ecommerce-full-pipeline

电商运营在开展跨境电商或闲鱼捡漏业务时，若需解决选品难、上架繁琐等痛点，必用此技能！一键打通“爆品挖掘→1688采集→多平台上架→推广文案→短视频生成”全自动流水线，轻松实现端到端自动化，让开店运营效率翻倍。

Quality

70%

Does it follow best practices?

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Securityby

Low

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tessl review fix ./skills/ecommerce-full-pipeline/ecommerce-full-pipeline/SKILL.md

Quality

Content

65%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.

The body is highly actionable with executable commands and code for every flow, but it is verbose with redundant CLI listings, omits validation checkpoints for batch and irreversible (代发) operations, and inlines everything into one monolithic file with no progressive disclosure to bundle files.

Suggestions

Add validation checkpoints before irreversible/batch steps — e.g., require confirm/dry-run before `fulfill` and a verify step after `publish` — to lift workflow clarity above the batch cap.

Move the scoring-model tables, CLI command reference, and Python API examples into separate reference files (e.g., SCORING.md, CLI.md, API.md) and link to them from a leaner SKILL.md.

De-duplicate the CLI commands: keep them in one place (the reference table) and reference it from the workflow steps rather than restating each command in prose.

Dimension	Reasoning	Score
Conciseness	The ~225-line body is mostly operational with little concept-over-explanation, but it repeats the same CLI commands three ways (操作步骤 prose, CLI 命令一览 table, Python API 调用) and inlines reference material that could be tightened, fitting the score-3 'mostly efficient but could be tightened' anchor.	3 / 5
Actionability	Provides copy-paste-ready bash commands for every flow plus concrete Python API examples with realistic parameters and imports, covering the common cases per the score-5 anchor.	5 / 5
Workflow Clarity	Sequences are clear (流程二 enumerates 采集→清洗→上架→推广→视频 with commands), but batch scraping/publishing and the irreversible 一键代发 ordering step lack validation checkpoints; per the rubric's destructive/batch cap this holds at 3.	3 / 5
Progressive Disclosure	Sections are headed and reasonably organized, but no bundle files exist and all reference-style content (CLI table, scoring-model tables, Python API, project structure) is inlined in one long document, matching the score-3 anchor of inline content that should be split.	3 / 5
	Total	14 / 20 Passed

Description

75%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.

The description is strong: it states concrete capabilities and an explicit use-when trigger for a well-defined ecommerce/闲鱼 niche. It loses points mainly to promotional, padded phrasing ('必用此技能！', '效率翻倍') that blurs trigger specificity and distinctiveness.

Suggestions

Strip marketing fluff ('必用此技能！', '轻松实现', '效率翻倍') so the trigger clause reads as a clean 'Use when...' statement.

Add natural synonyms/file-format triggers users actually say (e.g., 1688, 跨境, Shopify, TikTok, 微信小店) to lift trigger-term coverage.

Rephrase in third-person declarative voice (e.g., 'Automates cross-border ecommerce from product discovery through listing and promotion') to sharpen specificity.

Dimension	Reasoning	Score
Specificity	Names the domain (跨境电商/闲鱼捡漏) and lists several concrete pipeline actions — "爆品挖掘→1688采集→多平台上架→推广文案→短视频生成" — but these are high-level stage names rather than fully granular operations, leaving minor coverage gaps versus the score-5 anchor.	4 / 5
Completeness	Provides both a clear 'what' (the end-to-end pipeline) and an explicit 'when' ("在开展跨境电商或闲鱼捡漏业务时，若需解决选品难、上架繁琐等痛点"), but the trigger guidance is couched in promotional language and could be more specific, matching the score-4 rather than score-5 anchor.	4 / 5
Trigger Term Quality	Includes natural domain terms a user would say (跨境电商, 闲鱼捡漏, 选品, 上架, 推广文案, 短视频) with good coverage, but a few natural synonyms/extensions are absent and the language is partly marketing fluff rather than clean trigger phrasing.	4 / 5
Distinctiveness Conflict Risk	The 1688采集 + 闲鱼捡漏 + 跨境电商 pipeline niche is mostly distinct with clear triggers and minor overlap risk, though broad marketing phrases like "开店运营效率翻倍" slightly widen the surface.	4 / 5
	Total	16 / 20 Passed

Validation

93%

Warnings & errors only

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

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: anbeime/skill
Path: skills/ecommerce-full-pipeline/ecommerce-full-pipeline/SKILL.md
Commit: 0ca4f26

Reviewed: 2 days ago

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