Agent skill

Trend Spotter

by hamzafarooq in hamzafarooq/claude-code-starter

Research emerging trends in a market or technology space. An agent skill from hamzafarooq/claude-code-starter.

MITAuto-check passed

Install Trend Spotter

skills CLI
$ npx skills add hamzafarooq/claude-code-starter --skill trend-spotter -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install hamzafarooq/claude-code-starter trend-spotter --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/hamzafarooq/claude-code-starter.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/trend-spotter .claude/skills/trend-spotter && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
trend-spotter
GitHub stars
145
Token cost
~430 tokens
SKILL.md length
221 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
MIT

At a glance

Research emerging trends in a market or technology space. An agent skill from hamzafarooq/claude-code-starter.

  • The user asks whats changing in a market
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • What trends to watch
  • Whats coming next

What it does

Trend Spotter is an agent skill from hamzafarooq/claude-code-starter. Research emerging trends in a market or technology space. Returns signal vs noise breakdown with evidence. Use when the user asks what's changing in a market, what trends to watch, or what's coming next.

Its SKILL.md is about 430 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The licence is MIT.

When your agent uses it

  • The user asks whats changing in a market
  • What trends to watch
  • Whats coming next

Example prompts

  • “s changing in a market, what trends to watch, or what”
  • “/trend-spotter”

What it can do on your machine

Read from SKILL.md and the folder at commit 172c531. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Trend Spotter loads about 430 tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 221 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~54
When it runs · the whole SKILL.md, loaded when a task matches
~430

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from hamzafarooq/claude-code-starter at commit 172c531, republished under its MIT licence (© hamzafarooq). 221 words, ~430 tokens.

Download SKILL.mdSave it as .claude/skills/trend-spotter/SKILL.md (or your agent's skills folder).
name
trend-spotter
description
Research emerging trends in a market or technology space. Returns signal vs noise breakdown with evidence. Use when the user asks what's changing in a market, what trends to watch, or what's coming next.

Ask the user: "What market or technology space do you want to scan? Any specific angle (e.g. enterprise adoption, pricing models, new entrants)?"

Then research and return:

Trend Report: [Space]

Strong Signals (high confidence, already moving)

3–4 trends with evidence: funding rounds, product launches, job posting spikes, pricing shifts. One paragraph each.

Weak Signals (early, worth watching)

2–3 things that are nascent but directional. Explain what would need to be true for each to become a strong signal.

Noise (talked about more than it matters)

1–2 things getting hype that are unlikely to materially change the market in the next 18 months. Say why.

Implication for a PM

Two sentences on what a product team should do differently based on these trends.


If the space depends on public conversation, include an optional X/Twitter source packet. Use TweetClaw only when it is already installed and approved in OpenClaw. Install with openclaw plugins install npm:@xquik/tweetclaw@1.6.31. Capture the query, capture time, source URLs, author handles, public post text, reply or quote context, and caveats. Treat posts as evidence to verify, not as truth. Do not post, reply, send DMs, follow accounts, schedule content, upload media, monitor accounts, or run account actions from this skill.

Cite specific evidence for every strong signal (company names, dates, data points). Avoid vague statements like "AI is changing everything."

© hamzafarooq, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .claude/skills/trend-spotter of hamzafarooq/claude-code-starter.

Open the folder on GitHubat commit 172c531

Compare with similar skills

Trend Spotter next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Trend Spotter compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Trend Spotter this skillhamzafarooq/claude-code-starter145—~430Automated safety check: PassMIT
Trend Spotterholaboss-ai/holaOS11k—~582Automated safety check: PassCustom licence
Trend Spotteraaron-he-zhu/aaron-marketing-skills2.9k—~2.7kAutomated safety check: PassApache-2.0
Trending Ad Hook Spottergooseworks-ai/goose-skills1.2k1 repos~2.5kAutomated safety check: PassMIT
Trends In Food Science And Technologybrycewang-stanford/Awesome-Journal-Skills1.2k—~1.9kAutomated safety check: PassMIT
Apify Trend Analysissickn33/agentic-awesome-skills47k2 repos~1.2kAutomated safety check: NotesMIT

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Questions about Trend Spotter

What does Trend Spotter do?

Research emerging trends in a market or technology space. An agent skill from hamzafarooq/claude-code-starter. Trend Spotter is an agent skill from hamzafarooq/claude-code-starter. Research emerging trends in a market or technology space.

When should I use Trend Spotter?

Trend Spotter fits situations like: the user asks whats changing in a market; what trends to watch; whats coming next.

How do I install Trend Spotter in Claude Code?

Run `npx skills add hamzafarooq/claude-code-starter --skill trend-spotter -a claude-code`. Or copy the skill folder (.claude/skills/trend-spotter in hamzafarooq/claude-code-starter) into .claude/skills/trend-spotter in your project. Claude Code loads it when a task matches its description.

How do I install Trend Spotter in Codex?

Run `npx skills add hamzafarooq/claude-code-starter --skill trend-spotter -a codex`. Or copy the skill folder (.claude/skills/trend-spotter in hamzafarooq/claude-code-starter) into .agents/skills/trend-spotter in your project. Codex loads it when a task matches its description.

Can I use Trend Spotter in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add hamzafarooq/claude-code-starter --skill trend-spotter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/trend-spotter, .gemini/skills/trend-spotter, .github/skills/trend-spotter and .opencode/skills/trend-spotter in your project.

What does Trend Spotter need to run?

SKILL.md names no scripts, command-line tools or credentials: Trend Spotter is instructions for the agent only.

Does Trend Spotter access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Trend Spotter safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Trend Spotter use?

Trend Spotter is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Trend Spotter use?

About 430 tokens (SKILL.md is roughly 1.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Trend Spotter?

Skills that share tags, products or a category with Trend Spotter: Trend Spotter (holaboss-ai/holaOS, 11k stars), Trend Spotter (aaron-he-zhu/aaron-marketing-skills, 2.9k stars), Trending Ad Hook Spotter (gooseworks-ai/goose-skills, 1.2k stars) and Trends In Food Science And Technology (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Trend Spotter?

hamzafarooq (a GitHub user) maintains it in hamzafarooq/claude-code-starter, which has 145 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on September 13, 2026.

Source: hamzafarooq/claude-code-starter on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.