Conciseness

The body is dense and assumes competence (no padding explaining known concepts), but the ~40-line forcing-question library and the 8-item anti-patterns section overlap material already carried in references/policy_anti_patterns.md and could be trimmed or pointered. This is 'efficient; minor instances of over-explanation that could be trimmed' (4), not the fully lean top anchor.

Actionability

Fully executable guidance: copy-paste commands with real flags ('python3 scripts/discount_matrix_builder.py --input policy_intake.json --profile saas --output json > matrix.json'), a named intake template with the exact CRM fields to capture, and stated expected outputs ('The sample matrix lints to FAIL with 4 BLOCKERs + 6 MAJORs + 2 MINORs — by design'). Matches the copy-paste-ready top anchor.

Workflow Clarity

Clear 5-step sequence (audit → build matrix → design exception flow → lint → publish/quarterly review) with an explicit gate ('Resolve every BLOCKER before publishing the matrix to AEs') and a quarterly re-run cadence. Falls just short of the top anchor because the fix-and-re-lint retry loop is implied ('lint is the gate') rather than spelled out as a validate → fix → re-validate iteration.

Progressive Disclosure

Good structure verified against the actual bundle: three references with one-line descriptions, a scripts table, and an assets template — all cited paths exist and are one level deep and clearly signaled. Minor gap: the in-body anti-patterns section duplicates content that already has a dedicated reference file (references/policy_anti_patterns.md), so some content that belongs in references is inline.

Specificity

Lists multiple concrete capabilities — 'discount matrix design (ARR band x term length x payment terms x strategic value)', 'exception policy, discount governance, approval thresholds, deal framework structure, and policy linting (contradictions, gaps, cliff edges, gaming surfaces)' — with comprehensive coverage and no gaps, matching the top anchor rather than the 'minor gaps' anchor at 4.

Completeness

Explicitly answers both what ('the rules of engagement governing discounts off list price, approver thresholds, exception flows, and the deal framework that Deal Desk and AEs operate under') and when ('Use when designing or revising a company's commercial policy', 'at the policy-design moment') with concrete trigger phrases, matching the top anchor exactly.

Trigger Term Quality

Good natural keyword coverage ('commercial policy', 'discount matrix', 'approval thresholds', 'exception flows', 'discount governance') plus role-based triggers ('Head of Commercial, Head of Deal Desk, VP Sales, or RevOps'), but misses common variations a user might say such as 'discount approval policy' or 'deal desk policy', so it falls between the 'good coverage' (4) and 'comprehensive synonyms' (5) anchors.

Distinctiveness Conflict Risk

Clear niche with explicit boundary negation — 'NOT per-deal application (that is deal-desk) and NOT pricing model selection (that is pricing-strategist)' — making wrong-skill triggering minimal, which matches the top anchor.