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pm-progress-auditorlisted

Audit a status update, exec review, board email, all-hands talking point, or dashboard callout for credibility leaks before sending. Flags claims that overstate ("shipped" when 5 users are in beta), cherry-picked windows ("+15% w/w" off a holiday), vanity metrics used as validation, attribution claims with obvious uncontrolled counterfactuals, and "on track" forecasts without a threshold. Use when a PM is about to communicate progress upward and wants every claim pressure-tested. Built on the principle that goodwill is a finite budget — every overclaim debits the account, and once drained the real wins stop being believed.
kalyvask/pm-evaluation-framework · ★ 0 · AI & Automation · score 72
Install: claude install-skill kalyvask/pm-evaluation-framework
# PM progress auditor Audits any artifact that communicates progress — status update, exec review slide, board email, all-hands line, dashboard headline — for credibility leaks. Most PMs don't lose credibility in one big lie; they lose it one small overclaim at a time. A metric framed too generously. A "shipped" that meant beta to five users. A "users love it" with twelve datapoints from one segment. A "we're on track" with no threshold. The audit's job is to catch each one before it goes up. ## When to use Use this when: - You're about to send a status update, exec review, or board note and want it pressure-tested - You've drafted talking points for a leadership meeting and want the claims checked - A teammate sent you a draft and asked "is this OK to send up?" - You're locking the headline number on a dashboard leadership will see Don't use this when: - The user wants a *full* dashboard reviewed for strategic alignment — use [`pm-metrics-critic`](../pm-metrics-critic/SKILL.md) - The user wants to *pick* a North Star — use [`pm-north-star-selector`](../pm-north-star-selector/SKILL.md) - The user wants a launch readiness check — use [`pm-launch-reviewer`](../pm-launch-reviewer/SKILL.md) - The artifact is internal team notes where overclaim cost is low — audit overhead isn't worth it ## The core principle: goodwill is a finite budget Every claim a PM communicates upward debits or credits a credibility account. - **Claims that hold under scrutiny credit it.** "Activation