Agent skill

Niche Research

by charlie947 in charlie947/social-media-skills

Surface the 20 most relevant stories in a niche from the last 7 days using available live research tools.

MITAuto-check passedProductivity & Automation

Install Niche Research

skills CLI
$ npx skills add charlie947/social-media-skills --skill niche-research -a claude-code

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

GitHub CLI
$ gh skill install charlie947/social-media-skills niche-research --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/charlie947/social-media-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/niche-research .claude/skills/niche-research && 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
niche-research
GitHub stars
3.8k
Token cost
~1.7k tokens
SKILL.md length
861 words
Files
1
Skills in repo
15
Repo updated
First seen
Licence
MIT

At a glance

Surface the 20 most relevant stories in a niche from the last 7 days using available live research tools.

  • Works in 5 steps: Gather the niche → Browse like a human researcher → Synthesise into themes → …
  • The user says research my niche
  • SKILL.md covers Codex and Claude runtime, CRITICAL: Auto-start on load, Prerequisites and Step 1. Gather the niche, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Niche Research is an agent skill from charlie947/social-media-skills. Surface the 20 most relevant stories in a niche from the last 7 days using available live research tools. Verified dates, real links, shareable angles. Use available browser or web search tools to inspect dated source material. Use this skill whenever the user says "research my niche", "what's trending", "find stories", "this week's news", "content research", or drops a niche and asks what's happening in it. Requires live source access for current research.

Its SKILL.md is about 1.7k 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 Productivity & Automation, covering Web search. The licence is MIT.

When your agent uses it

  • The user says research my niche
  • This weeks news
  • Content research
  • Drops a niche and asks whats happening in it

Example prompts

  • “research my niche”
  • “s trending”
  • “find stories”
  • “/niche-research”

Workflow steps

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

  1. Gather the niche
  2. Browse like a human researcher
  3. Synthesise into themes
  4. Output
  5. Offer the next move

What it can do on your machine

Read from SKILL.md and the folder at commit 8cefb5b. 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 json).

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

  • Network

    Links to these hosts (documentation or services it may open):

    • reddit.com
    • x.com

    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

Niche Research loads about 1.7k tokens when it runs. Until then it costs about 119 tokens; SKILL.md has 861 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~119
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 charlie947/social-media-skills at commit 8cefb5b, republished under its MIT licence (© charlie947). 861 words, ~1,711 tokens.

Download SKILL.mdSave it as .claude/skills/niche-research/SKILL.md (or your agent's skills folder).
name
niche-research
description
Surface the 20 most relevant stories in a niche from the last 7 days using available live research tools. Verified dates, real links, shareable angles. Use available browser or web search tools to inspect dated source material. Use this skill whenever the user says "research my niche", "what's trending", "find stories", "this week's news", "content research", or drops a niche and asks what's happening in it. Requires live source access for current research.

Niche Research

Codex and Claude runtime

  • Use this skill in Codex or Claude with the tools actually available in the current task. AskUserQuestion examples describe the questions, not a required API: use an available question tool within its limits, or ask in chat. Reuse answers and source material already supplied.
  • Work in the user-selected project. Read its about-me.md, voice.md and relevant brand files before personalised work. Confirm the intended author if files conflict or contain starter defaults. Ask for missing facts or run voice-builder; never inherit the maintainer's identity, accounts or private files.
  • Resolve bundled references/ relative to this skill folder. For an explicitly requested profile refresh, read and update the canonical about-me.md, voice.md or newsletter-voice.md in place, preserving unrelated user facts and rules. Consumers must reread those canonical files. Use a new filename only for new deliverables that would collide with unrelated existing files. Installation alone never starts an interview or writes files. Do not write persistent learnings unless requested.
  • Use supplied evidence first. Verify external claims through available search/source tools when needed. If a source or integration is unavailable, name the missing capability and offer supplied text/export input. Never invent facts, first-person experience, metrics or a successful tool run.
  • Connect only services needed for the chosen route through the user's existing account. Never print credentials or overwrite connections. Drafting, saving and reviewing do not authorise publishing, sending messages or changing accounts.

CRITICAL: Auto-start on load

When this skill triggers, go straight to Step 1. Do not summarise the research method.

Prerequisites

Use the live web search and browser capabilities actually available in Codex or Claude. No particular extension or assistant vendor is required. Read tool documentation and check access before choosing a route. Use the user's existing authorised sessions for personalised feeds; never change their connections.

Browser feed access and indexed web search are different evidence surfaces. If feeds are unavailable, continue with indexed public results and label the missing feed coverage. If no live source access exists, current research is pending; supplied dated sources can support a clearly labelled limited brief.

Never scrape comments or replies on any platform. Read original post bodies and article text only. Aggregate engagement counts may be recorded when visible. Do not enable comment collection through an actor option.

Step 1. Gather the niche

Call AskUserQuestion:

json
[
  {
    "question": "What niche do you want to research?",
    "header": "Niche",
    "multiSelect": false,
    "options": [
      {"label": "I will type my niche", "description": "Type the exact niche phrase after this"},
      {"label": "Pull from about-me.md", "description": "Use the niche and audience already in my voice files"}
    ]
  }
]

If the user picks "Pull from about-me.md", read the file from the project root. If the file does not exist or does not name a clear niche, fall back to asking the user to type it.

Step 2. Browse like a human researcher

Use the available route for the following sources; skip inaccessible feeds with an explicit coverage note. Verify publish dates on every item. Exclude anything older than 7 days from today without exception.

2a. Reddit feed scanning
  1. Navigate to https://www.reddit.com/ (home feed).
  2. Scroll the feed. Load more posts.
  3. Open niche-relevant posts. On each post, check the "posted X days ago" timestamp.
  4. Discard posts older than 7 days.
  5. Repeat with https://www.reddit.com/r/popular/.
  6. Also search any niche-specific subreddits that come up while scrolling.
Show full SKILL.md (349 more words)Show less
2b. X (Twitter) feed scanning
  1. Navigate to https://x.com/home (For You feed).
  2. Scroll multiple screens.
  3. Open original niche-relevant posts. Author-authored continuations may supply context; do not collect the reply/comment thread.
  4. Check the post timestamp on each thread.
  5. Discard posts older than 7 days, even if engagement is high.

Run these searches one by one, open the top results, verify publish dates.

  • [niche] news (set Tools → Any time → Past week)
  • [niche] launch (past week)
  • [niche] controversy (past week)
  • [niche] research (past week)
  • [niche] regulation (past week)

For each promising result:

  1. Open the page.
  2. Locate the visible publish date.
  3. Verify it is within the last 7 days.
  4. If the date is missing, unclear, or older than 7 days, exclude it.

Step 3. Synthesise into themes

Collect a broad pool of verified, in-window items. Group related items into themes. Each theme may combine social discussion and news coverage.

Select themes that show at least two of:

  • Strong attention or discussion
  • Clear disagreement or debate
  • Novel insight or new information
  • Real-world implications for the niche

Target 20 themes. Fewer is acceptable if genuinely limited.

Step 4. Output

First line before the table:

As of [DD/MM/YYYY]

Then a markdown table with these exact columns:

| Theme / Emerging Story | Platforms (Reddit, X, News) | Key Communities / Accounts / Sources | Representative Links | Attention Signals | What's Happening or Being Debated | Why It Matters for [NICHE] | Shareable Angle |

Include a short coverage note naming which feeds or indexed searches were actually used, the date window and any inaccessible sources.

Step 5. Offer the next move

After the table, ask:

Any row here you want me to turn into a LinkedIn post? Call the post-writer skill with the row number, or the post-formatter skill to apply a framework.

Rules

  • Never invent links, metrics, or dates.
  • Exclude anything older than 7 days without exception.
  • Verify every publish date before including an item. No shortcuts.
  • Keep the table compact, with the coverage note outside it.
  • If fewer than 20 themes pass the filter, say so. Do not pad with weak items.
  • Indexed results do not prove a full feed scan. Missing feed access is a limitation, not evidence of no relevant stories.
  • British English throughout. DD/MM/YYYY date format.
  • Never use em dashes.

© charlie947, 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 skills/niche-research of charlie947/social-media-skills.

Open the folder on GitHubat commit 8cefb5b

Compare with similar skills

Niche Research 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.

Niche Research compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Niche Research this skillcharlie947/social-media-skills3.8k—~1.7kAutomated safety check: PassMIT
Brave Searchbadlogic/pi-skills2.6k5 repos~592Automated safety check: PassMIT
Enterprise AI Scenario MapMetaInFLow/Enterprise-ai-scenario-map-skill632—~1.8kAutomated safety check: PassMIT
Web Searchjjyaoao/HelloAgents3.2k1 repos~5.6kAutomated safety check: PassMIT
Ddg SearchTheSyart/claude-agent-examples4071 repos~493Automated safety check: PassNone
Local Web SearchuluckyXH/OpenMOSS1.3k—~392Automated safety check: NotesMIT

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Questions about Niche Research

What does Niche Research do?

Surface the 20 most relevant stories in a niche from the last 7 days using available live research tools. Niche Research is an agent skill from charlie947/social-media-skills. Surface the 20 most relevant stories in a niche from the last 7 days using available live research tools.

When should I use Niche Research?

Niche Research fits situations like: the user says research my niche; this weeks news; content research; drops a niche and asks whats happening in it.

How do I install Niche Research in Claude Code?

Run `npx skills add charlie947/social-media-skills --skill niche-research -a claude-code`. Or copy the skill folder (skills/niche-research in charlie947/social-media-skills) into .claude/skills/niche-research in your project. Claude Code loads it when a task matches its description.

How do I install Niche Research in Codex?

Run `npx skills add charlie947/social-media-skills --skill niche-research -a codex`. Or copy the skill folder (skills/niche-research in charlie947/social-media-skills) into .agents/skills/niche-research in your project. Codex loads it when a task matches its description.

Can I use Niche Research 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 charlie947/social-media-skills --skill niche-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/niche-research, .gemini/skills/niche-research, .github/skills/niche-research and .opencode/skills/niche-research in your project.

What does Niche Research need to run?

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

Does Niche Research access the network?

SKILL.md names 2 domains. As links in the text: reddit.com and x.com. This is read from the text; nothing was executed.

Is Niche Research 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 Niche Research use?

Niche Research 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 Niche Research use?

About 1.7k tokens (SKILL.md is roughly 6.8k 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 Niche Research?

Skills that share tags, products or a category with Niche Research: Brave Search (badlogic/pi-skills, 2.6k stars), Enterprise AI Scenario Map (MetaInFLow/Enterprise-ai-scenario-map-skill, 632 stars), Web Search (jjyaoao/HelloAgents, 3.2k stars) and Ddg Search (TheSyart/claude-agent-examples, 407 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Niche Research?

charlie947 (a GitHub user) maintains it in charlie947/social-media-skills, which has 3,844 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on September 15, 2026.

Source: charlie947/social-media-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.