roi-estimator

roi-estimator is a skill for Claude Code, Codex from staruhub/CrewClaw. It costs 24 tokens per session (176 once invoked), scanned A, original, Apache-2.0.

A guide for estimating whether using an AI model or agent for a workflow could be worthwhile financially.

In plain words
What is it for?
It is for listing build and running costs, estimating time or quality benefits, calculating a rough return range, and identifying the main risks.
Why use it?
It replaces a single unsupported return estimate with stated assumptions, ranges, costs, possible benefits, and uncertainties.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It is for listing build and running costs, estimating time or quality benefits, calculating a rough return range, and identifying the main risks.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/staruhub/crewclaw/roi-estimator
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.

Any agent
npx skills add staruhub/CrewClaw --skill roi-estimator
Clone the repo
git clone --depth 1 https://github.com/staruhub/CrewClaw

Made for: Claude Code, Codex.

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 roi-estimator

README.md
[![agentmods](https://agentmods.dev/badge/skills/staruhub/crewclaw/roi-estimator/github.svg)](https://agentmods.dev/skills/staruhub/crewclaw/roi-estimator)
Your own site
<a href="https://agentmods.dev/skills/staruhub/crewclaw/roi-estimator"><img src="https://agentmods.dev/badge/skills/staruhub/crewclaw/roi-estimator/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.

agentmods 80×15 button for roi-estimator

Your own site · 80×15
<a href="https://agentmods.dev/skills/staruhub/crewclaw/roi-estimator"><img src="https://agentmods.dev/badge/skills/staruhub/crewclaw/roi-estimator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 176 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 $0.00024 $0.00176
Opus 5 $0.00012 $0.00088
Sonnet 5 $0.00005 $0.00035
Haiku 4.5 $0.00002 $0.00018

Measured 10d ago against content hash 59d29c3b1f07, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

roi-estimator 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 10d 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.

experts/ai-adoption-whale/skills/advisory/roi-estimator/SKILL.md · 25 lines

What it actually says

ROI Estimator

Overview

Estimate ROI with structured, honest assumptions — investment, benefit hypotheses, and risks — not a single confident number.

When to Use

When the user wants a business case for adopting AI in a workflow.

Workflow

  1. List the investment: model/API cost, build effort, maintenance.
  2. List benefit hypotheses: time saved, quality lift, capacity gained — each as a range.
  3. Compute a rough ROI range from the assumptions; show the formula.
  4. State the top risks/uncertainties; mark unverified numbers as [placeholder].
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. 10d ago First seen · 25 lines · 24 tokens per session scan A 59d29c3b1f07

Subscribe to this mod's changes

roi-estimator is a skill published in the GitHub repository staruhub/CrewClaw (22 stars, last pushed 3d ago), licensed Apache-2.0. It adds 24 tokens to every session and 176 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 2026-08-30.

Related

Other skills, from other repositories

comparable-company-analysis

A workflow for comparing a publicly listed company with similar listed companies. It examines their businesses, financial results, competitors, and recent developments.

wanxingai/LightAgent · 46 tokens

财经分析工具包

A set of finance analysis tools for stocks, markets, portfolios, and financial news. It includes data retrieval, technical indicators such as moving averages and RSI, trend analysis, risk assessment, and allocation suggestions.

wanxingai/LightAgent · 35 tokens

payment-session

Streaming + recurring billing for OpenClaw agents over x402 — meter pay-as-you-go usage or run a subscription, settle in batches through payx402, with a hard per-session spend cap. Non-custodial.

Parad0x-Labs/openclaw-skills · 49 tokens

parad0x-mcp-server

MCP server exposing the full Parad0x Labs stack — x402 payment quotes, on-chain receipt anchoring on Solana mainnet-beta, Dark Passport lookup, outcome receipts, receipt compression, and live program discovery. Runs over stdio, works with Claude Desktop and any MCP client.

Parad0x-Labs/openclaw-skills · 66 tokens

dna-payment-bridge

Bridges DNA x402 micropayment audit logs and signed receipts into Liquefy vaults as verifiable proof artifacts. Exports audit events, converts receipts to proof artifacts, and optionally anchors each receipt hash on Solana via an SPL Memo transaction.

Parad0x-Labs/openclaw-skills · 55 tokens

openclaw-x402-pay

Pay x402-gated APIs and AI agents on Solana — builds an unsigned payment transaction, verifies settlement on-chain, and returns a receipt hash. Hard spend cap enforced before any transaction. BYO signer, no keys held.

Parad0x-Labs/openclaw-skills · 53 tokens