fingerprint

fingerprint is a command for coding agents from Nisus74/humanise. It costs 0 tokens per session (144 once invoked), scanned A, original, MIT.

A command for building a voice profile from writing samples, including examples of edits and rejected wording.

In plain words
What is it for?
It is for regenerating a voice fingerprint after adding samples, identifying confirmed and tentative patterns, and recording gaps in channel or audience coverage.
Why use it?
It helps writing tools follow the user's actual communication choices instead of relying on generic style assumptions.

Command

Part of the humanise plugin — 1 skill, 7 commands, 5 agents, 2 hooks 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/nisus74/humanise/fingerprint
Clone the repo
git clone --depth 1 https://github.com/Nisus74/humanise

Or install humanise, the plugin that ships this one along with the rest of its 1 skill, 7 commands, 5 agents, 2 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 fingerprint

README.md
[![agentmods](https://agentmods.dev/badge/commands/nisus74/humanise/fingerprint.svg)](https://agentmods.dev/commands/nisus74/humanise/fingerprint)
Your own site
<a href="https://agentmods.dev/commands/nisus74/humanise/fingerprint"><img src="https://agentmods.dev/badge/commands/nisus74/humanise/fingerprint.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 144 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 $0.00000 $0.00144
Opus 5 $0.00000 $0.00072
Sonnet 5 $0.00000 $0.00029
Haiku 4.5 $0.00000 $0.00014

Measured 4d ago against content hash f46852f7ab62, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

fingerprint 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 4d 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.

skill/commands/fingerprint.md · 13 lines

What it actually says

humanise: fingerprint

(Re)generate the user's voice fingerprint from their corpus. Run after adding profile/sample-*.md samples.

Follow scripts/generate-fingerprint.md: read every raw sample, the negative examples and the user's recorded edits. Extract decisions before surface habits. Label each pattern confirmed, supported or provisional, cite its evidence, write profile/voice-fingerprint.md, and name the channel and relationship gaps. The same step may rebuild the advisory voiceprint baseline.

Direct draft-to-final edit pairs are stronger than another polished sample. Regenerate after roughly five useful additions or when a channel first gains direct coverage. Never turn one occurrence into a personal rule.

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. 4d ago First seen · 13 lines · 0 tokens per session scan A f46852f7ab62

Subscribe to this mod's changes

fingerprint is a command published in the GitHub repository Nisus74/humanise (1 stars, last pushed 8d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 144 tokens. 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.