search-term-miner

aaron-he-zhu/aaron-marketing-skills Writing & content Marketing & growth

search-term-miner is a skill in aaron-he-zhu/aaron-marketing-skills, last changed 28 Oct 2026. It can name web addresses.

From the author

Use when the user asks to "mine my search terms", "find new keywords from converting queries", "build a negative-keyword list", or "cut wasted paid spend"; harvests converting queries into new keywords/ad-groups, builds a standing negative-keyword list and an n-gram waste report from the search-terms export, and delivers a maintenance diff (add / negate / move). Not for account structure — use campaign-architect; not for budget split — use budget-optimizer; not for computing the final RQS — use ad-account-auditor. 付费广告搜索词挖掘/否定关键词/浪费词清单

What it can touch

Names web addresses

How much a skill can do, not whether it is risky.

Pattern check

Nothing flagged

That isn't proof the skill is harmless.

Commit a59327c · 3 Nov 2026

How the check works

Pattern check: nothing flagged

That isn't proof the skill is harmless.

Install

Each tab says whether it installs commit a59327c, the one we checked, or the latest version.

OpenCode also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Goose also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Windsurf (Devin Desktop) also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Zed also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Roo Code also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Factory Droid also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Junie also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Amp also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

No install command here reaches Kiro. Copy the skill's folder into .kiro/skills/ in your project, or ~/.kiro/skills/ for all your projects. aaron-he-zhu/aaron-marketing-skills/ad/research/search-term-miner (opens in a new tab)

Antigravity also looks in .agents/skills/, so the Any agent steps reach it with This project. For All projects, see where Antigravity looks.

Cline also looks in .claude/skills/, so the Claude Code steps reach it with This project. For All projects, see where Cline looks.

No tab for your agent? Use Any agent for OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie and Amp. With This project, Any agent also reaches Antigravity and Claude Code reaches Cline. Kiro needs the folder copied by hand.

Pinned to commit a59327c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/research/search-term-miner &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .claude/skills &&mkdir .claude/skills/search-term-miner &&cp -R "$tmp"/ad/research/search-term-miner/. .claude/skills/search-term-miner/ &&rm -rf "$tmp"

If Claude Code was already running and this created the skills folder, run /reload-skills.

Claude Code docs

Pinned to commit a59327c, the one we checked.

Skills in the Claude apps belong to your account rather than to a project.

Make search-term-miner.zip, with the skill folder at the top level:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/research/search-term-miner &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&out="$(mktemp -d)" &&cp -R "$tmp"/ad/research/search-term-miner "$out"/search-term-miner &&(cd "$out" && zip -qr - search-term-miner) > search-term-miner.zip &&rm -rf "$tmp" "$out"

In Claude, open Customize > Skills, select +, then + Create skill > Upload a skill, and choose search-term-miner.zip.

On Free, Pro and Max plans, turn on Code execution and file creation (Create and edit files in newer settings) under Settings > Capabilities.

Claude apps docs

Pinned to commit a59327c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/research/search-term-miner &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .agents/skills &&mkdir .agents/skills/search-term-miner &&cp -R "$tmp"/ad/research/search-term-miner/. .agents/skills/search-term-miner/ &&rm -rf "$tmp"

Codex picks up new skills on its own; restart it if this one does not appear.

Codex docs

Pinned to commit a59327c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/research/search-term-miner &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .cursor/skills &&mkdir .cursor/skills/search-term-miner &&cp -R "$tmp"/ad/research/search-term-miner/. .cursor/skills/search-term-miner/ &&rm -rf "$tmp"

Cursor docs

Pinned to commit a59327c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/research/search-term-miner &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .github/skills &&mkdir .github/skills/search-term-miner &&cp -R "$tmp"/ad/research/search-term-miner/. .github/skills/search-term-miner/ &&rm -rf "$tmp"

In a running Copilot CLI session, run /skills reload.

Or install it with gh skill, which also installs the commit we checked. Needs GitHub CLI 2.90 or later.

gh skill install aaron-he-zhu/aaron-marketing-skills ad/research/search-term-miner/SKILL.md@a59327cccb3b0925545bd9a6ab066ca3e9da675c --agent github-copilot --scope project

Copilot & VS Code docs

Pinned to commit a59327c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/research/search-term-miner &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .gemini/skills &&mkdir .gemini/skills/search-term-miner &&cp -R "$tmp"/ad/research/search-term-miner/. .gemini/skills/search-term-miner/ &&rm -rf "$tmp"

In a running session, run /skills reload.

Or use Gemini CLI’s own installer. Installs the latest version, not the one we checked.

gemini skills install https://github.com/aaron-he-zhu/aaron-marketing-skills.git --path ad/research/search-term-miner --scope workspace

Gemini CLI docs

Pinned to commit a59327c, the one we checked.

OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie, Amp and Antigravity read .agents/skills in a project.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/research/search-term-miner &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .agents/skills &&mkdir .agents/skills/search-term-miner &&cp -R "$tmp"/ad/research/search-term-miner/. .agents/skills/search-term-miner/ &&rm -rf "$tmp"

Or use the skills CLI from skills.sh. Installs the latest version, not the one we checked. The skills CLI reports installs to skills.sh unless you set DISABLE_TELEMETRY=1.

npx skills@1.7.4 add aaron-he-zhu/aaron-marketing-skills --skill search-term-miner

Agent Skills docs

Read SKILL.md first

Apache 2.0

Licence

3.1k

Repo stars

Folder last changed

Publisher

Files

Checked

3 Nov 2026

What it can touch

From the files and frontmatter at commit a59327c. This is how much a skill can do, not whether it is risky.

Names web addresses
It mentions outside web addresses the agent may visit. We list them but don't follow them.
Outside links we did not follow

Pattern check

Pattern check: nothing flagged · commit a59327c · 3 Nov 2026

We checked every text file in this skill, at commit a59327c on 3 Nov 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check works Report an incorrect finding

Outside links we did not follow

https://github.com/aaron-he-zhu/aaron-marketing-skills

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

Agent Skills specPasses with warnings
The open format from agentskills.io, held to the strictest version of each rule among the agents we check.
- Warning
  The frontmatter uses [ ] or { } values. Most agents accept them, but the spec's validator (skills-ref) rejects the file. F4
  Fix: Write lists as "- item" lines and maps as indented key: value lines, without anchors or tags.
- Warning
  Fields outside the spec: slug, displayName, summary, version, homepage, when_to_use (read by Claude Code) and argument-hint (read by Claude Code and VS Code). Uploads to the Claude apps and API, and the spec's validator, reject the file; most agents ignore these fields. O1
  Fix: Delete them for a portable skill, or keep them if you only target the agents that read them.
- Warning
  metadata values should be text; hermes (a map) and openclaw (a map) are not. The spec's validator turns them into text; other readers may not. O4
  Fix: Quote each value, for example version: "1.0".
- Warning
  Paths that may not work once the skill is installed: line 38: ../campaign-architect/SKILL.md (outside the skill folder), line 42: ../../activate/ad-account-auditor/SKILL.md (outside the skill folder), line 46: ../../../references/skill-contract.md (outside the skill folder), line 50: ../../../CONNECTORS.md (outside the skill folder), line 54: ../../../SECURITY.md (outside the skill folder) and 14 more. B6
  Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.
- Note
  The first sentence of the description is 364 characters. Agents shorten long descriptions, so lead with the main job. D8
  Fix: Start with one short sentence that names the job.
Claude CodePasses with warnings
Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.
- Warning
  Paths that may not work once the skill is installed: line 38: ../campaign-architect/SKILL.md (outside the skill folder), line 42: ../../activate/ad-account-auditor/SKILL.md (outside the skill folder), line 46: ../../../references/skill-contract.md (outside the skill folder), line 50: ../../../CONNECTORS.md (outside the skill folder), line 54: ../../../SECURITY.md (outside the skill folder) and 14 more. B6
  Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.
- Note
  The first sentence of the description is 364 characters. Agents shorten long descriptions, so lead with the main job. D8
  Fix: Start with one short sentence that names the job.
- Note
  Claude Code ignores fields it doesn't know: slug, displayName, summary, version and homepage. O1
  Fix: Check the spelling against Claude Code's field list, or delete them.
Claude apps & API uploadFails
Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.
- Error
  Upload and packaging fail on fields outside the spec: slug, displayName, summary, version, homepage, when_to_use and argument-hint. O1
  Fix: Delete them, and keep your own data under metadata as text values.
- Warning
  Paths that may not work once the skill is installed: line 38: ../campaign-architect/SKILL.md (outside the skill folder), line 42: ../../activate/ad-account-auditor/SKILL.md (outside the skill folder), line 46: ../../../references/skill-contract.md (outside the skill folder), line 50: ../../../CONNECTORS.md (outside the skill folder), line 54: ../../../SECURITY.md (outside the skill folder) and 14 more. B6
  Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.
- Note
  The description is 541 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4
  Fix: If the claude.ai upload refuses it, trim the description to 200 characters.
- Note
  metadata values should be text; hermes (a map) and openclaw (a map) are not. The spec defines metadata as text to text. O4
  Fix: Quote each value, for example version: "1.0".
OpenAI (Codex & API)Passes with warnings
Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.
- Warning
  Fields outside the spec: slug, displayName, summary, version, homepage, when_to_use and argument-hint. Codex ignores them; OpenAI doesn't say whether its upload accepts them. O1
  Fix: Delete them, or move your own data under metadata as text values.
- Warning
  metadata values should be text; hermes (a map) and openclaw (a map) are not. OpenAI's upload follows the spec's text-to-text rule. O4
  Fix: Quote each value, for example version: "1.0".
- Warning
  Paths that may not work once the skill is installed: line 38: ../campaign-architect/SKILL.md (outside the skill folder), line 42: ../../activate/ad-account-auditor/SKILL.md (outside the skill folder), line 46: ../../../references/skill-contract.md (outside the skill folder), line 50: ../../../CONNECTORS.md (outside the skill folder), line 54: ../../../SECURITY.md (outside the skill folder) and 14 more. B6
  Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.
- Note
  The first sentence of the description is 364 characters. Agents shorten long descriptions, so lead with the main job. D8
  Fix: Start with one short sentence that names the job.
VS Code & CopilotPasses with warnings
VS Code reads skills one folder below .github/skills, .claude/skills or .agents/skills and falls back to the folder name when the name is missing or differs; GitHub's Copilot docs require the exact name SKILL.md.
- Warning
  Paths that may not work once the skill is installed: line 38: ../campaign-architect/SKILL.md (outside the skill folder), line 42: ../../activate/ad-account-auditor/SKILL.md (outside the skill folder), line 46: ../../../references/skill-contract.md (outside the skill folder), line 50: ../../../CONNECTORS.md (outside the skill folder), line 54: ../../../SECURITY.md (outside the skill folder) and 14 more. B6
  Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.
- Note
  VS Code ignores fields it doesn't support: slug, displayName, summary, version, homepage and when_to_use. O1
  Fix: Delete them unless another agent you target reads them.

SKILL.md

Read SKILL.md on GitHub

Files

1 file

Path	Size
SKILL.md (opens in a new tab)	8.5 KB

More from aaron-he-zhu/aaron-marketing-skills

Skill	What it can touch	Pattern check	Licence	Updated
ad-account-auditorUse when auditing a paid ad account for incremental contribution, wasted spend, or measurement integrity before scaling; runs a typed 20-item ROAS profile with verified vetoes and a SHIP/FIX/BLOCK/UNDECIDED gate on own exported data. Not for campaign structure design — use campaign-architect; not for creative production — use ad-creative-builder. 付费广告账户审计/ROAS评分 Runs shell commands +3 more Pattern check: 1 item to reviewApache 2.0Updated 28 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: 1 item to review	Apache 2.0	28 Oct 2026
ad-creative-builderUse when the user asks to "write ad copy", "generate RSA headlines", or "build ad creative at volume"; produces ad units — RSA headlines/descriptions, hooks, and an angle matrix — message-matched to the destination landing page. Not for scoring an ad account — use ad-account-auditor; not for the post-click page — use landing-optimizer; not for organic articles — use content-writer. 广告创意/广告文案/RSA标题 Names web addresses Pattern check: Nothing flaggedApache 2.0Updated 28 Oct 2026	Names web addresses	Pattern check: Nothing flagged	Apache 2.0	28 Oct 2026
ad-test-designerUse when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"; produces a hypothesis, variant matrix, sample-size/duration/power plan, and a documented effect/uncertainty read from own exported results. It applies only a precommitted owner-approved action rule; the statistical helper never chooses a business action. Not for producing variants — use ad-creative-builder; not for reading back one shipped change — use paid-measurement-loop. 广告AB测试设计/实验设计/显著性判定/增效测试 Names web addresses Pattern check: Nothing flaggedApache 2.0Updated 28 Oct 2026	Names web addresses	Pattern check: Nothing flagged	Apache 2.0	28 Oct 2026
advocacy-program-designerUse when the user asks to "design an employee advocacy program", "set up founder-led sharing", or "build a share kit for the team"; produces an advocacy program blueprint in two modes — participation-driven opt-in (default) or top-down assigned with its coercion and authenticity risks flagged — with a voluntary opt-in roster spec submitted as channel-registry proposal events, share kits with mandatory per-person variation, staggered human posting windows plus anti-pod guardrails (no coordinated identical reshares, no engagement rings), per-person material-connection disclosure lines per FTC and 《互联网广告管理办法》, and a Slack/Teams distribution spec. Not for paid creator campaigns — use campaign-planner. 员工倡导/创始人IP分享/内部分享计划/披露合规 Names web addresses Pattern check: Nothing flaggedApache 2.0Updated 28 Oct 2026	Names web addresses	Pattern check: Nothing flagged	Apache 2.0	28 Oct 2026
attribution-reconcilerUse when platform-reported conversions disagree with GA4/ecommerce, when you suspect Meta and Google are double-counting the same sales, or for a standing (monthly) reconciliation workbook that de-dups stacked credit against an order-ID truth set, normalizes attribution windows and currency, compares attribution models, and reads incrementality from a geo/holdout test. Not for the point-in-time R2 veto or RQS gate — use ad-account-auditor; not for the ROI/ROAS ratio math itself — use roi-calculator; not for organic dark-social share attribution or GA4 direct-traffic decomposition — use dark-social-attributor. 付费广告归因对账/去重/增量 Names web addresses Pattern check: Nothing flaggedApache 2.0Updated 28 Oct 2026	Names web addresses	Pattern check: Nothing flagged	Apache 2.0	28 Oct 2026
audience-belief-mapperUse when the user asks to "map what our buyers believe", "capture the objections we keep hearing", or "find the switching forces that move the beachhead"; produces a belief map of the beachhead — held beliefs and mental models, the recurring objections and their reframes, and the JTBD four forces (push of the problem, pull of the new, anxiety of switching, habit of the present) — each item sourced from interviews or win-loss notes (User-provided) and labeled Measured / User-provided / Estimated, with any unverified quote or comparative claim marked "[needs source]" and routed to the claims candidates, never adjudicated here. Not for demographic or persona profiling — use audience-mapper; not for the positioning canvas — use positioning-truth-tracer. 受众信念/异议地图/切换四力/流失语言 Names web addresses Pattern check: Nothing flaggedApache 2.0Updated 28 Oct 2026	Names web addresses	Pattern check: Nothing flagged	Apache 2.0	28 Oct 2026

All skills in aaron-he-zhu/aaron-marketing-skills

Other Writing & content skills

Same category, most repo stars first.

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architecture-decision-recordsCapture architectural decisions as numbered ADR markdown files in docs/adr/ with context, alternatives considered, consequences, and an index README. Use when the user says 'record this decision' or 'ADR this', chooses between frameworks or databases, discusses trade-offs, or asks why the codebase is shaped this way. affaan-m/ECC Instructions only Pattern check: Nothing flaggedMITUpdated 27 Sept 2026	Instructions only	Pattern check: Nothing flagged	MIT	27 Sept 2026
article-writingWrite articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter. affaan-m/ECC Runs shell commands Pattern check: Nothing flaggedMITUpdated 11 Jun 2026	Runs shell commands	Pattern check: Nothing flagged	MIT	11 Jun 2026
academy-guideStop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: "how do I", "how can I", "getting started with", "what can Claude do", "teach me", "learn to use"; questions about artifacts, projects, skills, plugins, connectors, MCP; requests about rolling Claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. Use it when the user is learning how to use a feature or product — not when they are mid-task and just want the task done. This skill composes with other skills: after consulting product documentation to answer how a Claude feature works, also check here for a matching course or tutorial — a docs-grounded answer and an Academy recommendation belong together. Only recommend on a strong match; never invent Academy content. anthropics/skills Names web addresses Pattern check: Nothing flaggedApache 2.0Updated 18 Aug 2026	Names web addresses	Pattern check: Nothing flagged	Apache 2.0	18 Aug 2026
discernment-nudgeAfter you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections, analysis or interpretation of data, factual claims they may rely on, or a multi-step argument — invoke this skill BEFORE finalizing your reply and then, if it applies, append 2-3 short follow-up questions, each tied to something specific in what you just produced, that help the user check key facts, probe the reasoning or assumptions, and notice missing context. Do this at most once per conversation. Skip it when the user asked a trivial how-to or simple lookup, wants a purely educational explanation, asked you only to format, convert, or assemble a file from content they provided, is writing code they will run, is doing creative writing or casual chat, or already asked you to double-check, cite, or review — the skill file explains these boundaries and the exact output format. anthropics/skills Names web addresses Pattern check: Nothing flaggedApache 2.0Updated 17 Aug 2026	Names web addresses	Pattern check: Nothing flagged	Apache 2.0	17 Aug 2026
document-generateGenerate missing documentation from scratch for a feature, module, or entire project. (gstack) garrytan/gstack Runs shell commands +2 more Pattern check: 1 item to reviewMITUpdated 2 Nov 2026	Runs shell commands Reaches the network +1 more	Pattern check: 1 item to review	MIT	2 Nov 2026
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At a glance

What it can touch

Pattern check

Install

Claude Code

Claude apps

Codex

Cursor

Copilot & VS Code

Gemini CLI

Any agent

What it can touch

Pattern check

Outside links we did not follow

Format check

SKILL.md

Files

More from aaron-he-zhu/aaron-marketing-skills

Other Writing & content skills