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miniprogram-development

WeChat Mini Program development skill for building, debugging, previewing, testing, publishing, and optimizing mini program projects. This skill should be used when users ask to create, develop, modify, debug, preview, test, deploy, publish, launch, review, or optimize WeChat Mini Programs, mini program pages, components, `tabBar`, routing, navigation, icon assets, project structure, project configuration, `project.config.json`, `appid` setup, device preview, real-device validation, WeChat Developer Tools Nightly workflows, `wechatide` CLI, WeChat IDE Skills/MCP, console/network debugging, `miniprogram-ci` preview/upload flows, or mini program release processes. It should also be used when users explicitly mention CloudBase, `wx.cloud`, Tencent CloudBase, 腾讯云开发, 微信云开发, or 云开发 in a mini program project.

70

Quality

86%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Low

Low-risk findings worth noting

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

SKILL.md
Quality
Evals
Security

Quality

Content

72%

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

The body is actionable and well-structured with correctly wired one-level-deep references, but it carries redundant routing/do-not-use sections that hurt token efficiency, and its destructive publish workflow relies on external protocol pointers rather than inline validation checkpoints.

Suggestions

Collapse the overlapping 'Activation Contract' and 'When to use this skill' sections into a single block to remove the duplicate Do-NOT-use and scenario-routing lists.

Inline a short validate→fix→retry checklist for the upload/publish path instead of only pointing to the external Deployment Gate protocol, so the destructive workflow has an explicit feedback loop in SKILL.md.

Trim repeated cross-references (the same devtools-debug-preview and wxide-vs-cloudbase-mcp links appear in three places) to a single canonical reference per topic.

DimensionReasoningScore

Conciseness

The body is mostly efficient and assumes Claude's competence, but the 'Activation Contract' and 'When to use this skill' sections overlap heavily (duplicate Do-NOT-use lists, repeated scenario routing), which is the kind of padding the 'could be tightened' anchor describes. Not a 1 because it avoids explaining basics Claude already knows.

2 / 3

Actionability

Provides copy-paste-ready concrete artifacts: a full text-only tabBar `app.json`, a minimal project skeleton (app.js/index.js/index.wxml/index.json/project.config.json), and specific `wechatide` context flags (`-c <clientName>`, absolute `--project`, `appid`, `env`) with fallback paths.

3 / 3

Workflow Clarity

The numbered 'How to use this skill' routing gives a clear sequence, but upload/publish is a destructive/batch operation whose validation lives in an external 'Deployment Gate' protocol rather than an inline validate→fix→retry checkpoint, so feedback loops are implicit rather than embedded. Not a 1 because the sequence is present and well-ordered; not a 3 because the destructive path lacks an explicit in-body validation loop.

2 / 3

Progressive Disclosure

A clear overview with well-signaled one-level-deep references — all four `references/*.md` links (cloudbase-integration, devtools-debug-preview, wxide-vs-cloudbase-mcp, pitfalls) resolve to real shipped files, and detailed material is split out rather than inlined.

3 / 3

Total

10

/

12

Passed

Description

100%

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 specific, trigger-rich, and clearly delineates both capabilities and activation conditions for WeChat Mini Program development. It is on the verbose side but every clause adds a distinct trigger, so the verbosity still earns its place.

DimensionReasoningScore

Specificity

Lists multiple concrete actions ("building, debugging, previewing, testing, publishing, and optimizing") and specific artifacts ("tabBar", "project.config.json", "wechatide CLI", "miniprogram-ci preview/upload flows"), matching the 'lists multiple specific concrete actions' anchor.

3 / 3

Completeness

Explicitly answers both what (mini program build/debug/publish/optimize) and when ("This skill should be used when users ask to create, develop, modify, debug..."), with an explicit trigger clause present.

3 / 3

Trigger Term Quality

Broad coverage of natural user phrasings ("create, develop, modify, debug, preview, test, deploy, publish, launch, review, or optimize") plus domain terms (CloudBase, "腾讯云开发", "云开发", "appid"), matching the 'good coverage of natural terms' anchor.

3 / 3

Distinctiveness Conflict Risk

A clear WeChat Mini Program niche with distinct triggers (wechatide, miniprogram-ci, wx.cloud, CloudBase) makes it unlikely to fire for unrelated skills.

3 / 3

Total

12

/

12

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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