomes an explicit `unavailable` with a reason instead of a number.
    
    ## Step 3 — promises and capital allocation
    
    Carry the previous period's ledger forward; a promise may never be dropped, and
    `met/partial/missed` are terminal.
    
    ```bash
    clawock earnings promises \
      memory/earnings/TICKER/<previous>.json memory/earnings/TICKER/<current>.json
    ```
    
    An overdue promise with no reported result becomes `missed` when this reporting
    period covers its due date, and `unverifiable` when the due date has merely passed
    with no covering report yet. Log buybacks, dividends, M&A, leverage changes,
    divestitures and new-business spend in `capital_allocation[]`.
    
    ## Step 4 — provenance and release
    
    Every published number needs two independent sources in `provenance` (see
    `clawock.provenance`). The release gate refuses the artifact when
    any number is single-sourced or the two sources disagree beyond tolerance.
    
    ```bash
    clawock earnings validate memory/earnings/TICKER/<period>.json
    clawock earnings review   memory/earnings/TICKER/<period>.json
    ```
    
    `review` prints the source grade, the provenance verdict, the quality metrics and
    `anomaly_flags`. A non-zero exit means the artifact is not releasable — fix the
    artifact, do not narrate around it.
    
    ## Step 5 — hand evidence to the thesis, not a verdict
    
    ```bash
    clawock earnings thesis-evidence memory/earnings/TICKER/<period>.json
    ```
    
    This emits `evidence[]` rows in the thesis registry's shape plus
    `dimension_suggestions`. It deliberately carries no thesis state. To change a
    thesis, append these evidence rows to a new version of
    `memory/theses/<thesis-id>.json` and run the registry's own drift evaluator:
    
    ```bash
    clawock thesis drift old.json new.json
    ```
    
    The registry re-checks freshness itself and will reject a dimension change that
    leans on evidence older than the last check.
    
    ## Hard limits
    
    - No persona scoring and no aggregate "master score" — a red-line or
      integrity failure is never averaged away by good numbers elsewhere.
    - No trade from a single earnings classification. Sizing stays with the existing
      decision and risk contracts.
    - A price move or a headline is not a filing fact.
    - Missing documents lower the grade. They never justify a fabricated number.
    

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