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programmatic-seo

How to design and run a programmatic SEO program that produces durable traffic instead of penalty-bait. Data source identification, template design, schema patterns, quality control at scale, internal linking architecture, crawl budget management, AEO/GEO for programmatic pages, refresh discipline, and the make-or-break question of whether pSEO is the right answer for your program at all. Triggers on programmatic SEO, pSEO, scaled content, page generation, template SEO, location pages, comparison pages, directory site, listing site, scaled landing pages, programmatic content. Also triggers when a content set is not ranking, has been hit by an algorithm update, or when a team is considering pSEO as a growth lever.

71

Quality

87%

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SKILL.md
Quality
Evals
Security

Quality

Content

78%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-architected strategy skill with strong progressive disclosure, concrete thresholds, and clear workflow gating. Main improvement room is trimming cross-section repetition to tighten the already-dense body.

Suggestions

Consolidate the AEO 'quality crackdown sensitivity' point with the earlier 'above-the-fold answer' guidance to remove overlap between the Template design and AEO/GEO sections.

Fold the Common failure modes list into the 12-consideration framework as annotations rather than restating each consideration as a separate failure, reducing repeated content.

Surface the validate→fix→retry loop (sample, find >5% failures, halt, fix template/data, resume) explicitly in the Quality control section instead of deferring it entirely to the reference file.

DimensionReasoningScore

Conciseness

Opinionated senior-strategist voice with no basic-concept padding, but the ~275-line body repeats several points across sections (e.g., AEO 'quality crackdown' restates the top-200-word answer point, and the failure-mode list rephrases the framework) and could be tightened.

4 / 5

Actionability

Highly directive with concrete thresholds (10+ fields, 50–200 sampled pages, 5% failure halt, 0.5–1.0 FTE, 5–15 links) and a 12-point framework; falls short of 5 only because it offers strategy guidance rather than executable templates/commands, which is appropriate for an instruction skill.

4 / 5

Workflow Clarity

A clearly sequenced 12-consideration framework with explicit checkpoints (5% failure halts generation; 'If no to any of them, fix the gap before any pages generate') and a sanctioned-output clause for missing data, but the validate→fix→retry loop lives in the reference files rather than the main body.

4 / 5

Progressive Disclosure

Excellent one-level-deep structure: each section closes with 'Detail in references/...' and a consolidated Reference files list annotates all 10 real, present files, keeping the overview navigable and detail properly offloaded.

5 / 5

Total

17

/

20

Passed

Description

96%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, specific, third-person description with explicit trigger guidance and concrete capability coverage. Its only soft spot is minor overlap risk with adjacent content/SEO skills on the go/no-go decision.

DimensionReasoningScore

Specificity

Lists multiple specific concrete capabilities — 'Data source identification, template design, schema patterns, quality control at scale, internal linking architecture, crawl budget management, AEO/GEO for programmatic pages, refresh discipline' — giving comprehensive coverage of the skill's actions.

5 / 5

Completeness

Explicitly answers both what ('design and run a programmatic SEO program that produces durable traffic instead of penalty-bait') and when ('Triggers on... Also triggers when a content set is not ranking, has been hit by an algorithm update, or when a team is considering pSEO as a growth lever').

5 / 5

Trigger Term Quality

Comprehensive natural trigger terms including synonyms ('programmatic SEO, pSEO, scaled content, page generation, template SEO, location pages, comparison pages, directory site, listing site, scaled landing pages') plus situational triggers; this domain has no file extensions to include.

5 / 5

Distinctiveness Conflict Risk

Clear niche with distinct programmatic-SEO triggers and minimal conflict risk, but it sits within a family of adjacent SEO skills (content-strategy, seo-keyword) that could overlap on the 'should we do pSEO' question, so not a fully isolated 5.

4 / 5

Total

19

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
rampstackco/claude-skills
Reviewed

Table of Contents

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