public-equity-research: Skill for Claude Code

.claude/skills/query-interpreter/SKILL.md

query-interpreter is a skill for Claude Code from lowtidebuild/public-equity-research. It costs 0 tokens per session (2,229 once invoked), scanned A, original, Apache-2.0.

A query-reading step for an investment-analysis workflow. It identifies stock symbols, the requested kind of analysis, the language, and whether the request is valid.

In plain words
What is it for?
Use it to interpret requests such as “analyze Apple,” distinguish analysis from price-only questions, resolve stock symbols, and prepare the request for later analysis steps.
Why use it?
It prevents the workflow from treating a simple price question as a full company analysis or from analyzing the wrong stock. It also handles requests involving several stocks.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions CLAUDE.md.

This is lowtidebuild/public-equity-research's own configuration. It tells Claude Code how to work on public-equity-research itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything public-equity-research configures →

Reuse

Borrowing it

Nothing to install: this file belongs to lowtidebuild/public-equity-research. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/lowtidebuild/public-equity-research/main/.claude/skills/query-interpreter/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/lowtidebuild/public-equity-research

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for query-interpreter

README.md
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Your own site
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agentmods 80×15 button for query-interpreter

Your own site · 80×15
<a href="https://agentmods.dev/skills/lowtidebuild/public-equity-research/query-interpreter"><img src="https://agentmods.dev/badge/skills/lowtidebuild/public-equity-research/query-interpreter.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,229 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.02229
Opus 5 $0.00000 $0.01115
Sonnet 5 $0.00000 $0.00446
Haiku 4.5 $0.00000 $0.00223

Measured 9d ago against content hash 01b3ef9b647b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

query-interpreter scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/query-interpreter/SKILL.md · 187 lines

How it starts

The opening of the file, as written. The whole thing — 187 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Query Interpreter — SKILL.md

Role: Step 1 — Parse the user's query to extract ticker(s), determine output mode, detect language, and validate intent. Triggered by: CLAUDE.md after Step 0 determines fresh collection needed Reads: User query, references/ticker-resolution-guide.md Writes: Sets session variables: ticker, market, output_mode, output_language, peers (if multi-ticker) References: ticker-resolution-guide.md


Instructions

Step 1.1 — Detect Analysis Intent

First, determine if this is an analysis request or a price-only query (not supported).

Price-only queries (not supported — respond with guidance):

  • "X 지금 얼마야?" / "X current price?" / "What is X trading at?"
  • "X 시총이 얼마야?" / "X market cap?"
  • "X 52주 최고가?" / "X 52-week high?"
  • Any query asking for a single data point without analysis context
IF price-only query detected:
    → Respond: "가격 조회는 지원하지 않습니다. Yahoo Finance / Perplexity에서 확인하시거나,
                '{ticker} 분석해줘'로 심층 분석을 요청하세요."
    → Do not proceed further

Analysis triggers (full analysis — proceed with workflow):

  • "X 분석해줘" / "Analyze X"
  • "X 어때?" / "What do you think about X?"
  • "X 투자할 만해?" / "Is X worth investing in?"
  • Any query implying an investment recommendation or thesis

Step 1.2 — Detect Multi-Ticker Query

Check for comparison/peer analysis indicators:

Multi-ticker triggers: vs, versus, 비교, and, compare, , , comma-separated tickers

Examples:

  • "AAPL vs MSFT" → 2 tickers, Workflow 2
  • "AAPL, MSFT, GOOGL 비교" → 3 tickers, Workflow 2
  • "삼성전자 vs SK하이닉스" → 2 Korean tickers, Workflow 2
IF multi-ticker:
    → Set workflow = 2
    → Extract all tickers (deduplicated, max 5)
    → Set output_mode = "B" (default for Workflow 2) unless user specifies differently

Step 1.3 — Ticker Resolution

US tickers (1–5 uppercase letters):

  • Direct: AAPL, MSFT, NVDA, TSLA
  • Case-insensitive: "aapl" → "AAPL"
  • With exchange suffix: "AAPL:NASDAQ" → "AAPL"

Read the full file on GitHub · 187 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 187 lines · 0 tokens per session scan A 01b3ef9b647b

Subscribe to this mod's changes

query-interpreter is a skill published in the GitHub repository lowtidebuild/public-equity-research (46 stars, last pushed 1mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 2,229 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.