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skillfactor-pipeline 8514d2e352 feat(flagship): reference-quality regeneration - lint clean, evals green

Gate: 139 -> 78 relevant ads (44% rejected, all logged). Rankings clean of
designer artifacts; DACH regional section live; ai-skills 427 -> 73 tiered;
SKILL.md with clean intro, full competences, market-driven hot-tech and
regeneration-proof overlays. Before/after in docs/reference-diff-ai-engineer.md.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq

2026-07-09 22:22:05 +02:00

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Market evidence report — business-and-marketing-vocational-teacher

Source: 11 real job ads (JSearch API, countries: us 11), extracted into the MSSQL evidence store; as of 2026-07-09. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).

Seniority distribution

Seniority	Ads	Share
mid	7	64 %
n/a	4	36 %

Tools — full market ranking

#	Item	Ads	Share

Hard skills — full market ranking

#	Item	Ads	Share
1	student assessment	4	36 %
2	curriculum development	3	27 %
3	data analysis	3	27 %
4	instructional program design	3	27 %
5	lesson planning	3	27 %

Methods — full market ranking

#	Item	Ads	Share

Responsibilities — full market ranking

#	Item	Ads	Share
1	instruction delivery	5	45 %
2	parent communication	4	36 %

Regional breakdown

Corpus note: 11 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.

US (us)

Insufficient evidence — 11 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

UK (gb)

Insufficient evidence — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

EU/DACH (de, at, ch, nl)