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miniprogram-development

WeChat Mini Program development skill for building, debugging, previewing, testing, publishing, and optimizing mini program projects (小程序开发、调试、预览、发布). Covers project structure and config (`project.config.json`, `appid`, `miniprogramRoot`, `tabBar`, routing/navigation, icon assets), WeChat Developer Tools Nightly workflows (`wechatide` CLI, WeChat IDE Skills/MCP), `miniprogram-ci` preview/upload, console/network debugging, message push (消息推送) and customer-service auto-reply (客服消息), mini program SEO / search indexing (小程序搜索优化、页面收录、搜索推广、mpcrawler), and CloudBase integration (`wx.cloud`, 腾讯云开发, 云开发) when explicitly used. Use when users create, develop, modify, debug, preview, deploy, publish, or promote WeChat Mini Programs. NOT for Web frontend (use web-development), pure backend services (use cloudrun-development / cloud-functions), or UI-design-only tasks (use ui-design).

69

Quality

85%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is miniprogram-development in TencentCloudBase/CloudBase-AI-Toolkit

SKILL.md
Quality
Evals
Security

Quality

Content

71%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-structured skill body with strong progressive disclosure and mostly actionable guidance, weakened by repeated routing/do-not-use guidance across three overlapping sections that inflates the token budget. Consolidating the Activation Contract and When-to-use blocks would lift conciseness without losing clarity.

Suggestions

Merge the 'Activation Contract', 'When to use this skill', and the 'Do NOT use for' / 'Do NOT use for:' blocks into a single routing section; they currently restate the same do/don't triggers three times.

Pull the one or two most critical validation checkpoints from the referenced Change Safety / Deployment Gate protocols inline (e.g. 'run validate before upload') so the workflow is self-contained without following a link.

Replace some of the prose routing in 'How to use step 3' with a compact scenario→reference table to cut tokens and improve scanability.

DimensionReasoningScore

Conciseness

Mostly efficient with concrete code and CLI flags, but the Activation Contract, 'When to use', and 'How to use' sections repeat the same routing and do-not-use guidance several times, adding tokens that could be consolidated.

3 / 5

Actionability

Provides concrete executable artifacts (app.json/project.config.json skeleton, named wechatide flags like -c/--project/--remote-npm-install, cloud.openapi.customerServiceMessage.send) with only minor gaps in full runnable examples for routing-heavy scenarios.

4 / 5

Workflow Clarity

The 'How to use' section sequences steps clearly and gates risky changes behind the Change Safety Protocol and Deployment Gate, with an explicit 'only proceed when valid' style boundary; validation detail lives in referenced protocols rather than inline, leaving a minor checkpoint gap.

4 / 5

Progressive Disclosure

Body is a clear overview with well-signaled one-level-deep references to six real bundle files (all verified present) and sibling skills via relative paths, organized with a dedicated References section for easy navigation.

5 / 5

Total

16

/

20

Passed

Description

100%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 highly specific, well-triggered description that names concrete capabilities, tooling, and config surfaces in both English and Chinese, with an explicit Use-when clause and clear deconfliction boundaries. It is comprehensive without becoming padded fluff.

DimensionReasoningScore

Specificity

Lists multiple concrete actions (building, debugging, previewing, testing, publishing, optimizing) plus concrete config surfaces (project.config.json, appid, miniprogramRoot, tabBar) and named tooling (wechatide, miniprogram-ci, mpcrawler).

5 / 5

Completeness

Explicitly answers both what (the enumerated dev/debug/publish/SEO/CloudBase capabilities) and when ('Use when users create, develop, modify, debug, preview, deploy, publish, or promote WeChat Mini Programs') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural-term coverage including English and Chinese synonyms (消息推送, 客服消息, 小程序搜索优化, 页面收录), file extensions and config names, plus explicit 'Use when...' trigger phrasing.

5 / 5

Distinctiveness Conflict Risk

Clear niche with an explicit NOT-for boundary routing away from web-development, cloudrun/cloud-functions, and ui-design, minimizing wrong-skill triggering.

5 / 5

Total

20

/

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
TencentCloudBase/CloudBase-AI-Toolkit
Reviewed

Table of Contents

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