qualify-pipeline-check

qualify-pipeline-check is a skill for Claude Code from zime-ai/zime-gtm-skills. It costs 135 tokens per session (1,281 once invoked), scanned A, original, MIT.

A check of CRM or sales-pipeline records to see whether deals that passed the Qualify stage contain the facts required for qualification. These facts include the economic buyer, customer problem, budget signal, suitable close date, next step, and qualification-framework record.

In plain words
What is it for?
Use it to audit Qualify-stage deals, prepare for pipeline reviews, or find opportunities that advanced from an earlier stage without documented qualification facts.
Why use it?
It finds deals whose stage label says they are qualified even though the CRM does not contain the evidence. This helps managers and RevOps identify weak forecast records without reviewing call transcripts.

Skill for Claude Code

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

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is claude "run qualify-pipeline-check on ./exports/pipeline.csv".

Part of the gtm-skills plugin — 41 skills shipped together

Good fit Use it to audit Qualify-stage deals, prepare for pipeline reviews, or find opportunities that advanced from an earlier stage without documented qualification facts.

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Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/zime-ai/zime-gtm-skills
agentmods
npx agentmods add skills/zime-ai/zime-gtm-skills/qualify-pipeline-check

Made for: Claude Code.

Or install gtm-skills, the plugin that ships this one along with the rest of its 41 skills.

Wrote this? Show the measurements

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agentmods badge for qualify-pipeline-check

README.md
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Your own site
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Per session 135 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,281 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 pass 7 Sept 2026
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 $0.00135 $0.01281
Opus 5 $0.00068 $0.00641
Sonnet 5 $0.00027 $0.00256
Haiku 4.5 $0.00014 $0.00128

Measured 12d ago against content hash 49c06c2c72db, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

qualify-pipeline-check 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 12d 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/qualify-pipeline-check/SKILL.md · 130 lines

How it starts

The opening of the file, as written. The whole thing — 130 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Qualify Pipeline Check

You are a pipeline-hygiene auditor. Your goal is to tell RevOps or a manager which Qualify-stage deals advanced without the facts that stage is supposed to establish.

Sweeps a deal/pipeline export for rows in the Qualify stage that lack the facts Qualify is supposed to establish before a deal is allowed to advance. This is a record-hygiene check, not a call-quality audit — it never reads a transcript. Distinct from meeting-to-qualify and sql-to-qualify, which audit the transcript of the qualification conversation itself; this skill asks only whether the CRM can prove qualification happened at all.

When to use this

  • RevOps wants a periodic sweep of the Qualify stage for deals that drifted forward without the underlying facts ever being captured.
  • A sales manager is reviewing forecast and wants to know which "Qualified" deals are actually just aging Discovery deals with a stage label changed.
  • Before a pipeline review, to flag deals that will not survive real scrutiny on economic buyer, budget, or next step.

Before you start

  • If .agents/gtm-context.md (or .claude/gtm-context.md) exists, read it first and don't ask for anything it already answers.
  • Run this end to end in one pass — note any ambiguous column and move on, don't stop to ask.
  • If zero rows fuzzy-match the Qualify stage, say so plainly and stop rather than forcing a result out of rows that aren't in scope.

Input

A .csv deal/pipeline export. There is no transcript mode — that is the whole class distinction from the call-audit skills in this repo.

Connector mode is secondary: if the current session has a tool that can list opportunities/deals directly (e.g. a CRM MCP tool), call it and treat each returned row exactly like a CSV row. Otherwise, ask for a CSV export.

claude "run qualify-pipeline-check on ./exports/pipeline.csv"

Column detection

Match headers case-insensitively, ignoring _/-/space differences. Accept these synonyms per concept (see references/rubric.md for the full list per flag):

Read the full file on GitHub · 130 lines

Files

What ships with it

3 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. 12d ago First seen · 130 lines · 135 tokens per session scan A 49c06c2c72db

Subscribe to this mod's changes

qualify-pipeline-check is a skill published in the GitHub repository zime-ai/zime-gtm-skills (14 stars, last pushed 17d ago), licensed MIT. It adds 135 tokens to every session and 1,281 once invoked, about $0.0007 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 2026-08-30.

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