A command that ranks stock candidates for a topic or a default watchlist. A watchlist is a set of investments being monitored, not a recommendation to buy them.

Use it to produce a ranked list with tickers, prices, scores, confidence, investment explanations, risks, and trading-activity measures.

It brings company scores, supporting evidence, catalysts, risks, and liquidity information together instead of showing only a positive case.

discover — Command for Claude Code by moshcoder/moshcode

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/moshcoder/moshcode

Made for: Claude Code.

Or install stocks, the plugin that ships this one along with the rest of its 4 commands.

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.

README.md

[![agentmods](https://agentmods.dev/badge/commands/moshcoder/moshcode/discover/github.svg)](https://agentmods.dev/commands/moshcoder/moshcode/discover)

Your own site

<a href="https://agentmods.dev/commands/moshcoder/moshcode/discover"><img src="https://agentmods.dev/badge/commands/moshcoder/moshcode/discover/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/commands/moshcoder/moshcode/discover"><img src="https://agentmods.dev/badge/commands/moshcoder/moshcode/discover.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 16 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 377 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 1 finding. 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.

Model	Per session	Once invoked
Fable 5.1	$0.00016	$0.00377
Opus 5.5	$0.00006	$0.00151
Sonnet 5.5	$0.00003	$0.00075
Haiku 4.5	$0.00002	$0.00038

Measured 1mo ago against content hash ac569811439d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

discover scanned grade A with 1 finding 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 1mo 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

allowed-tools: Bash(moshcode stocks:*), Bash(curl -sS https://advis0r.com/api/:*)

plugins/stocks/commands/discover.md · 38 lines

What it actually says

Task

Rank candidates for $ARGUMENTS (no topic → the default watchlist).

moshcode stocks discover $ARGUMENTS --limit 10 --json

Fallback: curl -sS --max-time 180 "https://advis0r.com/api/discover?topic=<url-encoded>&provider=offline&horizon=2&limit=10"

This route runs an analysis per candidate and can take minutes. Tell the user it is working before you start, and do not retry on a timeout — re-running it costs the same minutes again.

Reading the response

candidates is ranked, each with rank, ticker, companyName, lastPrice, overallScore, confidence, classification, thesis, primaryCatalyst, mainRisk, independentConfirmation, plus liquidity fields (bidAskSpreadPercent, avgVolume, float, marketCap).

Rules

Lead with rank, ticker, overallScore, and classification.
Print mainRisk next to every thesis. A ranked list that shows only the bull case is a pitch, not research.
provider: offline means these scores are deterministic rules, not a model. Say which provider produced the ranking.
Flag illiquidity: a wide bidAskSpreadPercent or thin avgVolume matters more than the score for anything small-cap.
End with the response's own disclaimer.

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.

1mo ago First seen · 38 lines · 16 tokens per session scan A ac569811439d

Subscribe to this mod's changes

discover is a command published in the GitHub repository moshcoder/moshcode (3 stars, last pushed 4d ago), licensed MIT. It adds 16 tokens to every session and 377 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Finance and fintech moshcoding

discover

Getting it into your agent

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Makes network callslowCapability

What it actually says

Task

Reading the response

Rules

What this file has done since we first saw it

Other commands, from other repositories

valuation-methods

merit-reconcile

cost-per-task

audit-checklist

scan

audit