suede-ops-assessment

suede-ops-assessment is a skill for Claude Code, Codex from JasonColapietro/suede-creator-skills. It costs 197 tokens per session (2,801 once invoked), scanned A, original, MIT.

A method for designing an operation's data, workflows, tools, and decision points before building or automating it.

In plain words
What is it for?
It is for defining business entities, listing recurring work, deciding which tools to keep or remove, and assigning each task to automation, an AI agent, or a person.
Why use it?
It reduces errors caused by fragmented data, unclear ownership, duplicate write paths, or sending work to the wrong kind of system.

Skill for Claude CodeCodex

Written for Claude Code and Codex: shipped in a Claude Code plugin, but also agents/openai.yaml present.

Part of the suede-skills plugin — 78 skills, 6 agents, 3 MCP servers shipped together

Good fit It is for defining business entities, listing recurring work, deciding which tools to keep or remove, and assigning each task to automation, an AI agent, or a person.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jasoncolapietro/suede-creator-skills/suede-ops-assessment
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 JasonColapietro/suede-creator-skills --skill suede-ops-assessment
Clone the repo
git clone --depth 1 https://github.com/JasonColapietro/suede-creator-skills

Made for: Claude Code, Codex.

Or install suede-skills, the plugin that ships this one along with the rest of its 78 skills, 6 agents, 3 MCP servers.

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 suede-ops-assessment

README.md
[![agentmods](https://agentmods.dev/badge/skills/jasoncolapietro/suede-creator-skills/suede-ops-assessment/github.svg)](https://agentmods.dev/skills/jasoncolapietro/suede-creator-skills/suede-ops-assessment)
Your own site
<a href="https://agentmods.dev/skills/jasoncolapietro/suede-creator-skills/suede-ops-assessment"><img src="https://agentmods.dev/badge/skills/jasoncolapietro/suede-creator-skills/suede-ops-assessment/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 suede-ops-assessment

Your own site · 80×15
<a href="https://agentmods.dev/skills/jasoncolapietro/suede-creator-skills/suede-ops-assessment"><img src="https://agentmods.dev/badge/skills/jasoncolapietro/suede-creator-skills/suede-ops-assessment.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 197 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,801 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high YARA Match · line 3
    YARA rule matched a hack tool or exploit indicator (offensive tools, reconnaissance, privilege escalation, or exploit frameworks).
    Fix: Remove offensive tool references and exploit code. Legitimate agent skills should not contain penetration testing tools, exploit frameworks, or reconnaissance utilities.
How audits are shown
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 $0.00197 $0.02801
Opus 5 $0.00098 $0.01401
Sonnet 5 $0.00039 $0.00560
Haiku 4.5 $0.00020 $0.00280

Measured 9d ago against content hash 2fe1d9315262, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

suede-ops-assessment 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.

skills/suede-ops-assessment/SKILL.md · 264 lines

How it starts

The opening of the file, as written. The whole thing — 264 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Suede Ops Assessment

Iron law: map the floor, not the org chart.

Every operation has two maps. The leadership map describes how the business is meant to run. The floor map describes how the work actually gets done, including each workaround, each unofficial spreadsheet, and each extra step that exists because something broke once. A system designed from the leadership map gets routed around, because the people doing the work can feel the mismatch on day one.

This skill produces the floor map and the numbers attached to it. It stops before deciding what to build.

The requester's numbers are given

Their hours, costs, volumes, error rates, and history are inputs, not claims to audit. No step here verifies, scores, hedges, or gates on a figure the requester supplied.

What does get audited is anything this skill produces: a benchmark it reached for, an estimate it filled in, a process step it inferred rather than heard. Mark every one of those inline as [assumed] and list them in the Output Contract, so a reader can tell the operation's own numbers from this skill's.

Never substitute an industry average for a number the requester has. Ask for theirs, or record the line as missing.

Before Starting

  1. Scope — which processes, departments, or surfaces are in the assessment.
  2. Access — what the requester has authorized you to read. Work inside it.
  3. Who does the work — names or roles per process, separated into people who perform it and people who manage it.
  4. Self-applied or on behalf — a founder assessing their own operation reads Step 5 differently from an outside team assessing a client's.

Read references/interview-guide.md before the first interview.

Step 1 — Interview the floor

Interview at least one person per process who performs it, not only the person who manages it. Where the two descriptions differ, record both and mark the performer's version as the floor map.

Run it as a walkthrough rather than a survey: the question is what happens next, repeated until the process ends. The guide carries the full question bank; these four earn their place in every interview.

Read the full file on GitHub · 264 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 · 264 lines · 197 tokens per session scan A 2fe1d9315262

Subscribe to this mod's changes

suede-ops-assessment is a skill published in the GitHub repository JasonColapietro/suede-creator-skills (135 stars, last pushed today), licensed MIT. It adds 197 tokens to every session and 2,801 once invoked, about $0.0010 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 2026-09-03.

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