Data Feeds
brightdata/skills
Extract structured data from 40+ supported platforms (Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, Reddit, and more) via the Bright Data CLI (bdata pipelines).
Analyzes market trends across platforms (TikTok, Reddit, App Store, Google Trends) for a given topic or category.
Install Trend Analysis
$ npx skills add MaxKmet/idea-validation-agents --skill trend-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MaxKmet/idea-validation-agents trend-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/MaxKmet/idea-validation-agents.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/trend-analysis .claude/skills/trend-analysis && rm -rf skills-srcUse ~/.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/
Install the "trend-analysis" agent skill from https://github.com/MaxKmet/idea-validation-agents/tree/main/skills/trend-analysis into .claude/skills/trend-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trend-analysis", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/MaxKmet/idea-validation-agents/tree/main/skills/trend-analysisType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add MaxKmet/idea-validation-agents --skill trend-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MaxKmet/idea-validation-agents trend-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MaxKmet/idea-validation-agents.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/trend-analysis .agents/skills/trend-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "trend-analysis" agent skill from https://github.com/MaxKmet/idea-validation-agents/tree/main/skills/trend-analysis into .agents/skills/trend-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trend-analysis", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MaxKmet/idea-validation-agents --skill trend-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MaxKmet/idea-validation-agents trend-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MaxKmet/idea-validation-agents.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/trend-analysis .cursor/skills/trend-analysis && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "trend-analysis" agent skill from https://github.com/MaxKmet/idea-validation-agents/tree/main/skills/trend-analysis into .cursor/skills/trend-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trend-analysis", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/MaxKmet/idea-validation-agents.git --path skills/trend-analysis--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add MaxKmet/idea-validation-agents --skill trend-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MaxKmet/idea-validation-agents trend-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MaxKmet/idea-validation-agents.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/trend-analysis .gemini/skills/trend-analysis && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "trend-analysis" agent skill from https://github.com/MaxKmet/idea-validation-agents/tree/main/skills/trend-analysis into .gemini/skills/trend-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trend-analysis", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install MaxKmet/idea-validation-agents trend-analysisInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add MaxKmet/idea-validation-agents --skill trend-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MaxKmet/idea-validation-agents.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/trend-analysis .github/skills/trend-analysis && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "trend-analysis" agent skill from https://github.com/MaxKmet/idea-validation-agents/tree/main/skills/trend-analysis into .github/skills/trend-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trend-analysis", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MaxKmet/idea-validation-agents --skill trend-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MaxKmet/idea-validation-agents trend-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MaxKmet/idea-validation-agents.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/trend-analysis .opencode/skills/trend-analysis && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "trend-analysis" agent skill from https://github.com/MaxKmet/idea-validation-agents/tree/main/skills/trend-analysis into .opencode/skills/trend-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trend-analysis", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
trend-analysis- GitHub stars
- 474
- Token cost
- ~1.2k tokens
- SKILL.md length
- 503 words
- Files
- 6
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- MIT
At a glance
Analyzes market trends across platforms (TikTok, Reddit, App Store, Google Trends) for a given topic or category.
- Works in 5 steps: Load the platform prompt from… → Execute the prompt: research the… → Score trend velocity: rising-fast /… → …
- Tasks that involve Forecasting and time series
- SKILL.md covers Purpose, Input, User Interaction and Prompts Directory, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Trend Analysis is an agent skill from MaxKmet/idea-validation-agents. Analyzes market trends across platforms (TikTok, Reddit, App Store, Google Trends) for a given topic or category. Writes a new file to memory/marketinsights/.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files (for example `prompts/apps.md`, `prompts/reddit.md` and `prompts/tiktok.md`).
It sits in Data & Analytics, covering Forecasting and time series and App store release. It works with Reddit and TikTok. The repository describes itself as: AI agents that act as your personal venture analyst - from startup idea brainstorming to full validation and go-to-market strategy. Built for developers who'd rather validate in… The licence is MIT.
When your agent uses it
- Tasks that involve Forecasting and time series
- Tasks that involve App store release
Example prompts
- “Use the trend-analysis skill to analyz market trends across platforms (TikTok, Reddit, App Store, Google Trends) for a given topic or category”
- “/trend-analysis”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Load the platform prompt from prompts/.md and replace [NICHE] / [CATEGORY] with the target topic.
- Execute the prompt: research the platform using the source tiers and output structure defined in the prompt.
- Score trend velocity: rising-fast / rising / stable / declining.
- Identify the strongest creator/content angle and any monetization evidence.
- Write findings to a new file: memory/market_insights/---.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 3a4c800. 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 (its code samples are yaml).
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 Analysis loads about 1.2k tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 503 words of instructions outside code blocks.
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 MaxKmet/idea-validation-agents at commit 3a4c800, republished under its MIT licence (© MaxKmet). 503 words, ~1,234 tokens.
Download SKILL.mdSave it as
.claude/skills/trend-analysis/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.- name
- trend-analysis
- description
- Analyzes market trends across platforms (TikTok, Reddit, App Store, Google Trends) for a given topic or category. Writes a new file to memory/market_insights/.
<!-- version: 0.1.0 | outputs: memory/market_insights/<niche>-<platform>-<YYYY>-<MM>.md | prompts: skills/trend-analysis/prompts/ -->Skill: trend-analysis
Purpose
Build a comprehensive, multi-platform view of what is trending in a market category. Used in the market-deep-dive workflow and as a standalone research tool. Output is appended to the shared market intelligence file.
Input
- Topic or category to analyze (e.g., "nutrition apps", "personal finance", "fitness")
- Platform prompt templates from
skills/trend-analysis/prompts/(see Prompts section below)
User Interaction
Before executing, ask the user which platforms to include in the analysis. Present the options clearly and wait for their answer before proceeding.
Prompt to user:
Which sources would you like to include in this analysis? (select one or more)
- TikTok — hashtag trends, viral content angles, creator gaps
- Reddit — community pain points, recurring complaints, unmet needs
- App Store — category rankings, new entrants, top review complaints
- Web Search (Google) — search volume trends, rising queries, SEO demand
- X/Twitter — public builder threads, product complaints, creator demand signals
- All of the above — full multi-platform analysis (recommended for a new niche)
Wait for the user's selection. Accept answers like "1, 3", "TikTok and Reddit", "all", or "just App Store". Map their answer to the corresponding prompt files before continuing.
If the user selects multiple platforms, run each one sequentially and produce a separate output file per platform. Do not combine platforms into a single file unless explicitly asked.
Prompts Directory
Per-platform analyst prompt templates live in skills/trend-analysis/prompts/. Each contains a structured research brief with source tiers, output sections, and a [NICHE] or [CATEGORY] placeholder to fill before invoking:
| File | Platform | Placeholder |
|---|---|---|
prompts/tiktok.md | TikTok hashtag & trend analysis | [NICHE] |
prompts/reddit.md | Reddit community & pain-point analysis | [NICHE] |
prompts/apps.md | App Store & web app category analysis | [CATEGORY] |
prompts/web-search.md | Google/SEO keyword trend analysis | [NICHE] |
prompts/x-twitter.md | X/Twitter public trend and conversation analysis | [NICHE] |
Completed analyses are stored as individual files in memory/market_insights/ following the naming convention <niche>-<platform>-<YYYY>-<MM>.md. See memory/market_insights/README.md for the full schema.
Show full SKILL.md (198 more words)Show less
Platform Coverage
| Platform | Signal | Tool/Source |
|---|---|---|
| TikTok | Hashtag views, viral content, creator angles | TikTok Creative Center |
| Subreddit growth, post volume, pain language | Reddit search + analytics | |
| App Store | Category rankings, new entrants, review trends | Sensor Tower, data.ai, AppFollow |
| Google Search | Search volume trends, rising queries | Google Trends, Ahrefs |
| X/Twitter | Builder threads, product complaints, creator and operator demand | Native search, curated lists, optional TweetClaw/OpenClaw exports |
Process
- Load the platform prompt from
prompts/<platform>.mdand replace[NICHE]/[CATEGORY]with the target topic. - Execute the prompt: research the platform using the source tiers and output structure defined in the prompt.
- Score trend velocity: rising-fast / rising / stable / declining.
- Identify the strongest creator/content angle and any monetization evidence.
- Write findings to a new file:
memory/market_insights/<niche>-<platform>-<YYYY>-<MM>.md.
One file per platform run. To cover all platforms, run this skill once per platform and produce four files.
Output
Write to memory/market_insights/<niche>-<platform>-<YYYY>-<MM>.md.
The file has two parts:
Part 1 — YAML Frontmatter (machine-readable summary)
---
niche: <topic>
platform: tiktok | reddit | apps | web-search | multi
analyzed_at: YYYY-MM-DD
status: fresh
stale_after: YYYY-MM-DD # 6 months after analyzed_at
trend_velocity: rising-fast | rising | stable | declining
overall_verdict: hot | warm | cool | cold
key_insight: "<one-sentence takeaway>"
top_signals: [] # 3–5 bullet strings: top hashtags, subreddits, queries, or app categories
monetization_evidence: [] # 1–3 strings: existing products/revenue that confirm willingness to pay
---Part 2 — Full Narrative Analysis (long-form Markdown)
Follow the output structure mandated by the platform prompt template exactly
The narrative must be self-contained — a downstream skill reading only this file should have everything it needs to map trends to product opportunities.
© MaxKmet, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 5 other files in skills/trend-analysis of MaxKmet/idea-validation-agents.
- SKILL.md
- prompts/apps.md
- prompts/reddit.md
- prompts/tiktok.md
- prompts/web-search.md
- prompts/x-twitter.md
Open the folder on GitHubat commit 3a4c800
Compare with similar skills
Trend Analysis 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Trend Analysis this skillMaxKmet/idea-validation-agents | 474 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Data Feedsbrightdata/skills | 264 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Scrapebrightdata/skills | 264 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Apify Trend Analysismajiayu000/claude-skill-registry | 666 | 3 repos | ~1.2k | Automated safety check: Notes | MIT | |
| Tiktok Shop Inventorynexscope-ai/eCommerce-Skills | 1.1k | — | ~444 | Automated safety check: Pass | MIT | |
| Apify Multi-Platform Scraperapify/agent-skills | 2.4k | 2 repos | ~1.4k | Automated safety check: Notes | None |
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Related
Categories
Questions about Trend Analysis
What does Trend Analysis do?
Analyzes market trends across platforms (TikTok, Reddit, App Store, Google Trends) for a given topic or category. Trend Analysis is an agent skill from MaxKmet/idea-validation-agents. Analyzes market trends across platforms (TikTok, Reddit, App Store, Google Trends) for a given topic or category.
When should I use Trend Analysis?
Trend Analysis fits situations like: tasks that involve Forecasting and time series; tasks that involve App store release.
How do I install Trend Analysis in Claude Code?
Run `npx skills add MaxKmet/idea-validation-agents --skill trend-analysis -a claude-code`. Or copy the skill folder (skills/trend-analysis in MaxKmet/idea-validation-agents) into .claude/skills/trend-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Trend Analysis in Codex?
Run `npx skills add MaxKmet/idea-validation-agents --skill trend-analysis -a codex`. Or copy the skill folder (skills/trend-analysis in MaxKmet/idea-validation-agents) into .agents/skills/trend-analysis in your project. Codex loads it when a task matches its description.
Can I use Trend Analysis 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 MaxKmet/idea-validation-agents --skill trend-analysis -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-analysis, .gemini/skills/trend-analysis, .github/skills/trend-analysis and .opencode/skills/trend-analysis in your project.
What does Trend Analysis need to run?
SKILL.md names no scripts, command-line tools or credentials: Trend Analysis is instructions for the agent only.
Does Trend Analysis 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 Analysis 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 Analysis use?
Trend Analysis 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 Analysis use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 Analysis?
Skills that share tags, products or a category with Trend Analysis: Data Feeds (brightdata/skills, 264 stars), Scrape (brightdata/skills, 264 stars), Apify Trend Analysis (majiayu000/claude-skill-registry, 666 stars) and Tiktok Shop Inventory (nexscope-ai/eCommerce-Skills, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Trend Analysis?
MaxKmet (a GitHub user) maintains it in MaxKmet/idea-validation-agents, which has 474 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on June 16, 2026.
Source: MaxKmet/idea-validation-agents on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.