business-delivery

business-delivery is a skill for Claude Code from megamen32/LastHumanCommit. It costs 19 tokens per session (275 once invoked), scanned A, original, MIT.

A procedure for proving and handing off an accepted business result, rather than merely completing code or process steps. It focuses on the real production path and the shortest useful test in that path.

In plain words
What is it for?
Use it to define the accepted result, choose the least-cost implementation or delegation route, verify the source and deployment separately, run a real canary, and report blockers or deferred work.
Why use it?
It prevents technical proxies from being mistaken for a working outcome. It also keeps optional review or hardening work proportional to the actual risk and acceptance criteria.

Skill for Claude Code

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

Part of the last-human-commit plugin — 20 skills, 5 hooks shipped together

Good fit Use it to define the accepted result, choose the least-cost implementation or…

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/megamen32/lasthumancommit/business-delivery
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 megamen32/LastHumanCommit --skill business-delivery
Clone the repo
git clone --depth 1 https://github.com/megamen32/LastHumanCommit

Made for: Claude Code.

Or install last-human-commit, the plugin that ships this one along with the rest of its 20 skills, 5 hooks.

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 business-delivery

README.md
[![agentmods](https://agentmods.dev/badge/skills/megamen32/lasthumancommit/business-delivery.svg)](https://agentmods.dev/skills/megamen32/lasthumancommit/business-delivery)
Your own site
<a href="https://agentmods.dev/skills/megamen32/lasthumancommit/business-delivery"><img src="https://agentmods.dev/badge/skills/megamen32/lasthumancommit/business-delivery.svg" alt="Measured on agentmods" height="20"></a>
Per session 19 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 275 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 $0.00019 $0.00275
Opus 5 $0.00010 $0.00138
Sonnet 5 $0.00004 $0.00055
Haiku 4.5 $0.00002 $0.00028

Measured 6d ago against content hash 86cf891190b8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

business-delivery 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/last-human-commit/skills/business-delivery/SKILL.md · 33 lines

What it actually says

Business Delivery

Use when work must end in the user's accepted outcome rather than activity or a code-only proxy.

Procedure

  1. Confirm the current business claim, accepted MVP Definition of Done, actual production consumer path, and shortest real canary.
  2. Choose direct Lead work or delegation by total expected cost.
  3. Use the cheapest evidence sufficient for the exact business claim.
  4. Add Reviewer, Tester, Overseer, Critic, or hardening only when concrete risk makes their expected value exceed their cost.
  5. Report source/test proof, deployment state, and real-canary proof separately.
  6. Stop when the accepted claim is proven and hand off deferred optional work as non-blocking.
  7. For work crossing an hour or its original maximum, include the time guard's completed-task/file, planned-versus-actual, blocker/gate, and route-change report.

Do not

  • Do not substitute process completion or technical proxies for the requested result.
  • Do not silently strengthen an accepted MVP claim.
  • Do not skip a role that is genuinely required by current risk, but do not run a role merely because a template once made it mandatory.
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 · 33 lines · 19 tokens per session scan A 86cf891190b8

Subscribe to this mod's changes

business-delivery is a skill published in the GitHub repository megamen32/LastHumanCommit (2 stars, last pushed yesterday), licensed MIT. It adds 19 tokens to every session and 275 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.

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