channel-selection
Choose a small channel portfolio based on audience behavior, product demonstration fit, intent, economics, and existing evidence.
Skill by luxiaolei
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/luxiaolei-channel-selection
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/channel-selection
What's inside
- Skill name
channel-selection- Description
- Choose a small channel portfolio based on audience behavior, product demonstration fit, intent, economics, and existing evidence.
- License
- MIT
- Instructions
- 20 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- SKILL.zh-CN.md
SKILL.md (first lines)
# Channel Selection Channels are experiments, not obligations. ## Method 1. Define the audience, buying motion, product category, average value, sales cycle, geography/language, and content demonstration fit. 2. Evaluate candidate channels on audience presence, intent quality, product-channel fit, ability to demonstrate value, distribution cost, feedback speed, measurement quality, and operational constraints. 3. Prefer channels that can connect to a relevant landing page and measurable activation event. 4. For developer products, consider search/docs, GitHub, technical communities, demos, directories, and launch surfaces before assuming short-form social. 5. For visual consumer products, consider short video and creator surfaces when the product can be demonstrated clearly. 6. For higher-value B2B, consider search/GEO, founder-led content, LinkedIn, case studies, email, webinars, partnerships, and selective outbound. 7. Select a small portfolio: one or two primary acquisition channels plus supporting distribution. Define a stop condition before scaling. 8. Do not automate community participation in ways that violate platform rules or degrade trust. ## Output Return selected channels, rejected channels and reasons, channel hypothesis, required assets/tools, budget or time allocation, success metric, and stop/review rule.
From luxiaolei/AutoSpread, MIT.
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channel-operations
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Prepare, publish, schedule, and verify approved content through authorized APIs, CLIs, or UI automation while preserving external evidence.
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customer-research
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Make product and content pages easy for people and answer engines to understand, extract, verify, compare, and cite without treating GEO as a ranking hack.
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international-seo
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 27, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/luxiaolei/AutoSpread
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from luxiaolei
- 0.567score
autospread
luxiaolei
Growth Lead method for diagnosing the biggest growth constraint, choosing the smallest useful playbook, and operating within an explicit autonomy policy.
SkillAFreshness: AClaude Code +9 - 0.561score
agent-readiness
luxiaolei
Make a website usable by user-triggered AI agents and machine clients without confusing agent operability with GEO ranking.
SkillAFreshness: AClaude Code +9 - 0.561score
paid-acquisition
luxiaolei
Run bounded paid acquisition experiments only when audience, offer, destination, attribution, budget, and stop rules are ready.
SkillAFreshness: AClaude Code +9 - 0.561score
customer-research
luxiaolei
Research customer problems, alternatives, triggers, objections, and language with traceable evidence that can change product or growth decisions.
SkillAFreshness: AClaude Code +9 - 0.561score
channel-operations
luxiaolei
Prepare, publish, schedule, and verify approved content through authorized APIs, CLIs, or UI automation while preserving external evidence.
SkillAFreshness: AClaude Code +9 - 0.561score
ecommerce-seo
luxiaolei
Audit stores and product catalogs across product/category pages, variants, structured data, merchant surfaces, faceted navigation, and commercial search…
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Cite this page
channel-selection skill. Agent Mart. https://agentmart.dev/skills/luxiaolei-channel-selection (last updated 2026-10-24)