Heuristic Evaluation And Design Critique

Heuristic Evaluation & Design Critique

Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178.

Use When

• You need an expert usability inspection of a built or prototyped UI without recruiting users — the "discount usability" method: 3–5 evaluators independently walk the interface against a shared set of heuristics, then merge findings.
• You want a structured design critique that is defensible — every comment tied to a named heuristic and a severity rating, not to taste or "I'd have done it differently."
• You have screens, a flow, a Figma file, or a live URL and want a prioritised list of usability violations with locations, evidence, and 0–4 severities to feed a fix backlog.
• You are reviewing early, before usability testing, to cheaply remove the obvious violations so user tests spend their budget on the subtle, behaviour-only problems.

Do Not Use When

• You need a scored 0–100 quality rubric across visual hierarchy, slop, performance, typography, etc. → use design-audit (the scored artifact audit; this skill is the heuristic-walkthrough method, not a numeric grade).
• You need a ship go/no-go gate with spec/pixel parity → use design-qa-and-pre-launch-review.
• You need to observe real users completing tasks → use ux-research-and-usability-testing (inspection finds suspected problems; testing finds actual ones — they are complementary, not substitutes).
• You have an audit's findings and need to redesign, re-validate, and measure the uplift → use ux-remediation-and-redesign (the fix side).

Required Inputs

• The artifact — screens, screenshots, a prototype, a flow, or a URL, ideally covering the product's red-route tasks (sign-up, core task, checkout) end to end.
• Context — who the users are, their tech literacy, the platform (web / iOS / Android / desktop), the design system if any, and the brand personality. Heuristics are interpreted against the user's mental model, so this is not optional.
• Evaluator count — ideally 3–5 independent evaluators (Nielsen: ~5 evaluators surface ~75% of usability problems; one finds only ~35%). A single evaluator pass is still valuable but state the coverage limitation in the report.

Workflow

The evaluation is a structured walkthrough, not a free-form opinion. Run it in seven steps.

1. Frame the evaluation. State the user, task, platform, and brand context. List the red-route tasks to be walked (the critical paths). Confirm the heuristic set: Nielsen's 10 + Tognazzini's first principles (references/heuristics-catalog.md).
2. Two-pass walkthrough (Nielsen's recommendation). Walk each screen/flow twice: pass one to get a feel for the flow and scope; pass two to inspect each element slowly against every heuristic. Walk the red routes as tasks, not just static screens — a violation often only appears mid-flow (a missing "you are here", a silent save, a dead end).
3. Detect against the heuristic catalogue. For each screen/element, check it against all of Nielsen's 10 and the relevant Tognazzini principles. Cross-walk the behavioural anti-patterns in doctrine/references/interaction-anti-patterns.md (A1–E3) — any match is a heuristic violation (e.g. an interrupting "Done" modal = C1 Idiot Box = breaks Nielsen #8 Aesthetic & minimalist design and Tognazzini Efficiency of the user).
4. Capture evidence for every finding. A finding is not a finding without: (a) location (screen + element), (b) the heuristic violated (by name/number), (c) what is wrong (observed, specific), (d) evidence (the screenshot, the measured value, the reproduction step — never "feels off"). See "Evidence capture" below.
5. Rate severity 0–4 independently per finding using the three factors — frequency × impact × persistence — per references/severity-scoring.md. In a multi-evaluator evaluation, evaluators rate independently first, then the facilitator merges and the panel re-rates the merged list (independent-then-aggregate removes single-rater bias).
6. Merge & deduplicate. Combine evaluators' lists; collapse duplicates (keep the clearest wording); note how many evaluators independently caught each issue (multi-catch issues are higher-confidence). Order by severity descending, then by red-route position.
7. Write the critique report. Use the report structure (Section 2): per-finding cards + a severity-ordered table + positive findings (what works — always name strengths, a critique that only lists faults is not credible). Tie each finding to its fix / right-pattern.

Decision Rules

Capability Contract

• Must inspect the actual interface and capture reproducible screen/step evidence; evaluation is read-only by default.
• May annotate findings, but may not edit the product, contact users, or claim empirical validation unless separately authorised.

Degraded Mode

• If the interface or critical tasks are inaccessible, stop scoring and return the missing evidence request.
• With screenshots only, limit findings to observable states and mark interaction claims unverified. Recover disputed findings by reproducing the path, clarifying the violated principle, or downgrading to a testable hypothesis.

Quality Standards

• Every finding has location, evidence, violated heuristic, user consequence, severity rationale, and actionable correction.
• The report separates observations, inference, and assumptions and avoids certification claims.

Anti-Patterns

• Opinion dressed as evaluation. "I'd use a different colour" with no heuristic and no severity is a preference, not a finding. Every comment cites a heuristic.
• No severity, or severity by gut. Skipping the 0–4 scale, or rating on annoyance rather than frequency × impact × persistence, makes the list un-prioritisable. Use the rubric.
• Single static screen. Inspecting only the hero screen and not walking the red-route flow misses the feedback, recovery, and "where am I" violations that only appear in motion.
• Critique with no strengths. A report that only attacks reads as adversarial and loses the room; name what works and why (it also tells the team what not to break).
• Confusing inspection with testing. Heuristic evaluation predicts suspected problems from expert judgement; it does not replace observing real users. Say so in the report.
• Cosmetic = trivial reflex. Frequency and persistence can push a "cosmetic" issue up the scale; do not auto-floor visual issues to severity 1.

Outputs

• A heuristic evaluation / design critique report: framing, the heuristic set used, per-finding cards (location · heuristic · issue · evidence · severity · fix), a severity-ordered findings table, positive findings, and an evaluator-coverage note.
• A prioritised violation list (severity 4 → 0) ready to hand to ux-remediation-and-redesign as a fix backlog, or to feed design-audit's triage queue.

Examples

• examples/heuristic-evaluation-worked.md — a full worked heuristic evaluation of a real screen-and-flow (a mobile bank transfer flow), with findings tied to specific Nielsen/Tognazzini heuristics, evidence, and 0–4 severities, ordered into a fix backlog.

References

• references/heuristics-catalog.md — the heuristic set: Nielsen's 10 usability heuristics (full definitions + what each looks like when violated) and Tognazzini's first principles of interaction design (Anticipation, Autonomy, Consistency, Defaults, Efficiency, Fitts's Law, Latency reduction, Learnability, Protect the user's work, Visible navigation, and the rest).
• references/severity-scoring.md — the 0–4 severity scale (0 = not a problem … 4 = usability catastrophe) and the frequency × impact × persistence rating method, with the independent-then-aggregate multi-evaluator protocol and gate floors.
• doctrine/design-doctrine.md — the Anti-Slop Charter and the Mission ("the moat is looking human-made"); a heuristic critique also flags convergent/slop choices as findings.
• doctrine/references/interaction-anti-patterns.md — the behavioural detection checklist (A1–E3: navigation, forms, feedback/control, hierarchy/legibility, novelty/platform-fit). Walk the UI against it; each match maps to a violated heuristic and is severity-rated here.
• doctrine/references/wcag-2.2-criteria.md — accessibility violations are heuristic violations (#5 Error prevention, #7 Flexibility) and are rated on the same scale; certify with WCAG.

Plugins (Load Alongside)

1. The method in one paragraph

Heuristic evaluation is a discount usability inspection: a small set of evaluators judge an interface against recognised usability principles (Nielsen's 10 + Tognazzini's first principles), independently, then merge. It is fast and cheap, finds the obvious violations a user test would waste money rediscovering, and is not a substitute for testing real users — it predicts suspected problems. Its discipline is what makes it more than opinion: named heuristic + located evidence + a 0–4 severity per finding. This skill is the inspection/critique half of the evaluation pair; design-audit is the scored-rubric half. (Provenance: Jakob Nielsen & Rolf Molich's heuristic-evaluation method and Nielsen's 10 heuristics, 1994/refined; Bruce Tognazzini's First Principles of Interaction Design, revised — both updated here to WCAG 2.2 and the Chwezi doctrine.)

2. Report structure

# Heuristic Evaluation / Design Critique
**Date:** [date]   **Evaluator(s):** [n evaluators — names/roles]
**Target:** [screen / flow / product]   **Platform:** [web / iOS / Android / desktop]
**Context:** [users, tech literacy, brand personality]
**Heuristic set:** Nielsen 10 + Tognazzini first principles (+ interaction-anti-patterns A1–E3)
**Red routes walked:** [the critical-path tasks inspected]

Findings (per-finding card)

### F[n] — [short title]
- **Location:** [screen + element]
- **Heuristic violated:** [Nielsen #N name] / [Tognazzini principle] (+ anti-pattern code if any)
- **Issue:** [specific, observed — what is wrong]
- **Evidence:** [screenshot ref / measured value / reproduction step]
- **Severity:** [0–4] — [frequency × impact × persistence, one line]
- **Caught by:** [k of n evaluators]   (multi-catch ⇒ higher confidence)
- **Fix / right pattern:** [the target heuristic-satisfying state]

Severity-ordered table

What works (positive findings)

Name the decisions that satisfy the heuristics and should be preserved — strengths to protect, not just faults to fix.

Coverage note

State evaluator count and the inspection-not-testing caveat: "These are expert-predicted suspected problems; confirm the borderline ones with ux-research-and-usability-testing."

3. How this differs from design-audit (the pair)

They are complementary: run the heuristic evaluation to find and name violations; run design-audit when the work needs a graded score and the three hard gates. Both walk the same interaction-anti-patterns.md checklist, so a finding from one feeds the other.

Sources: Nielsen & Molich heuristic evaluation; Nielsen's 10 Usability Heuristics; Tognazzini, First Principles of Interaction Design — all aligned to WCAG 2.2 AA and doctrine/design-doctrine.md (the Anti-Slop Charter). Companion to the scored design-audit.