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RevOps & Analytics Open source · MIT v1.0.0

CRM hygiene audit Claude skill

Use this when the pipeline report and reality disagree. It produces a ranked list of data problems, a cleanup plan and the rules that keep data clean afterwards.

  • 4-step play
  • 4 guardrails
  • 1 file
  • Human approval built in

Use it when CRM data is messy and reports cannot be trusted.

Then just ask your agent

“Audit these CRM exports and tell me what's wrong, ranked by impact.”

Watch it work

One request in, expert work out

What happens when you ask your agent with this skill installed. Every step below comes straight from the skill.

Your agentApproval on
You

Audit these CRM exports and tell me what's wrong, ranked by impact.

Loaded skill crm-hygiene-audit
  1. Inventory issues
  2. Quantify and rank
  3. Plan the cleanup
  4. Prevent recurrence
Issue inventory with counts · Impact ranking · Cleanup plan

Ready for your review. Nothing is sent or changed until you approve.

  • 4Steps in the play
  • 4Guardrails
  • 1Files in the skill
  • 2 minTo read it all

What good looks like

  • Every issue has a count and an impact, not just "data is messy".
  • Opt-out compliance issues are fixed first.
  • The prevention rules are light enough that reps follow them.

What you bring

  • CRM exports of accounts contacts and deals
  • Required fields and stages
  • Reporting that matters

What you get

  • Issue inventory with counts
  • Impact ranking
  • Cleanup plan
  • Prevention rules
Raw
name:crm-hygiene-audit description:Use this skill when CRM data is messy and reports cannot be trusted: "audit our CRM", "clean up our CRM data", "duplicates and missing fields", "why is our pipeline report wrong". Checks duplicates, missing…

Use this when the pipeline report and reality disagree. It produces a ranked list of data problems, a cleanup plan and the rules that keep data clean afterwards.

Inputs

  • Exports of accounts, contacts and opportunities (or read access).
  • The fields and stages the business relies on.
  • The reports leadership uses, so impact can be judged.

The play

1. Inventory issues

AreaCheck
DuplicatesAccounts by domain; contacts by email; similar names
CompletenessRequired fields empty: industry, size, owner, lifecycle stage, source
OpportunitiesPast close dates, no next step, no activity in 30 days, amount empty or zero, stage without required fields
OwnershipRecords owned by former employees or unassigned
LifecycleCustomers without closed-won deals; leads with won deals
PicklistsFree-text values where picklists should be; outdated values
RelationshipsContacts not linked to accounts; deals without contacts
ComplianceOpted-out contacts still in active sequences

2. Quantify and rank

Count each issue and score impact: does it break forecasting, routing, outreach or compliance? Compliance and forecast issues come first.

3. Plan the cleanup

For each issue: the fix, who decides (some merges need a human), whether it can be done in bulk safely, and the order. Merges and deletions are proposed with a sample for approval, then run in batches with a backup export first.

4. Prevent recurrence

Required fields at stage changes, validation rules, duplicate checks on create, ownership reassignment when people leave, a monthly hygiene report.

Output format

Health score: X/100
Issues (ranked): <issue - count - % of records - impact - fix - bulk-safe? - owner>
Cleanup plan: <week by week, with approval points>
Prevention: <rules to add>
Monthly report: <metrics to track>

What good looks like

  • Every issue has a count and an impact, not just "data is messy".
  • Opt-out compliance issues are fixed first.
  • The prevention rules are light enough that reps follow them.
  • The common mistake is a one-time cleanup sprint with no rules, so the data is dirty again in a quarter.

Rules

  • MUST export a backup before any bulk change.
  • MUST get approval with a sample before merges, deletions or bulk updates.
  • MUST fix opted-out contacts in active sequences immediately.
  • NEVER permanently delete records without explicit approval.

Example prompts

  • "Audit these CRM exports and tell me what’s wrong, ranked by impact."
  • "Our forecast is off every month. Check our opportunity data."
  • "Write the hygiene rules and monthly report for our CRM."
Try it

Ask your agent like this

Once the skill is installed, plain requests like these load it automatically. Swap in your own company, buyer and numbers.

  • “Audit these CRM exports and tell me what's wrong, ranked by impact.”

  • “Our forecast is off every month. Check our opportunity data.”

  • “Write the hygiene rules and monthly report for our CRM.”

FAQ

CRM hygiene audit skill: your questions

What it does, how to install it and how it keeps you in control.

Rather have it done for you? Book a short demo and see Penny run this play on your own market.
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What does the CRM hygiene audit skill do?

Use this when the pipeline report and reality disagree. It produces a ranked list of data problems, a cleanup plan and the rules that keep data clean afterwards. You get: issue inventory with counts, impact ranking, cleanup plan, prevention rules.

When should I use the crm hygiene audit skill?

Use it when CRM data is messy and reports cannot be trusted.

How do I install CRM hygiene audit in Claude Code?

Run /plugin marketplace add prosyo-ai/gtm-skill and then /plugin install gtm-skills@prosyo to add the whole library, or run npx skills add prosyo-ai/gtm-skill –skill crm-hygiene-audit for this skill alone. In Claude.ai, download the .zip from this page and upload it under Settings, Capabilities, Skills.

What do I need to give the agent?

Have these ready: crm exports of accounts contacts and deals, required fields and stages, reporting that matters. If something is missing, the skill tells the agent to ask for it rather than guess.

Does it work with ChatGPT, Codex, Cursor or Gemini?

Yes. The skill is a plain SKILL.md file with no vendor lock-in. Agents that load skills natively (Claude Code, Claude.ai, Codex, Cursor, Gemini CLI and others) pick it up automatically; anywhere else, paste the file into the conversation as instructions.

Will it send emails or messages on its own?

No. Every skill in the library drafts, researches and analyses, and waits for a person to approve anything that sends, schedules or changes records in bulk. Your inbox, CRM and accounts stay under your control.

Is it free, and can I change it?

Yes. It is free and MIT-licensed. Copy it, adapt it to your market and voice, and if you improve it, open a pull request so everyone gets the better version.

Open source

Have a play that works? Share it as a skill.

Paste this into Claude, Codex or any agent. It interviews you about your play, writes the skill in the house format, checks it and opens the pull request. Once it is merged, it shows up here with your name on it.

Prompt for your agent

Fetch https://raw.githubusercontent.com/prosyo-ai/gtm-skill/main/AGENTS.md and follow its submission flow. Interview me about my GTM play (the real numbers, rubrics and examples), draft it in their format with reference pages, validate it and open the pull request.

Two ways to run it

Run it yourself, or put it on autopilot

The skill gives your agent the playbook. Penny, the Prosyo AI SDR, runs plays like this for you every day across LinkedIn and email.

Free · this skill
You and your agentBest for trying the play and one-off work
  • Your agent follows the crm hygiene audit playbook step by step
  • You bring the inputs and run it when you need it
  • Works in Claude, Codex, Cursor and 40+ agents
  • You review every draft before it goes anywhere
Prosyo AI SDR
Penny runs it for youBest for a pipeline that grows every day
  • Finds the right buyers for your ICP every day
  • Writes from what each prospect actually posted
  • Follows up on LinkedIn and email at a safe, human pace
  • Every reply lands in one inbox with an answer drafted
  • You approve what goes out
Meet Penny
Meet Penny
7 days free · no card

Skills draft the play. Penny runs it.

Penny, the Prosyo AI SDR, finds your buyers, writes from what they actually posted, follows up on LinkedIn and email and lands every reply in one inbox with an answer ready. 7 days free, no card.

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