pareto-principle — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited pareto-principle (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
In most systems, ~80% of the outcome comes from ~20% of the inputs. Strategy consultants use this constantly: figure out which 20% of customers, products, channels, or root causes drive the lion's share of impact, and ignore the rest until later.
The discipline isn't naming the vital 20%. It's having the spine to explicitly deprioritize the 80%. If everything is important, nothing is.
Two parts, in this order:
> **The vital 20%:** [Specific factors/segments/causes that drive the majority of impact.]
**Actively deprioritized (the 80%):**
- Item 1
- Item 2| Default | When to flex |
|---|---|
| 1–4 items in the vital 20% | If the 80/20 genuinely points to one thing, use one. Don't pad. |
| 5–10 items in the deprioritized list | List enough to make the deprioritization visible — but if there are only 3 real alternatives, list 3. |
| Specificity in the vital 20% | Don't flex — "our top customers" is too vague. Name them. |
| Explicit deprioritization | Don't flex — implicit deprioritization is no deprioritization. |
The hardest discipline: writing down something that genuinely matters into the deprioritized list. If your 80% list is full of things that don't matter, you haven't really prioritized. Real Pareto says: "Yes, X matters. We're not doing X this quarter."
Problem: A mid-stage SaaS engineering team has 47 tracked tech-debt items. Leadership wants a focused six-month plan.
The vital 20%: Three items account for ~80% of incident pain and velocity drag: (1) the legacy auth middleware causing 60% of P2 tickets and forcing every new feature to add custom session handling, (2) the deploy pipeline averaging 47 minutes (preventing the team's stated daily-deploy cadence), and (3) the absence of integration tests on the billing module (the source of 4 of the last 6 customer-impacting incidents).
Actively deprioritized (the 80%):
Notice: several deprioritized items are real concerns. The point is naming them as not-this-half so the team has cover to focus.
strategy-consultant — Pareto is step 4 of 5. Run mece-framework and issue-trees first to enumerate the 100% before you can isolate the 20%.Adapted from Analyst Academy on YouTube — 5 Consulting Frameworks to Solve Any Problem. MIT-licensed; see LICENSE.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.