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coinluu/xhs-topic-strategist-skill
Agent-agnostic Markdown skill for Xiaohongshu topic planning, trend matching, scoring, and risk review. No code dependencies.
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
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Week of Oct 26, 2026 · Line counts unavailable
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Heat
0.3- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
Individual skills in this repository
How it works
When your agent uses it
What it loads into context
Frontmatter
0 tokensAlways available to the agent
SKILL.md
1,561 tokensWhen the skill is activated
Reference documents
84,102 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 1. Purpose
- 2. Recommended Input Mode
- 3. Supported Input Modes
- 4. Missing Input Handling
- 5. Execution Protocol
- 6. Hotspot Handling Rules
- 7. Account Discovery Rules
- 8. Topic Scoring
- 9. Risk Review
- 10. Output Requirements
- 11. Human-in-the-Loop Boundary
- 12. Agent Behavior Rules
Files
.github/ISSUE_TEMPLATE/bug_report.mddoc405 bytes.github/ISSUE_TEMPLATE/niche_request.mddoc621 bytes.github/PULL_REQUEST_TEMPLATE.mddoc615 bytes.gitignoreasset71 bytesACCOUNT_DISCOVERY.mddoc6,519 bytesAGENT_USAGE.mddoc7,585 bytesCHANGELOG.mddoc671 bytesCODE_OF_CONDUCT.mddoc1,285 bytesCONTRIBUTING.mddoc3,420 bytesFAQ.mddoc1,530 bytesFINAL_AGENT_PROMPT.mddoc4,218 bytesHOTSPOT_SOURCES.mddoc13,471 bytesINPUT_SCHEMA.mddoc4,850 bytesLICENSEasset1,056 bytesNICHE_TAXONOMY.mddoc24,266 bytesOUTPUT_SCHEMA.mddoc5,689 bytesREADME.en.mddoc3,797 bytesREADME.mddoc10,569 bytesRISK_RULES.mddoc11,194 bytesSCORING_RULES.mddoc11,548 bytesSECURITY.mddoc1,385 bytesSKILL.mdcore6,852 bytesWORKFLOW.mddoc8,413 bytesXHS_STYLE_GUIDE.mddoc7,785 bytesassets/social-preview.mddoc852 bytesdocs/EXAMPLES.mddoc999 bytesdocs/INSTALLATION.mddoc893 bytesdocs/QUICKSTART.mddoc1,411 bytesdocs/ROADMAP.mddoc1,023 bytesdocs/USE_CASES.mddoc1,930 bytesdocs/WHY_THIS_SKILL.mddoc1,932 bytesexamples/sample_account_profile.mddoc3,137 bytesexamples/sample_hotspots.mddoc8,479 bytesexamples/sample_input.mddoc4,454 bytesexamples/sample_output.mddoc28,186 bytesniches/aesthetic_medicine.mddoc3,916 bytesniches/ai_productivity.mddoc3,649 bytesniches/business_startup.mddoc3,185 bytesniches/cooking_baking.mddoc3,291 bytesniches/digital_appliance.mddoc3,557 bytesniches/fashion.mddoc3,625 bytesniches/finance_literacy.mddoc3,428 bytesniches/fitness.mddoc3,306 bytesniches/food_drink.mddoc3,457 bytesniches/fragrance.mddoc3,595 bytesniches/handmade.mddoc3,211 bytesniches/home.mddoc3,429 bytesniches/jewelry.mddoc3,525 bytesniches/k12.mddoc3,323 bytesniches/local_life.mddoc3,425 bytesniches/makeup.mddoc3,592 bytesniches/maternity.mddoc3,623 bytesniches/parenting.mddoc3,370 bytesniches/pets.mddoc3,318 bytesniches/photography.mddoc3,205 bytesniches/psychology.mddoc3,414 bytesniches/reading_growth.mddoc3,203 bytesniches/relationship.mddoc3,345 bytesniches/skincare.mddoc4,289 bytesniches/study_abroad.mddoc3,305 bytesniches/travel.mddoc3,380 bytesniches/wellness.mddoc3,611 bytesniches/workplace.mddoc3,339 bytestemplates/account_profile_template.mddoc3,133 bytestemplates/daily_report_template.mddoc3,008 bytestemplates/hotspot_input_template.mddoc1,663 bytestemplates/json_output_template.mddoc4,563 bytestemplates/risk_review_template.mddoc1,689 bytestemplates/topic_plan_template.mddoc4,044 bytes
Read SKILL.md
# XHS Topic Strategist Skill
## 1. Purpose
This is a cross-agent Skill for Xiaohongshu intelligent topic strategy and content planning. Any Agent that can read Markdown files may invoke this Skill directly.
This Skill is used to complete:
- Lightweight account profile reading
- Hotspot discovery or hotspot interpretation
- Niche matching
- Topic generation
- Topic scoring
- Xiaohongshu content planning
- Xiaohongshu tone and style optimizationView the complete source on GitHubSkills included
Repository facts
- License
- MIT
- Created
- Jun 17, 2026
- Last pushed
- Jul 21, 2026
- Forks
- 4
- Open issues
- 0
- Project activity
- Slowing
Before you install
Instructions onlyAutomated signals, not a guarantee
Checked Nov 5, 2026
- No broad tool permissions
- No dangerous shell commands
- 13 network referencesin 5 files: README.en.md:6 README.md:6 INPUT_SCHEMA.md:147 and 2 more
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- 2 references to secretsin 2 files: .gitignore:4 SECURITY.md:12
- No requests to vote in Hot
Show all 15 signals by file
.gitignore
- Access to secretsline 4
[Credential-related source omitted]
INPUT_SCHEMA.md
- Network accessline 147
- account_url:https://www.xiaohongshu.com/user/profile/xxxx
README.en.md
- Network accessline 6
 - Network accessline 7
 - Network accessline 8
 - Network accessline 9
 - Network accessline 10

README.md
- Network accessline 6
 - Network accessline 7
 - Network accessline 8
 - Network accessline 9
 - Network accessline 10

SECURITY.md
- Access to secretsline 12
[Credential-related source omitted]
docs/INSTALLATION.md
- Network accessline 18
git clone https://github.com/coinluu/xhs-topic-strategist-skill.git
examples/sample_input.md
- Network accessline 109
- account_url:https://www.xiaohongshu.com/user/profile/example
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
Signal confidence: 14 facts
- Network access in code of documentationINPUT_SCHEMA.md:147Low confidence
- Network access in prose of documentationREADME.en.md:6Low confidence
- Network access in prose of documentationREADME.en.md:7Low confidence
- Network access in prose of documentationREADME.en.md:8Low confidence
- Network access in prose of documentationREADME.en.md:9Low confidence
- Network access in prose of documentationREADME.en.md:10Low confidence
- Network access in prose of documentationREADME.md:6Low confidence
- Network access in prose of documentationREADME.md:7Low confidence
- Network access in prose of documentationREADME.md:8Low confidence
- Network access in prose of documentationREADME.md:9Low confidence
- Network access in prose of documentationREADME.md:10Low confidence
- Access to secrets in prose of documentationSECURITY.md:12Low confidence
- Network access in code of documentationdocs/INSTALLATION.md:18Low confidence
- Network access in code of documentationexamples/sample_input.md:109Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Unknown | No evidence | |
| Codex | Unknown | No evidence | |
| Cursor | Unknown | No evidence | |
| Gemini CLI | Unknown | No evidence | |
| GitHub Copilot | Unknown | No evidence | |
| OpenCode | Unknown | No evidence |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.