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Agent Skill · 研究检索

channel-discovery(渠道发现)

channel-discovery 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

channel-discovery 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 52,782。

总安装 546周安装 23GitHub Stars 35下载 191核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:channel-discovery(渠道发现)
来源仓库:https://github.com/superamped/ai-marketing-skills
仓库路径:skills/channel-discovery
安装命令:
npx skills add https://github.com/superamped/ai-marketing-skills --skill channel-discovery
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/superamped/ai-marketing-skills --skill channel-discovery

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

channel-discovery 用于评估营销渠道适配性,辅助制定投放策略和预算分配。适用于定义目标市场后寻找合适渠道,或在现有渠道表现不佳时探索替代方案。基于用户输入的市场定义、产品信息和约束条件生成候选渠道建议。安装前请确认权限范围和维护状态,注意可能触发联网查询和外部数据调用。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/channel-discovery

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/superamped/ai-marketing-skills --skill channel…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要操作浏览器,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

channel-discovery 怎么安装?

在终端执行 npx skills add https://github.com/superamped/ai-marketing-skills --skill channel-discovery。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

channel-discovery 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

channel-discovery 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

channel-discovery 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

channel-discovery 用的人多吗?

公开数据是累计安装 546 次,近一周安装 23 次,下载 191 次,GitHub 35 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

channel-discovery 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
channel-discovery

渠道发现 · 本页

54635操作浏览器未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Channel Discovery

Usage

Use when deciding where to spend marketing dollars and time. Ideal after defining your target market but before committing to specific tactics. Also useful when a current channel is underperforming and you need alternatives.

Process

Step 1: Gather Inputs

Ask the user for:

  1. Target market definition — who they're targeting ({Identity} + {Industry} + {Business type & stage}). Example: "B2B SaaS CTOs at seed-stage startups"
  2. Product context — what they sell, pricing, current stage
  3. Constraints — budget (monthly), team size, timeline, skills available
  4. Current channels — what they've already tried and results

Step 2: Understand the Target Market

Parse the target market definition. Identify:

  • Who they are: Role, seniority, industry
  • How they buy: Self-serve vs. sales-led, individual vs. committee, impulse vs. considered
  • Deal size signal: Low-touch (< $50/mo) vs. mid-touch ($50-500/mo) vs. high-touch ($500+/mo)
  • Digital behaviour: Where do professionals in this role/industry spend time online?

Step 2b: Run the 12 Customer Channel Questions

Before mapping channels, get inside the customer's head. Run through these 12 questions for the target market. Answer them based on research and web searches — not assumptions.

  1. Search — Do they use search engines? What are they searching for? What keywords or phrases?
  2. Websites — What websites and blogs do they visit?
  3. Communities — Which communities and groups do they hang out in (Reddit, Slack, Discord, industry forums)?
  4. Video — What videos do they watch? Who do they subscribe to on YouTube?
  5. Social — What social media platforms do they use? Which influencers do they follow?
  6. Email — What email newsletters do they subscribe to?
  7. Podcasts — What podcasts do they listen to?
  8. Professional network — Do they have a work email address? Are they active on LinkedIn?
  9. Credentials — Do they have specific job qualifications, certifications, or training? Are they part of professional membership bodies or associations?
  10. Events — Do they attend trade shows, conferences, or industry meetups?
  11. Publications — Do they read trade publications or industry news sites?
  12. Books and thought leaders — What books do they read? Who are the thought leaders they follow?

Diagnostic: If the answers to these questions don't come easily, flag it — the market is probably too broad or too poorly understood. "Small businesses" can't answer these. "B2B SaaS CTOs at seed-stage startups" can. Narrow the segment before proceeding.

Channels that appear across multiple answers (e.g., LinkedIn surfaces in questions 4, 5, 8, and 9) are the strongest candidates.

Step 3: Map Candidate Channels

Evaluate the target market against each channel category. For each, assess fit (High / Medium / Low / Skip) based on the market profile.

Paid Channels
ChannelBest forTypical B2B SaaS costFit criteria
Reddit AdsCommunity-based targeting, niche B2B audiences, validation$0.20-1.50 CPCAudience congregates in identifiable subreddits; product benefits from cold-traffic testing
Google Search AdsHigh-intent buyers actively searching for solutions$2-15 CPCProblem has clear search intent; people Google this problem or solution category
LinkedIn AdsJob-title/company targeting, high-ACV B2B$5-15 CPCNeed precise firmographic targeting; ACV justifies higher CPC; decision-makers are senior
Meta Ads (Facebook/Instagram)Broad reach, retargeting, SMB/prosumer audiences$0.50-3 CPCAudience uses Facebook/Instagram personally; visual product or strong creative angle
YouTube AdsExplainer/demo-heavy products, awareness$0.05-0.30 CPVProduct benefits from video demonstration; audience watches industry content on YouTube
X/Twitter AdsTech/startup audiences, thought leadership amplification$0.50-3 CPCAudience is active on X; product is in tech/startup/creator space
Sponsorships (newsletters, podcasts, communities)Niche audiences with trusted curators$500-5000 per placementNiche has established newsletters/podcasts; audience trusts curator recommendations
Organic / Content Channels
ChannelBest forTime to resultsFit criteria
SEO / Blog contentSearch-intent capture, long-term compounding3-6 monthsTarget market Googles their problems; you can produce expert content; willing to wait
Reddit organic (community engagement)Trust-building, validation, direct feedback2-4 weeksActive subreddits exist; you can genuinely help without self-promoting
LinkedIn organicB2B thought leadership, founder-led growth1-3 monthsAudience is on LinkedIn; founder/team can post consistently; B2B with senior buyers
X/Twitter organicTech/startup community, developer audiences1-3 monthsAudience is on X; founder has or can build a following; product is in tech space
YouTube contentProduct demos, tutorials, comparison content3-6 monthsProduct benefits from visual explanation; audience searches YouTube for solutions
Community building (own community)Retention, feedback loops, user-generated content3-6 monthsProduct has network effects or high engagement; users want to connect with each other
Outbound Channels
ChannelBest forTime to resultsFit criteria
Cold emailHigh-ACV, targeted accounts, ABM2-4 weeksCan identify and reach specific companies; ACV justifies the effort; message is relevant
Cold LinkedIn outreachRelationship-driven B2B, senior buyers2-4 weeksDecision-makers are reachable on LinkedIn; product requires trust/relationship to sell
Partnerships / integrationsComplementary products, shared audiences1-3 monthsClear partner ecosystem exists; mutual benefit is obvious; product integrates well

Step 3b: Funnel Prioritisation Check

Before investing in channels, verify the funnel can support traffic. Start from the bottom and work up:

Funnel StageHealth CheckMinimum Threshold
Retention/ReferralDo customers stay and refer?Cohort curves must flatten (even below 10%)
ActivationDo signups experience value?Define activation KPI (e.g., 3 actions in 5 days)
Conversion (free)Do visitors sign up?≥ 10% for free tier, ≥ 4% for paid
Conversion (paid)Do trials become customers?≥ 5% trial-to-paid
Traffic/CPACan you acquire visitors profitably?Only focus here when above stages are healthy

If retention is broken: No channel investment will help. Fix retention first. If conversion is below threshold: Don't pay for traffic yet — fix the landing page, messaging, or offer. If activation is weak: Fix onboarding before spending on acquisition.

Step 3c: Extended Channel Map (19 Traction Channels)

Beyond the paid/organic/outbound categories, consider these additional traction channels:

#ChannelNotes
1Viral marketingBuilt-in sharing mechanics, referral programs
2PR / MediaPress coverage, journalist relationships
3Unconventional PRStunts, contests, viral campaigns
4SEM (Google Ads)Already covered in paid channels above
5Social & display adsAlready covered above
6Offline adsBillboards, transit, print — niche B2B events
7SEOAlready covered in organic channels above
8Content marketingAlready covered above
9Email marketingNewsletters, sequences, lifecycle emails
10Engineering as marketingFree tools, calculators, browser extensions
11Targeting blogsGuest posts, blogger outreach
12Business developmentStrategic partnerships, integrations
13SalesDirect sales, inside sales
14Affiliate programsCommission-based referrals
15Existing platformsApp stores, marketplaces, directories
16Trade showsIndustry events, conferences, booths
17Offline eventsMeetups, workshops, dinners
18Speaking engagementsConference talks, podcasts, webinars
19Community buildingAlready covered above

Don't try all 19 — find the 1-2 that work and nail them first.

Step 4: Research Channel Viability

For the top 3-5 candidate channels (rated High fit), do targeted research:

For paid channels:

  • Use web search to check if competitors or similar products advertise there
  • Check ad libraries (Reddit Ad Library, Meta Ad Library, LinkedIn Ad Library) for competitor presence
  • Estimate budget requirements based on typical CPC and required volume

For paid social specifically — score each platform on Concentration / Targetability / Noise:

PlatformConcentrationTargetabilityNoiseNotes
LinkedIn?ExcellentHighJob title, company, seniority, skills, industry — best B2B targeting available. CPCs are 3-5x more expensive.
Reddit?GoodLow–MediumSubreddit-based targeting. Cheap CPCs. Unforgiving — bad ads get roasted.
YouTube?GoodMediumInterest, topic, influencer targeting. Good for demo-heavy products.
X/Twitter?MediumMediumFollower targeting, keywords, interests. Strong for tech/startup audiences.
Facebook?GoodMedium–HighInterests, behaviours, lookalikes. Best for SMB/prosumer audiences.
Instagram?GoodMedium–HighVisual-first. Better for B2C adjacent products.
TikTok?LimitedMediumAge and interest targeting. Weak for most B2B.

Fill in Concentration based on the target market. The ideal platform scores High + Excellent + Low.

For organic channels:

  • Check if competitors have active presence (blog, social accounts, YouTube channel)
  • Assess content gap opportunities
  • Estimate content velocity needed

For outbound:

  • Check if target buyers are reachable (LinkedIn presence, email findability)
  • Assess message-market fit potential

Step 5: Score and Rank Channels

Score each viable channel on 5 criteria (1-5 each):

CriteriaWhat to evaluate
Audience fitHow well does this channel reach your specific target market?
Speed to resultsHow quickly can you get meaningful data or customers?
Cost efficiencyWhat's the expected cost per lead/customer relative to your budget and ACV?
Effort to executeHow much time, skill, and ongoing maintenance is required?
Learning valueWill this channel teach you things that transfer to other channels?

Rank by total score. For ties, break with:

  1. Speed to results (early-stage needs fast feedback loops)
  2. Learning value (insights compound across channels)
  3. Cost efficiency (preserve runway)

Fast-feedback principle for early-stage founders: Prioritize channels that return meaningful signal within 48 hours. Three channels qualify: paid ads, community participation (Reddit, Slack, forums), and direct outreach (cold email, DMs). SEO, content marketing, video, and podcasting all take months to spin up. Prove the fast-feedback channels work first.

Step 6: Build Channel Recommendations

For the top 3 recommended channels, produce a recommendation with:

  • Why this channel fits the target market
  • What to do first (concrete next step)
  • Expected timeline to meaningful results
  • Budget estimate (if paid)
  • What success looks like

Output Format

# Channel Discovery Report

**Date:** [current date]
**Target Market:** [Identity + Industry + Business type & stage]
**Constraints:** [budget, team, timeline]

---

## Channel Fit Matrix

| Channel | Audience | Speed | Cost | Effort | Learning | Total | Verdict |
|---------|----------|-------|------|--------|----------|-------|---------|
| Reddit Ads | X/5 | X/5 | X/5 | X/5 | X/5 | XX/25 | Recommended / Consider / Skip |
| Google Search | X/5 | X/5 | X/5 | X/5 | X/5 | XX/25 | |
| LinkedIn Ads | X/5 | X/5 | X/5 | X/5 | X/5 | XX/25 | |
| ... | | | | | | | |

---

## Recommended Channel 1: [Channel Name]

**Why it fits:** [2-3 sentences on why this channel suits the target market]

**What to do first:**
1. [Concrete step 1]
2. [Concrete step 2]
3. [Concrete step 3]

**Timeline:** [Expected time to first meaningful results]
**Budget:** [Estimated monthly spend or time investment]
**Success looks like:** [Specific metrics and targets]

---

## Recommended Channel 2: [Channel Name]
[Same structure]

---

## Recommended Channel 3: [Channel Name]
[Same structure]

---

## Channels to Revisit Later

| Channel | Why not now | When to reconsider |
|---------|------------|-------------------|
| [Channel] | [Reason] | [Trigger or timeline] |

---

## Next Steps

1. [Most important next action]
2. [Second action]
3. [Third action]

Rules

  • Recommend 1-2 channels to nail first, with a 3rd as a backup. "Try everything" is bad advice for early-stage.
  • Paid channels are faster for validation but burn cash. Organic channels compound but take months. Match the recommendation to the founder's stage and constraints.
  • Don't recommend channels just because they're popular. A plumber doesn't need TikTok. A dev tools founder doesn't need Facebook Ads. Match the channel to the market.
  • If the founder has already tried channels, ask what happened. Failed channels often failed due to execution, not fit.
  • If Step 2b is hard to answer, either you don't know enough about the customer yet, or the segment is too broad. Push for specificity first.

平台分布

Codex

34.98%
按下载量换算67

Claude

31.14%
按下载量换算59

Cursor

17.29%
按下载量换算33

Gemini CLI

9.49%
按下载量换算18

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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