Agent skill

Trendwatch

by nestyme in nestyme/awesome-prompts

Reverse-engineer viral organic TikTok/Instagram content from competitor accounts and generate adapted hook ideas for the user's app.

No licenceAuto-check passedWriting & Content

Install Trendwatch

skills CLI
$ npx skills add nestyme/awesome-prompts --skill trendwatch -a claude-code

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

GitHub CLI
$ gh skill install nestyme/awesome-prompts trendwatch --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/nestyme/awesome-prompts.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/trendwatch .claude/skills/trendwatch && 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
trendwatch
GitHub stars
151
Token cost
~10k tokens
SKILL.md length
4,346 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
None found

At a glance

Reverse-engineer viral organic TikTok/Instagram content from competitor accounts and generate adapted hook ideas for the user's app.

  • Works in 7 steps: Bootstrap → Discovery (first run only) → Auto-research (run in parallel) → …
  • The user asks about trendwatching
  • SKILL.md covers Shared tools, Operating principles, Tactical playbook (universal… and Pipeline, plus 11 more sections
  • Calls yt-dlp

What it does

Trendwatch is an agent skill from nestyme/awesome-prompts. Reverse-engineer viral organic TikTok/Instagram content from competitor accounts and generate adapted hook ideas for the user's app. Trigger when the user asks about trendwatching, viral content analysis, hook ideation for organic TikTok/Reels growth, "what's working on TikTok for {category}", or wants to analyze a competitor's content strategy. Self-bootstrapping — on first run asks 5 discovery questions and creates state files next to itself; on subsequent runs reads existing state and skips bootstrap.

Its SKILL.md is about 10k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Writing & Content, covering Brainstorming, Requirements gathering and Content strategy. It works with TikTok and Instagram.

When your agent uses it

  • The user asks about trendwatching
  • Viral content analysis
  • Hook ideation for organic TikTok/Reels growth
  • Whats working on TikTok for {category}

Example prompts

  • “s working on TikTok for {category}”
  • “/trendwatch”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Bootstrap
  2. Discovery (first run only)
  3. Auto-research (run in parallel)
  4. Collection
  5. Analysis
  6. Ideation
  7. Update experiments.md

What it can do on your machine

Read from SKILL.md and the folder at commit faba220. 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

    Shell commands in SKILL.md call:

    • yt-dlp

    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

Trendwatch loads about 10k tokens when it runs. Until then it costs about 130 tokens; SKILL.md has 4,346 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~130
When it runs · the whole SKILL.md, loaded when a task matches
~10k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 4,346 words (~9,959 tokens).

“A pipeline for organic TikTok/Instagram growth: discover what's working for competitors, decompose why it's working on 7 axes, generate adapted hook ideas for the user's product, and accumulate learnings over time so the skill gets sharper with use.”

— opening of SKILL.md by nestyme
name
trendwatch

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/trendwatch of nestyme/awesome-prompts.

Open the folder on GitHubat commit faba220

Compare with similar skills

Trendwatch 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.

Trendwatch compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Trendwatch this skillnestyme/awesome-prompts151—~10kAutomated safety check: PassNone
Caption Writerstevenflanagan1/social-ai-team241—~2.9kAutomated safety check: PassNone
Viral Short Form Ideasvyralcontent/content-skills1321 repos~2.9kAutomated safety check: PassMIT
Content Calendarstevenflanagan1/social-ai-team241—~3.1kAutomated safety check: PassNone
Social Media Managementmanojbajaj95/claude-gtm-plugin1051 repos~3.9kAutomated safety check: PassMIT
Cashclaw Social Mediaertugrulakben/cashclaw302—~2.5kAutomated safety check: PassMIT

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Works with

Questions about Trendwatch

What does Trendwatch do?

Reverse-engineer viral organic TikTok/Instagram content from competitor accounts and generate adapted hook ideas for the user's app. Trendwatch is an agent skill from nestyme/awesome-prompts. Reverse-engineer viral organic TikTok/Instagram content from competitor accounts and generate adapted hook ideas for the user's app.

When should I use Trendwatch?

Trendwatch fits situations like: the user asks about trendwatching; viral content analysis; hook ideation for organic TikTok/Reels growth; whats working on TikTok for {category}.

How do I install Trendwatch in Claude Code?

Run `npx skills add nestyme/awesome-prompts --skill trendwatch -a claude-code`. Or copy the skill folder (skills/trendwatch in nestyme/awesome-prompts) into .claude/skills/trendwatch in your project. Claude Code loads it when a task matches its description.

How do I install Trendwatch in Codex?

Run `npx skills add nestyme/awesome-prompts --skill trendwatch -a codex`. Or copy the skill folder (skills/trendwatch in nestyme/awesome-prompts) into .agents/skills/trendwatch in your project. Codex loads it when a task matches its description.

Can I use Trendwatch 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 nestyme/awesome-prompts --skill trendwatch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/trendwatch, .gemini/skills/trendwatch, .github/skills/trendwatch and .opencode/skills/trendwatch in your project.

What does Trendwatch need to run?

Going by SKILL.md and its folder, Trendwatch needs the command-line tools its instructions call (yt-dlp).

Does Trendwatch 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 Trendwatch 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 Trendwatch use?

No licence was found for Trendwatch or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Trendwatch use?

About 10k tokens (SKILL.md is roughly 40k 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 Trendwatch?

Skills that share tags, products or a category with Trendwatch: Caption Writer (stevenflanagan1/social-ai-team, 241 stars), Viral Short Form Ideas (vyralcontent/content-skills, 132 stars), Content Calendar (stevenflanagan1/social-ai-team, 241 stars) and Social Media Management (manojbajaj95/claude-gtm-plugin, 105 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Trendwatch?

nestyme (a GitHub user) maintains it in nestyme/awesome-prompts, which has 151 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 30, 2026.

Source: nestyme/awesome-prompts on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.