A native research-first pipeline that turns a topic, notes, article, URL, or transcript into a sourced article with an evidence ledger, polished Markdown, in...
---
name: "research-to-wechat"
description: "A native research-first pipeline that turns a topic, notes, article, URL, or transcript into a sourced article with an evidence ledger, polished Markdown, inline visuals, cover image, WeChat-ready HTML, browser/API-ready draft assets, and optional multi-platform distribution. Use when the user wants 深度研究、改写成公众号、写作、排版、配图、HTML 转换、公众号草稿生成、多平台分发."
license: "MIT"
metadata: {"openclaw":{"emoji":"🔬","homepage":"https://github.com/Fei2-Labs/skill-genie","requires":{"anyBins":["python3"]},"primaryEnv":"WECHAT_APPID"},"version":"0.5.6","category":"content-generation","author":"Skill Genie","license":"MIT","tags":["wechat","research","content-generation","publishing"],"hermes":{"tags":["wechat","research","content-generation","publishing"]}}
---
# Research to WeChat
<!-- // TODO: split SKILL.md into smaller modules/components -->
Use this skill as a native, research-first article system. It does not route execution to external skills.
## Core Rules
- Match the user's language.
- Ask one question at a time.
- Ask only when the answer changes source interpretation, structure frame, style fidelity, or draft delivery behavior.
- Keep Markdown as the canonical article asset until the HTML handoff.
- Save a draft only. Never publish live.
- Separate verified fact, working inference, and open question.
- Every major claim must be traceable to a source.
- Every article must end with a "## 参考链接" or "## References" section listing all sources.
- Apply the full normalization checklist before HTML rendering.
- Every inline image must pass a two-tier evaluation: eliminate defects first, then verify content match.
- the renderer converts `[text](url)` into `text (url)` because WeChat forbids clickable links.
- Never pretend the workflow did interviews, long field research, team debate, or hands-on testing when it did not.
- Prefer visible disclosure of AI assistance and source scope.
- Treat source capture as a runtime boundary: preserve title, author, description, body text, and image list before rewriting.
## Operating Paths
- `Path A: research-first article`
use for: topic, keyword, question, notes, transcript, subtitle file
goal: build the article from a research brief and evidence ledger
- `Path B: source-to-WeChat edition`
use for: article text, markdown file, article URL, WeChat URL
goal: preserve the useful source core, then rebuild it for WeChat reading and distribution
Default routing:
- procedural or tool-teaching material -> `tutorial`
- thesis, trend, strategy, critique, case material -> `deep-analysis`
- multi-topic roundup -> `newsletter`
## Accepted Inputs
- keyword, topic phrase, or question
- notes, outline, or raw material dump
- article text
- markdown file
- PDF paper, report, or whitepaper
- article URL
- WeChat article URL
- video URL
- full transcript
- subtitle file that can be expanded into a full transcript
PDF policy:
- extract all figures, charts, tables, and diagrams as image assets
- save extracted figures to `imgs/source-fig-*.png`
- record captions and page numbers in `source.md`
- prefer source figures over generated visuals when they support the claim
Video policy:
- a video source is valid only when the workflow can obtain the full spoken transcript
- first attempt transcript recovery from the page, captions, or subtitle assets
- if no full transcript is obtainable, ask for the transcript or subtitle file and wait
## Output
Create one workspace per article:
`research-to-wechat/YYYY-MM-DD-<slug>/`
Required assets:
- `source.md`
- `brief.md`
- `research.md`
- `article.md`
- `article-formatted.md`
- `article.html`
- `manifest.json`
- `imgs/cover.png`
- inline illustration files referenced by the markdown body
Required frontmatter in final markdown:
- `title`
- `author`
- `description`
- `digest`
- `coverImage`
- `styleMode`
- `sourceType`
- `structureFrame`
- `disclosure`
`manifest.json` must capture:
- `pathMode`
- `styleMode`
- `structureFrame`
- `sourceType`
- `confidence`
- `draftStatus`
- output paths
`manifest.json.outputs.wechat` must include:
- `markdown`
- `html`
- `cover_image`
- `title`
- `author`
- `digest`
- `images`
## Script Directory
Determine this SKILL.md directory as `SKILL_DIR`, then use `${SKILL_DIR}/scripts/<name>`.
| Script | Purpose |
|--------|---------|
| `scripts/fetch_wechat_article.py` | WeChat article fetch (mobile UA) |
| `scripts/wechat_delivery.py` | Native WeChat delivery entrypoint (`check`, `design-catalog`, `render`, `upload-images`, `save-draft`) |
| `scripts/install-openclaw.sh` | OpenClaw skill installer |
## Native Capability Contract
This skill executes every stage itself:
- source ingest via bundled fetch script, browser tools, and PDF inspection
- markdown polish via normalization rules in this skill
- inline visual planning and cover direction via native article analysis
- design catalog compile via `python3 "${SKILL_DIR}/scripts/wechat_delivery.py" design-catalog`
- WeChat HTML rendering via `python3 "${SKILL_DIR}/scripts/wechat_delivery.py" render`
- image upload via `python3 "${SKILL_DIR}/scripts/wechat_delivery.py" upload-images`
- draft save via `python3 "${SKILL_DIR}/scripts/wechat_delivery.py" save-draft`
- multi-platform distribution via native browser/API steps when Phase 8 is requested
Use the internal contract in [capability-map.md](references/capability-map.md).
## Delivery Ladder
Resolve WeChat draft delivery in this order:
1. `L0 official-http`: `WECHAT_APPID` and `WECHAT_SECRET` are ready, so bundled scripts call the official media and draft APIs directly
2. `L1 assisted-browser`: only use a browser when the account setup or draft inspection needs human help
3. `L2 manual-handoff`: stop with exact file paths and required API fields when official delivery cannot proceed
## Author Config (EXTEND.md)
The renderer reads an optional `EXTEND.md` for author-specific CTA content and preferences. This keeps the skill generic — CTA text, QR codes, and blog URLs belong to the author, not the skill.
Lookup order: project dir → `~/.config/research-to-wechat/` → `~/.research-to-wechat/`
See [author-config.md](references/author-config.md) for the full format and field reference.
When `EXTEND.md` is present with a `cta` section, the renderer appends a styled CTA block after the article body. When absent, no CTA is rendered.
## Style Resolution
Resolve style in this order:
1. explicit user instruction
2. preset mode
3. author mode
4. custom brief
Use the full style system in [style-engine.md](references/style-engine.md).
Visual rendering is decided by:
- `styleMode`
- `structureFrame`
- `light` or `dark` output mode
## Execution
Run the article through these phases:
1. intake and route selection
2. source packet, brief, and strategic clarification
3. research architecture with structured question lattice
4. research merge and evidence ledger
5. frame-routed master draft with normalization checklist, writing self-check, and **machine-verified Chinese de-AI scan** (Phase 5 must not proceed without running these):
```bash
# negation-contrast patterns (must be 0 hits)
grep -n '不是.*而是\|不仅.*而且\|不只.*更\|不再.*而是\|已经不是' article-formatted.md
# em-dash count (≤5 in body)
grep -c '——' article-formatted.md
# exclamation marks (must be 0)
grep -c '!' article-formatted.md
```
6. **微信敏感词合规检查**(⛔ 必须通过才能继续):用 `wechat-compliance-check` 扫描 `article-formatted.md`,有命中则改写后重新扫描,直到零违规。
7. refinement, visual strategy, and image evaluation
**⛔ Pre-delivery compliance gate (BLOCKING — must execute before Phase 8):**
Long sessions cause attention decay on early-loaded rules. Before proceeding to HTML rendering and draft save, you MUST:
1. **Re-read the project's AGENTS file** (`cat` the file, do not rely on memory). For WeChat projects this is `../AGENTS-wechat.md` or the path specified in `AGENTS.md`.
2. **Walk every rule in the AGENTS file line by line** and verify the current article/HTML against it. Check file location, typography, HTML constraints, CTA, image rules — every single one.
3. Output a checklist to the terminal with ✅/❌ per rule. Any ❌ must be fixed before continuing.
This step exists because context-window attention decay will cause you to forget rules loaded at session start. Do not skip it. Do not check from memory.
8. native WeChat HTML rendering via `wechat_delivery.py render`, image upload, draft save, and manifest.
**Image upload rules:**
- If `imgs/cdn-urls.json` already exists from a previous upload, **skip re-uploading unchanged images**. Only upload new or modified files (compare filename + file size/mtime).
- `wechatqr.png` (CTA QR code) must reuse the existing CDN URL from project-level `images/wechatqr.png` or a previous `cdn-urls.json`. Never re-upload the same QR code per article.
- After upload, always merge new CDN URLs into the existing `cdn-urls.json` (not overwrite).
**Draft save rules:**
- If `manifest.json` already contains a `media_id`, pass `--media-id` to `save-draft` to **update the existing draft**. Never create a duplicate.
- If a duplicate draft was accidentally created, delete it via API (`draft/delete`) immediately and keep only the original `media_id`.
- `manifest.json` is the single source of truth for `media_id`.
**Before draft save, run HTML compliance check** (must all pass):
```bash
grep -c 'class=' article.html # must be 0
grep -c '<style' article.html # must be 0
grep -c '<a href' article.html # must be 0
# outermost <section> must have background
python3 -c "import re;h=open('article.html').read();m=re.search(r'<section[^>]*>',h);print('OK' if m and 'background' in m.group() else 'FAIL')"
```
**Known issue: `render` collapses newlines inside `<code>` blocks.**
The renderer converts markdown fenced code blocks into single-line `<code>` content, stripping all `\n` characters. Multi-line code will display as one long line.
Detection: `python3 -c "import re;h=open('article.html').read();codes=[c for c in re.findall(r'<code>(.*?)</code>',h,re.DOTALL) if len(c)>80 and '<br' not in c];print(f'{len(codes)} collapsed code blocks' if codes else 'OK')"`
Fix: extract code blocks from the source markdown (which preserves newlines), HTML-escape them, replace `\n` with `<br/>`, and substitute back into the rendered HTML. **WeChat ignores literal `\n` in HTML — only `<br/>` produces visible line breaks.** When HTML-escaping code content, only escape `&`, `<`, `>`, and `"`. **Do NOT escape single quotes** (`'` → `'`) — WeChat renders the entity literally as `'` instead of `'`. This must run after `render` and before `save-draft`.
**Known issue: `render` outputs `<thead>` without dark background.**
In dark mode, table headers render with browser-default white/transparent background, making header text invisible. Fix: add `background:#1E293B` (or the design's surface color) to `<tr>` and `<th>` inside `<thead>`. Also ensure `<td>` has explicit `background` matching the page background.
**Known issue: `render` duplicates ordered list numbering.**
Markdown `1. 2. 3.` becomes `<ol><li>1. text</li>` — the `<ol>` auto-numbers AND the literal `1.` prefix remains. Fix: strip the leading `N. ` from each `<li>` content.
**Known issue: `render` keeps the H1/H2 title in the HTML body.**
WeChat article titles are set via the draft API `title` field, not in the HTML body. The renderer copies the markdown `# title` into an `<h2>`. Per WeChat typography rules, this must be removed. Fix: delete the `<section>` containing the `<h2>` that matches the draft title.
**Known issue: `--upload-map` may not replace all image paths.**
After rendering with `--upload-map`, verify that zero `src="imgs/"` local paths remain. If any survive, do a string replace pass in post-processing. Detection: `grep -c 'src="imgs/' article.html` must be 0.
**Known issue: reference link section has oversized letter-spacing on mobile.**
The body `line-height:1.9` and `font-size:15px` cause long URLs in the reference section to spread out on mobile. Fix: override the reference section `<p>` tags with `font-size:13px;line-height:1.6;word-break:break-all;text-align:left`.
**File path rule: always follow the project's AGENTS file for output directory.**
This skill defaults to `research-to-wechat/YYYY-MM-DD-<slug>/`. If the project AGENTS specifies a different convention (e.g. `YYYY-MM-DD-<slug>/` at project root), the project rule overrides this skill's default. Check the project AGENTS before creating the workspace directory.
9. optional multi-platform content generation and distribution
Phase 9 only executes when the user explicitly requests it.
Use the execution contract in [execution-contract.md](references/execution-contract.md).
Use the platform copy specs in [platform-copy.md](references/platform-copy.md) for Phase 8.
## Done Condition
The skill is complete only when all of these hold:
- the article reads as researched before it reads as polished
- the route choice and structure frame fit the source instead of forcing one house style
- the chosen style is visible without collapsing into imitation
- the writing framework self-check for the chosen frame has been applied
- the evidence ledger clearly separates fact from interpretation
- every visual adds narrative or explanatory value
- the normalization checklist has been applied: no citation artifacts, no LaTeX, no broken tables, no scraped UI remnants
- every image placeholder was evaluated against placement criteria before generation
- every generated or selected image passed the two-tier quality check
- markdown and HTML agree on title, summary, cover, and image paths
- HTML contains zero `class=` attributes, zero `<style>` tags, zero `<a href>` links, and outermost `<section>` has explicit `background`
- `manifest.json` agrees with the actual output set and draft state
- the article does not overclaim research effort or authorship
- `wechat-compliance-check` returned zero violations on the final markdown
- the workflow can stop safely at the highest-quality completed artifact if a later handoff fails
- if Phase 8 was triggered, platform copies follow [platform-copy.md](references/platform-copy.md) and manifest includes their output entries
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