search-the-web

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Search the web from your coding agent. Type /s and a query, get 3 synthesized mini-briefings with verdicts, ratings, and source links. No tab-switching.

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# /s - Search the Web From Your Coding Agent

A skill for AI coding agents that turns your terminal into a research assistant. Type a query like you'd type into a search engine, get back 3 synthesized mini-briefings with opinionated verdicts, ratings, and source links. No tab-switching. No a pile of links. No leaving your flow.

```
/s best laptop under $1000
```

That's it. You're searching the web, from your coding agent, while you code.

---

## What It Looks Like

```
> /s best tacos portland or

1. Birria Balam - SE Division St

Rich birria tacos with a crispy, cheese-crusted tortilla and a
  consomme that reviewers call "life-changing." Cash only, tiny
  space, usually a line out the door on weekends.

Best for: Birria lovers willing to wait for the real deal
  Ratings: Quality 9/10 · Value 8/10 · Vibe 7/10
  Links: [Eater PDX Review] · [Yelp Page]
  Sources: eater.com · yelp.com · pdx.eater.com

---

2. Matt's BBQ Tacos - NE MLK Blvd

A collision of Texas BBQ and tacos that somehow works perfectly.
  Brisket taco with pickled onion is the move. Located inside a
  pod, so seating is outdoor picnic tables.

Best for: The person who can't decide between BBQ and tacos
  Ratings: Quality 9/10 · Value 7/10 · Vibe 8/10
  Links: [Official Site] · [Eater Review]
  Sources: mattsbbqpdx.com · eater.com · tripadvisor.com

---

3. Tienda y Taqueria Santa Cruz - NE Prescott

No-frills neighborhood taqueria with $3 street tacos that punch
  way above their weight. Al pastor on the spit, fresh tortillas,
  and a salsa bar worth the visit alone.

Best for: Budget-friendly authenticity over atmosphere
  Ratings: Quality 8/10 · Value 10/10 · Vibe 5/10
  Links: [Yelp Page]
  Sources: yelp.com · reddit.com/r/Portland · tripadvisor.com

---

Searched 30+ sources across 3 searches.
  Say "more" for 3 more results, or refine: just tell me
  what to change.
```

Then just keep talking:

```
> but Neapolitan style
> more
> what about delivery options
```

It remembers your search and refines naturally.

---

## Why This Exists

You're deep in code. A thought pops into your head: "what's the best way to handle auth tokens?" or "where should I eat lunch?" or "what laptop should I buy?"

Normally you'd:
1. Switch to a browser
2. Type a query into a search engine
3. Click through 6-10 links
4. Read a bunch of SEO-optimized fluff
5. Mentally synthesize the answer yourself
6. Switch back to your code
7. Try to remember what you were doing

With `/s`, you:
1. Type `/s` and your query
2. Get 3 synthesized answers with verdicts and ratings
3. Keep coding

**It does what you'd do after a search, but skips the 20 minutes of clicking, reading, and comparing.** Like having a research assistant who reads 15 tabs so you don't have to.

### "But my coding agent already has web search"

Sure. And sometimes it's great. But have you noticed how inconsistent the results are? Sometimes you get a nice summary. Sometimes you get a wall of raw text. Sometimes it searches once and calls it done. Sometimes it goes on a 30-second research bender you didn't ask for.

`/s` is opinionated about this. Every search gets the same treatment: multiple angles, structured briefings, verdicts, ratings, sources. You always know what you're getting. It's the difference between "hey, look something up for me" and having a process that reliably delivers useful results every single time.

---

## How It's Different

| | Traditional Search Engine | AI Answer Engine | Built-in Web Tool | `/s` |
|---|---|---|---|---|
| **Where it runs** | Browser (context switch) | Browser or separate app | Inside your coding agent | Inside your coding agent |
| **What you get** | A pile of links to read yourself | 1 synthesized answer | Raw search results the AI reads | 3 opinionated mini-briefings |
| **Source diversity** | One algorithm's ranking | One synthesis, few sources | Whatever the agent decides to search | Multi-angle (general + community + reviews) |
| **Verdicts** | None, you decide | Sometimes | None | Every result: "Best for: ..." |
| **Ratings** | None | None | None | Adaptive per query type |
| **Structured format** | Link list | Prose paragraph | Varies wildly | Consistent briefings every time |
| **Refinement** | New search from scratch | Conversational | Ask the agent again | "but cheaper" or "more" |
| **You have to ask for it** | Yes, open browser | Yes, open app | No, but results are unpredictable | No, and format is always the same |
| **Context switch** | Yes, leave your editor | Yes, separate app | None | None |

---

## What Makes the Results Better

The skill doesn't just run a single search. It:

1. **Classifies your intent**: is this a recommendation, a product comparison, a how-to, a factual question, or a local search?
2. **Searches from multiple angles**: general web, community discussions, and specialist review sites. Different angles for different intents.
3. **Deduplicates and synthesizes**: same result from 3 sources? Merged into one briefing with the best info from each.
4. **Adds judgment**: a "Best for" verdict on every result telling you *who* it's ideal for. Plus adaptive ratings that change based on what you're searching (Quality/Value/Vibe for restaurants, Performance/Build/Value for products, Clarity/Completeness for tutorials).
5. **Cites everything**: every result includes source links so you can verify.

---

## Install

The entire skill is a single file: [`SKILL.md`](SKILL.md). It's a prompt that instructs an AI coding agent how to search, synthesize, and format results. Drop it into whatever directory your agent uses for custom skills or instructions.

### Quick install

1. Clone this repo:

```bash
git clone https://github.com/jnemargut/search-the-web.git
```

2. Copy `SKILL.md` into your agent's skills or rules directory:

**Claude Code:**
```bash
mkdir -p ~/.claude/skills/s
cp search-the-web/SKILL.md ~/.claude/skills/s/SKILL.md
```

**Cursor:**
```bash
mkdir -p .cursor/rules
cp search-the-web/SKILL.md .cursor/rules/search.md
```

**Windsurf:**
```bash
mkdir -p .windsurf/rules
cp search-the-web/SKILL.md .windsurf/rules/search.md
```

3. That's it. Open any project and type:

```
/s your query here
```

### Requirements

Your AI coding agent needs:
- Web search capability
- Ability to run multiple searches in parallel
- Inline markdown output

---

## Examples

**Local recommendations:**
```
/s best coffee shops downtown portland
/s things to do this weekend in austin
/s good running trails near me
```

**Products:**
```
/s best mechanical keyboard under $100
/s best laptop for video editing 2026
/s wireless earbuds with best battery life
```

**How-to:**
```
/s how to set up SSH keys on mac
/s how to fix a running toilet
/s how to negotiate a raise
```

**Factual:**
```
/s what is the capital of montana
/s when did the Berlin Wall fall
/s what's the current Fed interest rate
```

**Comparisons:**
```
/s react vs svelte for a new project
/s renting vs buying in a high interest rate market
/s postgres vs mysql for a small saas
```

**Random mid-coding thoughts:**
```
/s what's that design pattern where you wrap an object to add behavior
/s is daylight saving time this weekend
/s good team lunch spots near downtown denver
```

---

## The `/s` Philosophy

Two keystrokes. That's intentional.

If this skill is going to replace switching to a browser, it needs to be faster than switching to a browser. `/s` is to web search what `Cmd+K` is to a search bar: muscle memory, not a decision.

You don't type `/search-the-web-and-synthesize-results`. You type `/s`. Then your query. Then you're back to work.

---

## How Refinement Works

After getting results, just talk naturally:

```
/s best pizza near me
```
*[3 results appear]*

```
but Neapolitan style
```
*[3 new results, refined for Neapolitan]*

```
more
```
*[3 more results, numbered 4-6, no repeats]*

```
what about delivery options
```
*[3 new results focused on delivery]*

No special syntax. No re-typing your query. It remembers context and builds on it.

---

## Adaptive Ratings

Ratings change based on what you're searching for. The skill picks dimensions that actually help you decide:

| Query Type | Dimensions |
|---|---|
| Restaurants | Quality / Value / Vibe |
| Products | Performance / Build / Value |
| Services | Quality / Price / Reliability |
| Activities | Quality / Accessibility / Value |
| Tutorials | Clarity / Completeness |
| Factual | *(no ratings, just the answer)* |

Ratings use the full 1-10 range. A budget pick might get Value 9/10 but Quality 6/10. That's useful. If everything gets 8/10, ratings are worthless.

---

## License

MIT. Do whatever you want with it.

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