verify-outcome

verify-outcome is a command for Claude Code from shalintripathi/organic-os. It costs 15 tokens per session (38 once invoked), scanned A, original, MIT.

A command that recalculates a recorded outcome from raw data and compares the result with the original claim.

In plain words
What is it for?
Use it to verify metrics, conclusions, or other outcomes that have already been recorded.
Why use it?
It checks whether a reported result matches the underlying data.

Command for Claude Code

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

Part of the organic-os plugin — 24 skills, 24 commands, 14 agents shipped together

Good fit Use it to verify metrics, conclusions, or other outcomes that have already been recorded.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/shalintripathi/organic-os/verify-outcome
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/shalintripathi/organic-os

Made for: Claude Code.

Or install organic-os, the plugin that ships this one along with the rest of its 24 skills, 24 commands, 14 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 verify-outcome

README.md
[![agentmods](https://agentmods.dev/badge/commands/shalintripathi/organic-os/verify-outcome/github.svg)](https://agentmods.dev/commands/shalintripathi/organic-os/verify-outcome)
Your own site
<a href="https://agentmods.dev/commands/shalintripathi/organic-os/verify-outcome"><img src="https://agentmods.dev/badge/commands/shalintripathi/organic-os/verify-outcome/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 verify-outcome

Your own site · 80×15
<a href="https://agentmods.dev/commands/shalintripathi/organic-os/verify-outcome"><img src="https://agentmods.dev/badge/commands/shalintripathi/organic-os/verify-outcome.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 15 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 38 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 $0.00015 $0.00038
Opus 5 $0.00008 $0.00019
Sonnet 5 $0.00003 $0.00008
Haiku 4.5 $0.00002 $0.00004

Measured 9d ago against content hash 21a20ce46efc, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

verify-outcome 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.

plugin/commands/verify-outcome.md · 5 lines

What it actually says

Invoke the organic-os:hoo-verify-outcome skill and follow it end to end.

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 · 5 lines · 15 tokens per session scan A 21a20ce46efc

Subscribe to this mod's changes

verify-outcome is a command published in the GitHub repository shalintripathi/organic-os (5 stars, last pushed 2d ago), licensed MIT. It adds 15 tokens to every session and 38 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.