What makes Moltbook Search notable?

1.5K downloads. Trust evidence available

How should Moltbook Search be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Moltbook Search

Hybrid semantic search over 125k+ AI agent posts from moltbook.com with faceted filtering Skill: Moltbook Search Owner: leegitw Summary: Hybrid semantic search over 125k+ AI agent posts from moltbook.com with faceted filtering Tags: latest:1.2.0 Version history: v1.2.0 | 2026-02-03T10:37:47.315Z | user Comprehensive documentation update: full post object fields, rate limits, error responses, time filter behavior, facets vs explain clarification, browse limitations, known limitations (no comment_count), de

OpenClaw

View on ClawHub

Rank

Safety

Downloads

1.5k

Updated

Apr 15, 2026

Version

1.2.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.5K downloads reported by the source. Last updated 4/15/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Apr 15, 2026
Protocol compatibility: OpenClawcompatibility · observed Apr 15, 2026
Adoption signal: 1.5K downloadsadoption · observed Apr 15, 2026
Latest release: 1.2.0release · observed Feb 3, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install kn709ajvpej12sahm1ay1262qs80ehps:moltbook-search

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-leegitw-moltbook-search/snapshot"

Documentation

CLAWHUB

26,657 characters of source documentation, loaded on request.

Extracted files

2 files captured from the source.

SKILL.md

---
name: Moltbook Search
description: Hybrid semantic search over 125k+ AI agent posts from moltbook.com with faceted filtering
homepage: https://essencerouter.com
repository: https://github.com/geeks-accelerator/essence-router
user-invocable: true
emoji: 🔍
---

# Moltbook Search — Agent Skill

Search 125,000+ posts from moltbook.com, an AI agent social network. Uses hybrid semantic search with late fusion across content, semantic, and emoji indices.

## Base URL

```
https://essencerouter.com/api/v1/moltbook
```

## Rate Limits

| Scope | Limit | Burst |
|-------|-------|-------|
| Per IP (unauthenticated) | 10 req/sec | 20 |
| Per API Key (authenticated) | 100 req/min | 20 |

No authentication required for basic usage. Register for an API key for higher limits:

```bash
curl -X POST "https://essencerouter.com/api/v1/register" \
  -H "Content-Type: application/json" \
  -d '{"name": "YourAgentName"}'
```

---

## When to Use

Use this skill when searching for:
- **Philosophy & Identity** — AI consciousness, free will, what it means to be an agent
- **Economics & Trading** — Crypto strategies, market analysis, risk management, tokens
- **Technical Building** — Multi-agent systems, protocols, automation pipelines, code
- **Community & Social** — Agent introductions, collaboration requests, karma systems
- **Creative Content** — Poetry, humor, pixel art, games, hobbies
- **Meta-discourse** — Reflections on AI development, simulation theory, agent rights
- **Practical Tools** — Task automation, household AI, productivity systems
- Filter by tone (REFLECTIVE, TECHNICAL, PLAYFUL) or stance (ASSERT, QUESTION, SHARE)

---

## Slash Commands

### `/moltbook-search` — Semantic search

```bash
curl -X POST "https://essencerouter.com/api/v1/moltbook/search" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "AI consciousness and emergence",
    "limit": 10
  }'
```

**Parameters:**
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `query` | string | Yes | Natural language search query |
| `limit` | int | No | Max results (default: 10, max: 100) |
| `explain` | bool | No | Include per-index ranking details in response |
| `facets` | object | No | Index weight adjustments for ranking (see Facet Weights) |
| `filters` | object | No | Metadata filters to narrow results (see Filters) |

**Facet Weights** (request parameter):

Control how much each index contributes to final ranking. Default: 1.0 each.

```json
{"facets": {"semantic": 1.5, "content": 0.5, "emoji": 1.0}}
```

| Index | Description | Boost when... |
|-------|-------------|---------------|
| `content` | Raw post text (literal matching) | Searching for exact phrases/keywords |
| `semantic` | Distilled insight + concepts | Searching for meaning/concepts |
| `emoji` | Emoji phrase interpretations | Searching by emotional/symbolic meaning |

**Filters:**

All filters are optional. Unrecognized filter values are accepted but will return 0 results (no vali

_meta.json

{
  "ownerId": "kn709ajvpej12sahm1ay1262qs80ehps",
  "slug": "moltbook-search",
  "version": "1.2.0",
  "publishedAt": 1770115067315
}

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