Atlas / Skills / charlie947 / Niche Research

Niche ResearchSAFE

skills/charlie947/niche-research
Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
MIT
Stars
4,374
01

Overview

An agent skill published by charlie947.

Read from source at commit 7179b9176eabOBSERVED · 2026-10-27
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02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
codexmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
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.

### 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.

### 2c. Google web search

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 cove
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-27 · audit v0.4.1 · source sha 7179b9176eabfull audit observations/trust-audit/skill/charlie947__niche-research.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-277179b9176eabSAFEB89first audit
06

Questions

Is niche-research — charlie947/social-media-skills safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can niche-research — charlie947/social-media-skills access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does niche-research — charlie947/social-media-skills work with?

Its documentation mentions codex. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (7179b9176eab), read on 2026-10-27. The repository is watched, and a new audit runs when it changes — this is the first audit.

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