Atlas / Skills / himself65 / Linkedin Reader

Linkedin ReaderSAFE

skills/himself65/linkedin-reader

A collection of skills for AI financial analysis.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
MIT
Stars
3,383
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Read-only LinkedIn skill for financial research using opencli.

What it does

Reads LinkedIn for financial research — reading professional market commentary, monitoring analyst posts, searching finance/trading jobs, and tracking professional sentiment. Capabilities include:

  • Home feed / timeline — read posts from your LinkedIn feed (author, headline, text, reactions, comments)
  • Job search — search LinkedIn job listings with filters for location, experience level, job type, remote/hybrid, date posted, and company

This skill is read-only. It does NOT support posting, liking, commenting, connecting, messaging, or any write operations.

Authentication

No API keys needed — opencli reuses your existing Chrome browser session via the Browser Bridge extension. Just be logged into linkedin.com in Chrome.

Triggers

  • "check my LinkedIn feed", "LinkedIn posts about", "what's on LinkedIn"
  • "search LinkedIn for jobs", "finance jobs on LinkedIn", "quant jobs"
  • "LinkedIn market sentiment", "what are analysts saying on LinkedIn"
  • "who's hiring in finance", "professional network buzz"
  • Any mention of LinkedIn in context of financial news, market research, or job searches

Platform

Works on Claude Code and other CLI-based agents. Does not work on Claude.ai — the sandbox restricts network access and binaries required by opencli.

Setup

# Choose finance-social-readers when prompted.
npx plugins add himself65/finance-skills

# Or install just this skill
npx skills add himself65/finance-skills --skill linkedin-reader

See the main README for more installation options.

Prerequisites

  • Node.js >= 20 (for npm install -g @jackwener/opencli)
  • Chrome with the Browser Bridge extension installed (load unpacked from chrome://extensions in Developer mode)
  • Logged into linkedin.com in Chrome

Ref

Read from source at commit 317cbce031f1OBSERVED · 2026-10-08
02

Install

Commands as the repository documents them. They are shown, not run.

npx skills add himself65/finance-skills --skill linkedin-reader
npm install -g @jackwener/opencli
03

Host compatibility

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

HostStatusNotes
claude-codementioned
04

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: linkedin-reader
description: >
  Read LinkedIn for financial research through opencli: the user's feed, and job
  search with location, seniority, job type, remote, company, and date filters. Use
  this skill whenever the user wants to check their LinkedIn feed, see what
  professionals or analysts are posting about a company, market, or earnings, gauge
  professional sentiment, or search finance and trading jobs on LinkedIn. Read-only:
  it cannot post, like, comment, connect, message, or apply.
---

# LinkedIn Skill (Read-Only)

Reads LinkedIn for financial research using [opencli](https://github.com/jackwener/opencli), a universal CLI tool that bridges web services to the terminal via browser session reuse.

**This skill is read-only.** It is designed for financial research: reading professional commentary on markets, monitoring analyst posts, searching finance/trading jobs, and tracking professional sentiment. It does NOT support posting, liking, commenting, connecting, messaging, or any write operations.

**Important**: opencli reuses your existing Chrome login session — no API keys or cookie extraction needed. Just be logged into linkedin.com in Chrome and have the Browser Bridge extension installed.

---

## Step 1: Ensure opencli Is Installed and Ready

**Current environment status:**

```
!`(command -v opencli && opencli doctor 2>&1 | head -5 && echo "READY" || echo "SETUP_NEEDED") 2>/dev/null || echo "NOT_INSTALLED"`
```

If the status above shows `READY`, skip to Step 2. If `NOT_INSTALLED`, install first:

```bash
# Install opencli globally
npm install -g @jackwener/opencli
```

If `SETUP_NEEDED`, guide the user through setup:

### Setup

opencli requires Node.js >= 20 and a Chrome browser with the Browser Bridge extension:

1. **Install the Browser Bridge extension:**
   - Download the latest `opencli-extension-v{version}.zip` from the [GitHub Releases page](https://github.com/jackwener/opencli/releases)
   - Unzip it, open `chrome://extensions` in Chrome, and enable **Developer mode**
   - Click **Load unpacked** and select the unzipped folder
2. **Login to linkedin.com** in Chrome — opencli reuses your existing browser session
3. **Verify connectivity:**

```bash
opencli doctor
```

This auto-starts the daemon, verifies the extension is connected, and checks session health.

### Common setup issues

| Symptom | Fix |
|---------|-----|
| `Extension not connected` | Install Browser Bridge extension in Chrome and ensure it's enabled |
| `Daemon not running` | Run `opencli doctor` — it auto-starts the daemon |
| `No session for linkedin.com` | Login to linkedin.com in Chrome, then retry |
| `AuthRequiredError` | LinkedIn session expired — refresh linkedin.com in Chrome and log in again |

---

## Step 2: Identify What the User Needs

Match the user's request to one of the read commands below, then use the corresponding command from `references/commands.md`.

| User Request | Command | Key Flags |
|---|---|---|
| Setup check | `opencli doctor` | — |
| Home feed / posts | `opencli linkedin timeline` | `--limit N` (default 20, max 100) |
| Search for jobs | `opencli linkedin search "QUERY"` | `--location`, `--limit N` (default 10, max 100), `--details` |
| Finance job search | `opencli linkedin search "QUERY"` | `--experience-level`, `--job-type`, `--remote`, `--company`, `--date-posted`, `--start` |

---

## Step 3: Execute the Command

### General pattern

```bash
# Read LinkedIn feed posts
opencli linkedin timeline --limit 20 -f json

# Search for finance/trading jobs
opencli linkedin search "quantitative analyst" --limit 10 -f json
opencli linkedin search "portfolio manager" --location "New York" --limit 15 -f json

# Detailed job listings with descriptions
opencli linkedin search "financial analyst" --details --limit 10 -f json
```

### Key rules

1. **Check setup first** — run `opencli doctor` before any other command if unsure about connectivity
2. **Use `-f json` or `-f yaml`** for structured output when processing data programmatically
3. **Use `-f csv`** when the user wants spreadsheet-compatible output
4. **Use `--limit N`** to control result count — start with 10-20 unless the user asks for more
5. **For job search, use filters** — `--location`, `--experience-level`, `--job-type`, `--remote`, `--date-posted` to narrow results
6. **Read-only** — don't post, like, comment, connect, message, or apply to jobs

### Output format flag (`-f`)

| Format | Flag | Best for |
|---|---|---|
| Table | `-f table` (default) | Human-readable terminal output |
| JSON | `-f json` | Programmatic processing, LLM context |
| YAML | `-f yaml` | Structured output, readable |
| Markdown | `-f md` | Documentation, reports |
| CSV | `-f csv` | Spreadsheet export |

### Output columns

**Timeline** posts include: `rank`, `author`, `author_url`, `headline`, `text`, `posted_at`, `reactions`, `comments`, `url`.

**Job search** results include: `rank`, `title`, `company`, `location`, `listed`, `salary`, `url`. With `--details`: also `description`, `apply_url`.

---

## Step 4: Present the Results

Lead with what matters for the user's research question rather than a raw dump. For feed posts, attribute each one (author, headline, text, reactions and comments, URL), highlight market commentary, analyst takes, and earnings reactions, and note the bullish or bearish lean and where views are consensus or contrarian. For job results, give title, company, location, salary when available, posting date, and the listing URL. Keep browser session details private.

---

## Step 5: Diagnostics

If something isn't working, run:

```bash
opencli doctor
```

This checks daemon status, extension connectivity, and browser session health.

---

## Error Reference

| Error | Cause | Fix |
|-------|-------|-----|
| `Extension not connected` | Browser Bridge not installed/enabled | Install extension and enable it in Chrome |
| `No session` | Not logged into linkedin.com | Login to linkedin.com in Chrome |
| `Au
05

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 2026-10-08 · audit v0.4.1 · source sha 317cbce031f1full audit observations/trust-audit/skill/himself65__linkedin-reader.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08317cbce031f1SAFEB89first audit
07

Questions

What does the Linkedin Reader skill do?

A collection of skills for AI financial analysis.

Is Linkedin Reader 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 Linkedin Reader access on my machine?

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

Which assistants does Linkedin Reader work with?

Its documentation mentions claude-code. 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 (317cbce031f1), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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