earnings-analysis

earnings-analysis is a command for Claude Code from ololand-ai/ololand-plugins. It costs 23 tokens per session (397 once invoked), scanned A, original, Apache-2.0.

A command that reviews an earnings-call transcript, the recorded discussion between a public company's management and investors, for business and deal risks.

In plain words
What is it for?
Assessing management tone, changes to revenue or profit guidance, customer and liquidity risks, and diligence requests.
Why use it?
It turns a long transcript into specific changes, warning signs, and follow-up questions for due diligence.

Command for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the ololand-dd plugin — 22 skills, 52 commands, 3 agents shipped together

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.

agentmods
npx agentmods add commands/ololand-ai/ololand-plugins/earnings-analysis
Clone the repo
git clone --depth 1 https://github.com/ololand-ai/ololand-plugins

Made for: Claude Code.

Or install ololand-dd, the plugin that ships this one along with the rest of its 22 skills, 52 commands, 3 agents.

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 earnings-analysis

README.md
[![agentmods](https://agentmods.dev/badge/commands/ololand-ai/ololand-plugins/earnings-analysis.svg)](https://agentmods.dev/commands/ololand-ai/ololand-plugins/earnings-analysis)
Your own site
<a href="https://agentmods.dev/commands/ololand-ai/ololand-plugins/earnings-analysis"><img src="https://agentmods.dev/badge/commands/ololand-ai/ololand-plugins/earnings-analysis.svg" alt="Measured on agentmods" height="20"></a>
Per session 23 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 397 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00023 $0.00397
Opus 5 $0.00012 $0.00198
Sonnet 5 $0.00005 $0.00079
Haiku 4.5 $0.00002 $0.00040

Measured 6d ago against content hash e5cd410a6641, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

earnings-analysis 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 6d 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.

plugins/ololand-dd/commands/earnings-analysis.md · 47 lines

What it actually says

Earnings Analysis

Run the deal-scoped earnings-call workbench. Use this for public-company targets, public comps, or any target with management-call transcripts that should feed diligence.

Usage

/earnings-analysis <deal_id> <transcript_or_segments>

Arguments

  • deal_id (required) - The deal to analyze.
  • segments (required) - Transcript segments. Accept a pasted transcript, a local file path, or structured segment objects.
  • company_name (optional) - Company name to display in the analysis.
  • call_date (optional) - Call date.

Execution

  1. If the user provides a file path, read the transcript and split it into speaker-aware segments when possible.
  2. Call analyze_earnings_call(deal_id, segments, company_name, call_date).
  3. Use the returned view_url for web app handoff.

Output

Render:

  • Management tone - sentiment, vocal/tone stress where available, and notable topic shifts.
  • Guidance deltas - changed revenue, EBITDA, margin, cash-flow, or capex expectations.
  • Risk signals - evasive answers, customer concentration, pricing pressure, churn, regulatory, liquidity, covenant, or working-capital flags.
  • Follow-up asks - documents or management questions that should enter the diligence request list.

Guardrails

  • Do not overstate vocal stress as deception. Treat it as a diligence signal that needs corroborating evidence.
  • Preserve citations or transcript timestamps for any quote or numerical claim.

Output URL Conventions

Use the tool-returned view_url. Canonical surface:

  • Earnings analysis: https://app.ololand.ai/deals/{deal_id}/analysis/earnings
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. 6d ago First seen · 47 lines · 23 tokens per session scan A e5cd410a6641

Subscribe to this mod's changes

earnings-analysis is a command published in the GitHub repository ololand-ai/ololand-plugins (0 stars, last pushed yesterday), licensed Apache-2.0. It adds 23 tokens to every session and 397 once invoked, about $0.0001 per session on Opus 5. 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 2026-08-31.