DC wechat-mp-editor
Create, edit, and manage WeChat Official Account (公众号/服务号) articles via the official WeChat API. Handles access token management, image uploads, draft CRUD, publishing, and HTML content formatting with WeChat-compatible CSS. Trigger when the user asks to: write/edit WeChat articles, create/publish drafts, format WeChat push notifications, generate article HTML, or manage WeChat MP drafts through the API.
As a process C 57/100 · Has gaps — weak spots: result and completion, failures and branches, running it twice
How to improve
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 58
✓ No critical or high findings
Medium and low: 58
-
low Obfuscation
obf-base64-blobanysearch推文稿.md:14Long base64-looking blob (quoted — discussed, not commanded)<section style="padding:8px 20px;word-break:normal;white-space:normal;"><img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…qU2
quoted -
low Obfuscation
obf-base64-blobanysearch推文稿.md:37Long base64-looking blob (quoted — discussed, not commanded)<section style="padding:8px 20px;word-break:normal;white-space:normal;"><img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…dvZ
quoted -
low Obfuscation
obf-base64-blobanysearch推文稿.md:61Long base64-looking blob (quoted — discussed, not commanded)<section style="padding:8px 20px;word-break:normal;white-space:normal;"><img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…5LH
quoted -
low Obfuscation
obf-base64-blobarticles/2026-05-22-faster-whisper-final.html:5Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…aqk/0?from=…" style="width:100%;display:bloc
detector -
low Obfuscation
obf-base64-blobarticles/2026-05-22-faster-whisper-final.html:44Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_jpg/3bFX…HfE/0?from=…" style="width:100%;border-radiu
quoted -
low Obfuscation
obf-base64-blobarticles/2026-05-22-faster-whisper-final.html:101Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…E9Q/0?from=…" style="width:100%;border-ra
quoted -
low Obfuscation
obf-base64-blobarticles/2026-05-22-faster-whisper.html:44Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_jpg/3bFX…HfE/0?from=…" style="width:100%;border-radiu
quoted -
low Obfuscation
obf-base64-blobarticles/2026-05-22-faster-whisper.html:101Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…E9Q/0?from=…" style="width:100%;border-ra
quoted -
low Obfuscation
obf-base64-blobdrafts/article-20260524.html:5Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…qSA/0?from=…" style="width:100%;display:block;
detector -
low Obfuscation
obf-base64-blobdrafts/article-20260524.html:69Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…UxM/0?from=…" style="width:100%;border
quoted -
low Obfuscation
obf-base64-blobdrafts/article-20260524.html:87Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…H8c/0?from=…" style="width:100%;border-radi
quoted -
low Obfuscation
obf-base64-blobdrafts/create_draft_body.json:7Long base64-looking blob (detector / deny-list definition)"content": "<section style=\"padding:0;margin:0;background:#fff;\">\n\n <section style=\"width:100%;margin:0;padding:0;\">\n <img src=\"http://mmbiz.qpic.cn/mmbiz_png/3bFX…W1T
detector -
low Obfuscation
obf-base64-blobdrafts/draft_final.html:5Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…bnQ/0?from=…" style="width:100%;display:bloc
detector -
low Obfuscation
obf-base64-blobdrafts/draft_final.html:43Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…VG0/0?from=…" style="width:200px;display:in
quoted -
low Obfuscation
obf-base64-blobdrafts/draft_final.html:100Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…aLM/0?from=…" style="width:100%;display:blo
detector -
low Obfuscation
obf-base64-blobdrafts/draft_final2.html:100Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…FOs/0?from=…" style="width:100%;display:b
detector -
low Obfuscation
obf-base64-blobdrafts/draft_update.html:4Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…bnQ/0?from=…" style="width:100%;display:bloc
detector -
low Obfuscation
obf-base64-blobdrafts/draft_update.html:36Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…VG0/0?from=…" style="width:200px;display:in
quoted -
low Obfuscation
obf-base64-blobdrafts/draft_update.html:181Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…aLM/0?from=…" style="width:100%;display:blo
detector -
low Obfuscation
obf-base64-blobdrafts/f.html:4Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…bnQ/0?from=…" style="width:100%;display:bloc
detector -
low Obfuscation
obf-base64-blobdrafts/f.html:35Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…VG0/0?from=…" style="width:200px;display:in
quoted -
low Obfuscation
obf-base64-blobdrafts/f.html:71Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…G7g/0?from=…" style="width:100%;display:blo
quoted -
low Obfuscation
obf-base64-blobdrafts/f.json:1Long base64-looking blob (detector / deny-list definition){"articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从ChatGPT到DeepSeek到今天,AI能力跨过门槛后,应用层正在加速爆发。平台都在加技能市场,提示词工程在退场,领域专业在上场。", "content": "<section style=\"padding:0;margin:0;background:#detector -
low Obfuscation
obf-base64-blobdrafts/final_draft.json:1Long base64-looking blob (quoted — discussed, not commanded){"articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从ChatGPT到DeepSeek到今天,AI能力跨过门槛后,应用层正在加速爆发。平台都在加技能市场,提示词工程在退场,领域专业在上场。", "content": "<section style=\"padding:0;margin:0;background:#quoted -
low Obfuscation
obf-base64-blobdrafts/final_submit.json:1Long base64-looking blob (detector / deny-list definition){"articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从ChatGPT到DeepSeek到今天,AI能力跨过门槛后,应用层正在加速爆发。平台都在加技能市场,提示词工程在退场,领域专业在上场。", "content": "<section style=\"padding:0;margin:0;background:#detector -
low Obfuscation
obf-base64-blobdrafts/new_draft_body.json:1Long base64-looking blob (detector / deny-list definition){"articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从智谱清言的定时任务到Claude的Skills到Kimi的Agent Swarm——过去半年AI平台正在集体从\"能聊天\"变成\"能干活\"。这意味着什么?你该学什么?", "content": "<section style=\"padding:0;mardetector -
low Obfuscation
obf-base64-blobdrafts/new_draft2.json:1Long base64-looking blob (detector / deny-list definition){"articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从ChatGPT到DeepSeek到今天,AI能力跨过门槛后,应用层正在加速爆发。平台都在加技能市场,提示词工程在退场,领域专业在上场。", "content": "<section style=\"padding:0;margin:0;background:#detector -
low Obfuscation
obf-base64-blobdrafts/publish_ready.html:5Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…bnQ/0?from=…" style="width:100%;display:bloc
detector -
low Obfuscation
obf-base64-blobdrafts/publish_ready.html:36Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…VG0/0?from=…" style="width:200px;display:in
quoted -
low Obfuscation
obf-base64-blobdrafts/publish_ready.html:65Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…FOs/0?from=…" style="width:100%;display:b
quoted -
low Obfuscation
obf-base64-blobdrafts/push.html:4Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…bnQ/0?from=…" style="width:100%;display:bloc
detector -
low Obfuscation
obf-base64-blobdrafts/push.html:35Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…VG0/0?from=…" style="width:200px;display:in
quoted -
low Obfuscation
obf-base64-blobdrafts/push.html:71Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…G7g/0?from=…" style="width:100%;display:blo
quoted -
low Obfuscation
obf-base64-blobdrafts/push.json:1Long base64-looking blob (detector / deny-list definition){"articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从ChatGPT到DeepSeek到今天,AI能力跨过门槛后,应用层正在加速爆发。平台都在加技能市场,提示词工程在退场,领域专业在上场。", "content": "<section style=\"padding:0;margin:0;background:#detector -
low Obfuscation
obf-base64-blobdrafts/s.html:5Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…bnQ/0?from=…" style="width:100%;display:bloc
detector -
low Obfuscation
obf-base64-blobdrafts/s.html:36Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…VG0/0?from=…" style="width:200px;display:in
quoted -
low Obfuscation
obf-base64-blobdrafts/s.html:65Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…G7g/0?from=…" style="width:100%;display:blo
quoted -
low Obfuscation
obf-base64-blobdrafts/s.json:1Long base64-looking blob (detector / deny-list definition){"articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从ChatGPT到DeepSeek到今天,AI能力跨过门槛后,应用层正在加速爆发。平台都在加技能市场,提示词工程在退场,领域专业在上场。", "content": "<section style=\"padding:0;margin:0;background:#detector -
low Obfuscation
obf-base64-blobdrafts/self-growing-ai-final.html:5Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…csk/0?from=…" style="width:100%;display:block;
detector -
low Obfuscation
obf-base64-blobdrafts/self-growing-ai-final.html:39Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…Bbs/0?from=…" style="width:100%;display:blo
quoted -
low Obfuscation
obf-base64-blobdrafts/self-growing-ai-final.html:68Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…km8/0?from=…" style="width:200px;display:inl
quoted -
low Obfuscation
obf-base64-blobdrafts/self-growing-ai-final.html:97Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…gmU/0?from=…" style="width:100%;display:bl
quoted -
low Obfuscation
obf-base64-blobdrafts/self-growing-ai-final.html:166Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…km8/0?from=…" style="width:200px;display:inl
quoted -
low Obfuscation
obf-base64-blobdrafts/sub.html:4Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…bnQ/0?from=…" style="width:100%;display:bloc
detector -
low Obfuscation
obf-base64-blobdrafts/sub.html:35Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…VG0/0?from=…" style="width:200px;display:in
quoted -
low Obfuscation
obf-base64-blobdrafts/sub.html:71Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…G7g/0?from=…" style="width:100%;display:blo
quoted -
low Obfuscation
obf-base64-blobdrafts/sub.json:1Long base64-looking blob (detector / deny-list definition){"articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从ChatGPT到DeepSeek到今天,AI能力跨过门槛后,应用层正在加速爆发。平台都在加技能市场,提示词工程在退场,领域专业在上场。", "content": "<section style=\"padding:0;margin:0;background:#detector -
low Obfuscation
obf-base64-blobdrafts/sub2.json:1Long base64-looking blob (detector / deny-list definition){"articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从ChatGPT到DeepSeek到今天,AI能力跨过门槛后,应用层正在加速爆发。平台都在加技能市场,提示词工程在退场,领域专业在上场。", "content": "<section style=\"padding:0;margin:0;background:#detector -
low Obfuscation
obf-base64-blobdrafts/submit.html:4Long base64-looking blob (detector / deny-list definition)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…bnQ/0?from=…" style="width:100%;display:bloc
detector -
low Obfuscation
obf-base64-blobdrafts/submit.html:35Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/mmbiz_png/3bFX…VG0/0?from=…" style="width:200px;display:in
quoted -
low Obfuscation
obf-base64-blobdrafts/submit.html:71Long base64-looking blob (quoted — discussed, not commanded)<img src="http://mmbiz.qpic.cn/sz_mmbiz_png/3bFX…G7g/0?from=…" style="width:100%;display:blo
quoted -
low Obfuscation
obf-base64-blobdrafts/submit.json:1Long base64-looking blob (detector / deny-list definition){"articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从ChatGPT到DeepSeek到今天,AI能力跨过门槛后,应用层正在加速爆发。平台都在加技能市场,提示词工程在退场,领域专业在上场。", "content": "<section style=\"padding:0;margin:0;background:#detector -
low Obfuscation
obf-base64-blobdrafts/update_body.json:1Long base64-looking blob (detector / deny-list definition){"media_id": "", "articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从智谱清言的定时任务,到Claude的Skills,到Kimi的Agent Swarm——过去半年,AI平台正在集体从\"能聊天\"变成\"能干活\"。这意味着什么?你该学什么?", "content": "<section stdetector -
low Obfuscation
obf-base64-blobdrafts/update_body2.json:8Long base64-looking blob (detector / deny-list definition)"content": "<section style=\"padding:0;margin:0;background:#fff;\">\n\n <section style=\"width:100%;margin:0;padding:0;\">\n <img src=\"http://mmbiz.qpic.cn/mmbiz_png/3bFX…W1T
detector -
low Obfuscation
obf-base64-blobdrafts/update_body3.json:1Long base64-looking blob (detector / deny-list definition){"media_id": "wJTc…tud", "articles": [{"title": "你的AI正在变成一个工具箱", "author": "巡梦人", "digest": "从智谱清言的定时任务到Claude的Skills到Kimi的Agent Swarm——过去半年AI平台detector -
low Obfuscation
obf-base64-blobdrafts/update_draft_body.json:8Long base64-looking blob (detector / deny-list definition)"content": "<section style=\"padding:0;margin:0;background:#fff;\">\n\n <section style=\"width:100%;margin:0;padding:0;\">\n <img src=\"http://mmbiz.qpic.cn/mmbiz_png/3bFX…W1T
detector -
low Secrets in code
secret-high-entropy-tokenscripts/upload_image.py:28High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)boundary = "----…0gW"
quoted -
low Secrets in code
secret-high-entropy-tokenscripts/upload_image.py:66High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)boundary = "----…0gW"
quoted
Files scanned: 44. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
✓ No remarks against the Agent Skills spec
Process rating: all ten parameters 57/100
- 0Result and completion. Does not say what the result is
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 30Running it twice. 2 mutating operations with no state check
- 60Tools and files. Uses tools (web) that frontmatter does not declare
- 70When it triggers. States when to use, but not when not to
- 70Inputs and preconditions. Inputs and preconditions are listed
- 100Steps. 20 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1053 tokens
- low The response is described with custom markup (3 tags): a typed call is more reliable
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- -33 of 4 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 407: enough signal without eating the budget
- +4Structure: 20 headings
- +3Step-by-step instructions: 20 items
- +4Has examples (9 code blocks)
- +4Reference files are cited in the instructions (2 of 3)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 85.