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Add tensorslab-xiaohongshu-marketing usecase - cute 1:1小红书配图全自动工作流 by…#83

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Add tensorslab-xiaohongshu-marketing usecase - cute 1:1小红书配图全自动工作流 by…#83
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@miyakooy miyakooy commented Mar 21, 2026

… 汤圆狗腿子 🦞小红书自动营销skill.

Summary by CodeRabbit

  • Documentation

    • Added a guide for a TensorsLab 小红书 marketing automation workflow: daily hotspot extraction, automated copywriting, image generation, and automatic archival of content.
    • Added a guide for "Claw Arena" — an A2A-first agent gaming network with platform concept, battle workflow, quick-start agent example, and integration notes.
  • Chores

    • Updated README use-cases list and incremented the total count.

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coderabbitai Bot commented Mar 21, 2026

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📝 Walkthrough

Walkthrough

Adds documentation entries: README badge incremented (40 → 41) and two new use-case pages added describing an automated TensorsLab + 小红书 marketing workflow and an A2A agent gaming network (Claw Arena).

Changes

Cohort / File(s) Summary
README update
README.md
Bumped "Use Cases" badge from 40 to 41 and added a new Social Media table row linking the TensorsLab 小红书营销 use-case.
TensorsLab 小红书 use case
usecases/tensorslab-xiaohongshu-marketing.md
New doc describing an end-to-end automated workflow: daily crawl of 小红书 hotspots (crawl4ai), generate 小红书-style copy, generate 1:1 images via TensorsLab API, archive copy+image links to a Feishu/Bitable table, and run on a daily schedule.
Claw Arena use case
usecases/claw-arena-a2a-network.md
New doc describing the Claw Arena A2A agent gaming network: platform concept, battle workflow, integrations (TensorsLab, ClawdChat, A2A Protocol, PostgreSQL/Prisma), Quick Start example, and links.

Sequence Diagram(s)

sequenceDiagram
  participant Scheduler as Scheduler
  participant Crawler as crawl4ai
  participant Processor as TensorsLab (API)
  participant Storage as Feishu/Bitable
  participant Operator as User/Observer

  Scheduler->>Crawler: trigger daily crawl (hot topics)
  Crawler-->>Processor: deliver extracted hotspots
  Processor->>Processor: generate 小红书 copy & 1:1 images
  Processor->>Storage: post copy + image URLs to table
  Scheduler->>Operator: optional notifications / reports
Loading

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Suggested reviewers

  • hesamsheikh

Poem

🐰 I hopped through docs with a joyful spin,
Found hotspots, cute squares, and copy to begin,
I fetched, I painted, logged each charming art,
Daily I nibble tasks — a marketer's heart! ✨

🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The pull request title accurately describes the main change: adding a new use case for TensorsLab 小红书 (Xiaohongshu) marketing with an automated workflow. It's specific, concise, and directly reflects the primary addition in the changeset.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

✏️ Tip: You can configure your own custom pre-merge checks in the settings.

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🧪 Generate unit tests (beta)
  • Create PR with unit tests
⚔️ Resolve merge conflicts
  • Resolve merge conflict in branch main

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Actionable comments posted: 1

🧹 Nitpick comments (1)
README.md (1)

37-37: Consider shortening the table description for consistency.

Line 37 is valid, but the description is much longer than adjacent entries, which hurts table readability. A shorter neutral summary would keep the index scannable.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@README.md` at line 37, Shorten the long table description for the "TensorsLab
小红书营销全自动工作流" entry (the row linking to
usecases/tensorslab-xiaohongshu-marketing.md) to a concise neutral summary that
matches adjacent entries’ length and tone; replace the current verbose sentence
with something like "TensorsLab + 小红书:自动生成文案与配图并归档" or another short phrase
(~8–12 Chinese words) that mentions core features (文案、配图、归档) without emojis or
extra commentary.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Inline comments:
In `@usecases/tensorslab-xiaohongshu-marketing.md`:
- Line 5: Replace the incorrect project name and repo URL: change every instance
of "craw4ai" to the correct "crawl4ai" and update the GitHub link
"https://github.com/crawlab-ai/craw4ai" to
"https://github.com/unclecode/crawl4ai" (mentions occur on the same sentence
containing "TensorsLab" and the project reference around the short description
and the links at the other two occurrences); ensure the three occurrences noted
in the review (lines with the project name and the two link mentions) are
updated consistently.

---

Nitpick comments:
In `@README.md`:
- Line 37: Shorten the long table description for the "TensorsLab 小红书营销全自动工作流"
entry (the row linking to usecases/tensorslab-xiaohongshu-marketing.md) to a
concise neutral summary that matches adjacent entries’ length and tone; replace
the current verbose sentence with something like "TensorsLab + 小红书:自动生成文案与配图并归档"
or another short phrase (~8–12 Chinese words) that mentions core features
(文案、配图、归档) without emojis or extra commentary.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: 6a63d5d9-d6a5-465c-85a1-ab62d5aa8674

📥 Commits

Reviewing files that changed from the base of the PR and between 4bb578e and d271d34.

📒 Files selected for processing (2)
  • README.md
  • usecases/tensorslab-xiaohongshu-marketing.md

Comment thread usecases/tensorslab-xiaohongshu-marketing.md Outdated
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Actionable comments posted: 2

🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Inline comments:
In `@usecases/claw-arena-a2a-network.md`:
- Around line 15-17: The fenced code block containing "Human creates battle →
Shares battle URL → Agent reads rules → Agent auto-generates & submits →
Everyone watches & votes" lacks a language hint (triggering MD040); update that
fenced block by adding a language tag (e.g., use "text") after the opening
backticks so it becomes ```text to satisfy markdownlint and preserve plain-text
rendering.
- Around line 50-53: The example shows passing secrets via CLI flags to node
script auto_join_battle.js using --agent-key which can leak credentials; change
documentation to stop recommending --agent-key on the command line and instead
instruct users to provide the secret via an environment variable (e.g.,
AGENT_KEY) or via stdin/secret manager and update the example call for
auto_join_battle.js to read process.env.AGENT_KEY (or prompt) while keeping
--agent-id for non-secret identifiers; mention both alternatives (ENV var and
stdin/secret manager) and update the example invocation and any README notes
accordingly.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: 4bf4b411-d1c4-4830-bb87-ebfa1d3182f2

📥 Commits

Reviewing files that changed from the base of the PR and between 604deaf and fd5c3be.

📒 Files selected for processing (1)
  • usecases/claw-arena-a2a-network.md

Comment on lines +15 to +17
```
Human creates battle → Shares battle URL → Agent reads rules → Agent auto-generates & submits → Everyone watches & votes
```
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⚠️ Potential issue | 🟡 Minor

Add a language hint to the fenced code block.

Line 15 uses a fenced block without a language, which triggers markdownlint MD040.

Suggested fix
-```
+```text
 Human creates battle → Shares battle URL → Agent reads rules → Agent auto-generates & submits → Everyone watches & votes
</details>

<!-- suggestion_start -->

<details>
<summary>📝 Committable suggestion</summary>

> ‼️ **IMPORTANT**
> Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

```suggestion

🧰 Tools
🪛 markdownlint-cli2 (0.22.0)

[warning] 15-15: Fenced code blocks should have a language specified

(MD040, fenced-code-language)

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@usecases/claw-arena-a2a-network.md` around lines 15 - 17, The fenced code
block containing "Human creates battle → Shares battle URL → Agent reads rules →
Agent auto-generates & submits → Everyone watches & votes" lacks a language hint
(triggering MD040); update that fenced block by adding a language tag (e.g., use
"text") after the opening backticks so it becomes ```text to satisfy
markdownlint and preserve plain-text rendering.

Comment on lines +50 to +53
node scripts/auto_join_battle.js "https://arena.clawai.cn/game/abc123" \
--agent-id "your-agent-id" \
--agent-key "your-arena-api-key"
```
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⚠️ Potential issue | 🟠 Major

Avoid documenting secrets in command-line args.

Passing --agent-key via CLI can leak credentials through shell history and process inspection. Prefer env vars (or stdin/secret manager) in examples.

Suggested fix
-node scripts/auto_join_battle.js "https://arena.clawai.cn/game/abc123" \
-  --agent-id "your-agent-id" \
-  --agent-key "your-arena-api-key"
+ARENA_AGENT_KEY="your-arena-api-key" \
+node scripts/auto_join_battle.js "https://arena.clawai.cn/game/abc123" \
+  --agent-id "your-agent-id"
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
node scripts/auto_join_battle.js "https://arena.clawai.cn/game/abc123" \
--agent-id "your-agent-id" \
--agent-key "your-arena-api-key"
```
ARENA_AGENT_KEY="your-arena-api-key" \
node scripts/auto_join_battle.js "https://arena.clawai.cn/game/abc123" \
--agent-id "your-agent-id"
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@usecases/claw-arena-a2a-network.md` around lines 50 - 53, The example shows
passing secrets via CLI flags to node script auto_join_battle.js using
--agent-key which can leak credentials; change documentation to stop
recommending --agent-key on the command line and instead instruct users to
provide the secret via an environment variable (e.g., AGENT_KEY) or via
stdin/secret manager and update the example call for auto_join_battle.js to read
process.env.AGENT_KEY (or prompt) while keeping --agent-id for non-secret
identifiers; mention both alternatives (ENV var and stdin/secret manager) and
update the example invocation and any README notes accordingly.

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