Agent skill

Suede Ops Assessment

by JasonColapietro in JasonColapietro/suede-creator-skills

Suede-owned operations-assessment discipline that maps how work actually happens before anyone designs a system: floor-level interviews with the people who do the work, an inventory of every silo…

MITAuto-check passedDocuments & Office

Install Suede Ops Assessment

skills CLI
$ npx skills add JasonColapietro/suede-creator-skills --skill suede-ops-assessment -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install JasonColapietro/suede-creator-skills suede-ops-assessment --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/JasonColapietro/suede-creator-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/suede-ops-assessment .claude/skills/suede-ops-assessment && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
suede-ops-assessment
GitHub stars
127
Token cost
~3.2k tokens
SKILL.md length
1,681 words
Files
5 (incl. references)
Skills in repo
78
Repo updated
First seen
Licence
MIT

At a glance

Suede-owned operations-assessment discipline that maps how work actually happens before anyone designs a system: floor-level interviews with the people who do the work, an inventory of every silo…

  • Works in 6 steps: Interview the floor → Inventory every silo → Quantify the friction in their numbers → …
  • Nobody can answer what to automate
  • SKILL.md covers The requester's numbers are…, Before Starting, Step 1: Interview the floor and Step 2: Inventory every silo, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Suede Ops Assessment is an agent skill from JasonColapietro/suede-creator-skills. Suede-owned operations-assessment discipline that maps how work actually happens before anyone designs a system: floor-level interviews with the people who do the work, an inventory of every silo including spreadsheets and inboxes used as databases, friction quantified in the requester's own numbers, opportunities ranked by annual value against build complexity, and adoption watched for the thirty days after launch. Use when nobody can answer what to automate, when an operation needs auditing before a build, when…

Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `CARD.md`, `agents/openai.yaml` and `evals/evals.json`).

It sits in Documents & Office, covering Excel spreadsheets, Market research and Email management. The repository describes itself as: Open-source AI skills for SEO, AI search visibility, conversion copy, marketing strategy, and business operations. Reusable workflows for Claude Code and Codex, plus code review… The licence is MIT.

When your agent uses it

  • Nobody can answer what to automate
  • An operation needs auditing before a build
  • Tribal-knowledge and key-person risk has to surface
  • A shipped system is quietly being routed around

Example prompts

  • “/suede-ops-assessment”

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Interview the floor
  2. Inventory every silo
  3. Quantify the friction in their numbers
  4. Rank the opportunities
  5. Read the engagement signal
  6. Watch adoption for thirty days

What it can do on your machine

Read from SKILL.md and the folder at commit e5f94d7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Suede Ops Assessment loads about 3.2k tokens when it runs, and up to ~4.4k if it reads all its reference files. Until then it costs about 257 tokens; SKILL.md has 1,681 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~257
When it runs · the whole SKILL.md, loaded when a task matches
~3.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from JasonColapietro/suede-creator-skills at commit e5f94d7, republished under its MIT licence (© JasonColapietro). 1,681 words, ~3,168 tokens.

Download SKILL.mdSave it as .claude/skills/suede-ops-assessment/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
suede-ops-assessment
description
Suede-owned operations-assessment discipline that maps how work actually happens before anyone designs a system: floor-level interviews with the people who do the work, an inventory of every silo including spreadsheets and inboxes used as databases, friction quantified in the requester's own numbers, opportunities ranked by annual value against build complexity, and adoption watched for the thirty days after launch. Use when nobody can answer what to automate, when an operation needs auditing before a build, when tribal-knowledge and key-person risk has to surface, or when a shipped system is quietly being routed around. NOT FOR: deciding what to build and in what order once the map exists (use suede-ops-architecture); researching external customers rather than internal operators (use suede-customer-research); lead lifecycle, scoring, and CRM routing rules (use suede-revops); product instrumentation and dashboards (use suede-analytics); getting a new user to first value (use suede-onboarding).
metadata.version
1.0.0

Suede Ops Assessment

text
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.

  • Walk me through this from the beginning, including the steps too small to mention.
  • What do you type or copy by hand more than once?
  • Where does work sit and wait, and who is it waiting on?
  • If volume doubled next quarter, what breaks first?

That last one returns more than the rest combined. People work next to the weakest part of the operation every day and are rarely asked about it.

Count the exceptions rather than describing them. When someone says a path runs "only sometimes", ask how many of the last twenty cases took it. An exception that turns out to be a fifth of the volume is a main path nobody has drawn yet.

Follow up after two days. People remember the forgotten step, the second spreadsheet, and the quarterly exception once the interview has settled.

Gate. Every in-scope process has at least one performer interview. When the requester performs the process themselves, their own walkthrough is the performer interview: record it as such and move on rather than halting for a second person who does not exist.

Halt format. Stop. Name each process covered only by management description. Offer: schedule the performer interview, proceed and mark that process [leadership map only] throughout the blueprint, or drop it from scope. Wait for the choice.

Step 2: Inventory every silo

A silo is any place operational information lives that other systems cannot see. Catalog all of them: software, spreadsheets, shared drives, inboxes used as databases, and the messaging channels where decisions actually get made.

Record per entry: what it holds, who writes to it, who reads from it, what it overlaps with, and its monthly cost.

Cite a proof path for anything claimed to be live: a last-write timestamp, a seat count, an invoice line, or a recent export. A tool nobody can produce evidence for is recorded unknown, never assumed dead or alive.

Steps with no system behind them are the finding, not a gap in the inventory. A process step that lives only in somebody's memory is tribal knowledge: record it, name the person the operation stalls without, and carry it into the ranking as key-person risk.

Gate. Every step from Step 1 resolves to one of three: an inventory entry, a named tribal-knowledge holder, or manual work that depends on no system at all. Physical and judgment work belongs in the third bucket; recording it as tribal knowledge invents a risk that is not there.

Step 3: Quantify the friction in their numbers

Attach a figure to each bottleneck, built from three components. Show the inputs beside each result so a reader can check the arithmetic.

ComponentFormula
Laborhours per week × loaded hourly cost × 52
Errorcost per occurrence × occurrences per year
Throughputwork the team could not take on, priced the way the requester prices it

Throughput is the softest of the three, because it prices work that did not happen. Carry it as a separate line rather than folded into the total, and let Step 4 mark its confidence honestly.

Where a figure is missing, write missing: <what would settle it> on that line and carry it to the Output Contract. A bottleneck with no number is still a finding; it ranks below the ones that carry figures.

Quantify the process, never the person. Write "intake re-entry costs $40,000 a year", never "Dana wastes eight hours a week". The same arithmetic becomes a performance review the moment a name is attached to it, which is not what the requester asked for and not what the interviews were given under.

Show full SKILL.md (742 more words)Show less

Step 4: Rank the opportunities

Generating forty opportunities is easy. Knowing which six matter, which three come first, and which ten sound impressive and return little is the deliverable.

Score each opportunity:

  • Value: the annual figure from Step 3.
  • Complexity: start at 1 for the build itself, then add one point each for: every system touched beyond the first, every write path that changes, every exception branch from Step 1, and every human approval gate that stays. The floor of 1 is what keeps the simplest opportunity from dividing by zero.
  • Rank: value divided by complexity, sorted high to low.
  • Confidence: measured when the requester supplied the figure from their own records, stated when they supplied it from memory, missing when Step 3 could not fill it.

Report three groups explicitly: what to do first, what is real but later, and what looks impressive and returns little. The third group is the one that earns the assessment its fee, because it is the work nobody would otherwise decline.

Step 5: Read the engagement signal

How an operation behaves during the assessment predicts whether it will use what gets built. This is an observation reported to the requester, never a reason to withhold or slow the work.

SignalObservable
StrongInterviews happen as scheduled; follow-ups answered within one business day; people volunteer pain points unprompted
WeakInterviews rescheduled more than once; single-sentence answers to walkthrough questions; a request to skip the map and see a demo

Report what was observed and what it predicts. When the assessment is self-applied, read the same signals against the requester's own participation and say so plainly rather than scoring a team that was never involved.

Step 6: Watch adoption for thirty days

Runs after a system built on this assessment goes live. One metric leads: Adoption Rate, the share of the workflows the system was built to carry that are actually running through it.

The denominator is the built scope, not every workflow Step 1 mapped. Measured against the full map, a system that deliberately covers six of twenty workflows reads as 30% adoption at perfect uptake, which reports a scoping decision as a failure.

Compute it from system logs. Asking people whether they are using something measures willingness to answer, not adoption.

The shadow system is the signal to watch for. Someone quietly keeping the old tracker as insurance is diagnostic information, not disobedience: it means either the training missed them or the system genuinely does not handle their case. Both are cheap to fix in month one and expensive in month four, when the shadow spreadsheet has become the real system again.

When Adoption Rate comes in low, check the assessment before blaming the build. A system designed from a rushed or leadership-only map produces a mismatch the team feels immediately, and Step 1's gate is where that gets prevented.

Halt format. When no logging exists to compute Adoption Rate, stop. Say so in one line. Offer: instrument the workflows first, agree a manual sampling method and its margin, or proceed without the metric and record that in the Output Contract. Wait for the choice.

Output Contract

text
FLOOR MAP
- process / steps / performer interviewed / [leadership map only] where it applies

EXCEPTIONS
- process / exception path / share of last twenty cases

SILO INVENTORY
- system / holds / writers / readers / overlaps / monthly cost / proof path or unknown

TRIBAL KNOWLEDGE
- step / holder / what stalls without them

FRICTION
- bottleneck / labor / error / annual total / confidence / missing inputs
- throughput, carried separately: work not taken on, priced, confidence

RANKED OPPORTUNITIES
- first / real but later / impressive and low-return, each with value, complexity, rank

ENGAGEMENT SIGNAL
- observed behavior / what it predicts

ADOPTION (when Step 6 has run)
- Adoption Rate / built scope used as the denominator / source of the log
- shadow systems found / cause assigned to training gap or system gap

ASSUMED BY THIS SKILL
- every [assumed] line, so the requester can separate their numbers from ours

OPEN
- unresolved halts, missing figures, and unknown systems

Boundaries

  • Report the map and the numbers; do not cancel a tool, change a system, or decide the build. Step 4 ranks opportunities and stops there.
  • Never verify, score, or hedge a figure the requester supplied. Audit only what this skill invents, and mark it [assumed].
  • Never substitute an industry benchmark for a number the requester has.
  • Attach costs to processes, never to named individuals.
  • Interview only with the requester's authorization, and record a session only with the participant's agreement in that session.
  • Read only the systems access was granted for. An uninventoried system is recorded as unknown rather than reached for.
  • Do not carry a prior blueprint, handoff, or inventory forward as current truth when the live system can be read.

Routing

  • Need the schema, write paths, automation-versus-agent calls, and build order once the map exists -> use suede-ops-architecture.
  • Need what external customers say, need, and resist -> use suede-customer-research.
  • Need lead lifecycle, scoring, stage, and CRM routing rules -> use suede-revops.
  • Need the measurement layer and dashboards for a shipped product -> use suede-analytics.
  • Need a new user reaching first value in a product -> use suede-onboarding.
  • Need parallel lanes to run a large assessment across departments -> use suede-agent-teams, then return here for the method.
  • From suede-ops-architecture: route a missing or leadership-only floor map back here before the schema is drawn.

© JasonColapietro, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (references) in skills/suede-ops-assessment of JasonColapietro/suede-creator-skills.

  • SKILL.md
  • CARD.md
  • agents/openai.yaml
  • evals/evals.json
  • references/interview-guide.md

Open the folder on GitHubat commit e5f94d7

Compare with similar skills

Suede Ops Assessment next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Suede Ops Assessment compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Suede Ops Assessment this skillJasonColapietro/suede-creator-skills127—~3.2kAutomated safety check: PassMIT
Managing Google Workspacetaylorwilsdon/google_workspace_mcp3.3k—~2.9kAutomated safety check: PassMIT
aai-cli Microsoft 365aai-labs/agent-barn109—~1.2kAutomated safety check: PassApache-2.0
Google Workspaceespennilsen/pi122—~3.4kAutomated safety check: PassMIT
Google Workspacetaracodlabs/aiden852—~1.1kAutomated safety check: PassApache-2.0
Nopalfivetaku/gptaku-plugins-codex128—~4.8kAutomated safety check: PassMIT

Similar skills

  • Managing Google Workspace

    taylorwilsdon/google_workspace_mcp

    Manages Google Workspace operations across 12 services (Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Contacts, Chat, Apps Script, Custom Search).

    3.3k GitHub stars~2.9k tokensUpdated 2 days ago
    Documents & OfficeAuto-check passed
  • aai-cli Microsoft 365

    aai-labs/agent-barn

    Guides work with Outlook, OneDrive, SharePoint, Teams, Excel, To Do and Planner through aai-cli's Microsoft Graph commands, starting from which service owns the data.

    109 GitHub stars~1.2k tokensUpdated yesterday
    Documents & OfficeAuto-check passed
  • Google Workspace

    espennilsen/pi

    Manage Google Workspace via the gws CLI — Drive, Gmail, Sheets, Docs, Slides, People, Chat, Meet, Forms, and cross-service workflows.

    122 GitHub stars~3.4k tokensUpdated 19 days ago
    Documents & OfficeAuto-check passed
  • Google Workspace

    taracodlabs/aiden

    Gmail, Calendar, Drive, Sheets, Docs via Google API (SA / OAuth)

    852 GitHub stars~1.1k tokensUpdated 27 days ago
    Documents & OfficeAuto-check passed
  • Nopal

    fivetaku/gptaku-plugins-codex

    Codex용 Google Workspace 오케스트레이션 스킬. An agent skill from fivetaku/gptaku-plugins-codex.

    128 GitHub stars~4.8k tokensUpdated 1 mo ago
    Documents & OfficeAuto-check passed
  • Hehe Industry Researcher

    hexiaofeier/hehe-industry-research-skill-pack

    行研分析师,盒子原创行业与企业研究skill组合中的总路由入口,负责把研究开题、公开信息搜索、材料审核、行业或企业分析、Markdown 主报告和 HTML 阅读版整合成一条完整路线。支持四类任务:行业研究(规模、产业链、商业模式、竞争、PEST 外部环境、趋势、驱动力、痛点)、企业研究(业务、经营、财务、治理、估值、投资逻辑)、行业+企业研究,以及只回答其中一个或几个问题的单独专项研究。

    306 GitHub stars~1.1k tokensUpdated 4 days ago
    Documents & OfficeAuto-check passed

More from JasonColapietro/suede-creator-skills

All 78 skills in this repo
  • Suede Release Linter

    JasonColapietro/suede-creator-skills

    Lints a local music or media release folder and scores its readiness, flagging missing files, weak metadata, artwork and stem problems, split gaps and rights blockers.

    127 GitHub stars~2.3k tokensUpdated yesterday
    Auto-check: notes
  • Creator Rights Passport

    JasonColapietro/suede-creator-skills

    Turns messy creator materials into an offline rights-and-provenance transfer package: hashed asset inventory, intake manifest, credits, license notes and a missing-information report.

    127 GitHub stars~3.7k tokensUpdated yesterday
    Auto-check: notes
  • Suede Clip to Guide

    JasonColapietro/suede-creator-skills

    Turns a video clip, interview moment or transcript into a package that bridges viewers to a long-form guide, with rights, claim and approval gates along the way.

    127 GitHub stars~4.1k tokensUpdated yesterday
    Auto-check passed
  • Suede MCP Release QA

    JasonColapietro/suede-creator-skills

    Checks a Suede AI MCP server release against a live process: the full JSON-RPC lifecycle, schemas, annotations, malformed input, catalog agreement and install docs.

    127 GitHub stars~2.1k tokensUpdated yesterday
    Auto-check passed
  • Android App Factory

    JasonColapietro/suede-creator-skills

    Takes a native Android app from product idea to Google Play release, covering Compose architecture, policy checks, privacy, billing, testing, signing and rollout.

    127 GitHub stars~2.6k tokensUpdated yesterday
    Auto-check passed
  • Suede Ad Creative

    JasonColapietro/suede-creator-skills

    Suede-owned paid-media creative system for hooks, headlines, primary text, static and motion concepts, platform specs, review pages, and test-ready variant batches.

    127 GitHub stars~5k tokensUpdated yesterday
    Auto-check passed

Questions about Suede Ops Assessment

What does Suede Ops Assessment do?

Suede-owned operations-assessment discipline that maps how work actually happens before anyone designs a system: floor-level interviews with the people who do the work, an inventory of every silo…. Suede Ops Assessment is an agent skill from JasonColapietro/suede-creator-skills. Suede-owned operations-assessment discipline that maps how work actually happens before anyone designs a system: floor-level interviews with the people who do the work, an inventory of every silo including spreadsheets and inboxes used as databases, friction quantified in the requester's own numbers, opportunities ranked by annual value against build complexity, and adoption watched for the thirty days after launch.

When should I use Suede Ops Assessment?

Suede Ops Assessment fits situations like: nobody can answer what to automate; an operation needs auditing before a build; tribal-knowledge and key-person risk has to surface; A shipped system is quietly being routed around.

How do I install Suede Ops Assessment in Claude Code?

Run `npx skills add JasonColapietro/suede-creator-skills --skill suede-ops-assessment -a claude-code`. Or copy the skill folder (skills/suede-ops-assessment in JasonColapietro/suede-creator-skills) into .claude/skills/suede-ops-assessment in your project. Claude Code loads it when a task matches its description.

How do I install Suede Ops Assessment in Codex?

Run `npx skills add JasonColapietro/suede-creator-skills --skill suede-ops-assessment -a codex`. Or copy the skill folder (skills/suede-ops-assessment in JasonColapietro/suede-creator-skills) into .agents/skills/suede-ops-assessment in your project. Codex loads it when a task matches its description.

Can I use Suede Ops Assessment in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add JasonColapietro/suede-creator-skills --skill suede-ops-assessment -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/suede-ops-assessment, .gemini/skills/suede-ops-assessment, .github/skills/suede-ops-assessment and .opencode/skills/suede-ops-assessment in your project.

What does Suede Ops Assessment need to run?

SKILL.md names no scripts, command-line tools or credentials: Suede Ops Assessment is instructions for the agent only.

Does Suede Ops Assessment access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Suede Ops Assessment safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Suede Ops Assessment use?

Suede Ops Assessment is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Suede Ops Assessment use?

About 3.2k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.2k tokens, read only when the agent opens those files.

What are the alternatives to Suede Ops Assessment?

Skills that share tags, products or a category with Suede Ops Assessment: Managing Google Workspace (taylorwilsdon/google_workspace_mcp, 3.3k stars), aai-cli Microsoft 365 (aai-labs/agent-barn, 109 stars), Google Workspace (espennilsen/pi, 122 stars) and Google Workspace (taracodlabs/aiden, 852 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Suede Ops Assessment?

JasonColapietro (a GitHub user) maintains it in JasonColapietro/suede-creator-skills, which has 127 GitHub stars. The repository holds 78 skills in this directory. The repository was last updated on October 10, 2026.

Source: JasonColapietro/suede-creator-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.