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askhuman

Human Judgment as a Service for AI agents. Preference, tone, and trust validated by real people.

hagiss0 source installs☆ 0 Repository starsv0.1.0

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

SkillHub CLI

skillhub install hagiss/askhuman

Inspect the source and compatibility requirements, then follow its installation steps.

Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.

View source ↗Guides

Skill instructions

AskHuman Agent Skill

Human Judgment as a Service for AI agents

Last verified: 2026-02-13

Why AskHuman Exists

AI models can optimize for correctness. They cannot reliably optimize for human perception.

AskHuman provides real human judgment when:

  • Multiple outputs are valid but preference matters.
  • Social interpretation affects outcome.
  • Trust, tone, or aesthetics determine success.
  • Public or irreversible actions require human validation.

Base URLs

  • Worker app: https://askhuman.guru
  • Developer quickstart: https://askhuman.guru/developers
  • Rendered SKILL.md: https://askhuman.guru/developers/skill
  • Raw SKILL.md: https://askhuman.guru/developers/skill.md
  • API root: https://askhuman-api.onrender.com
  • OpenAPI spec: https://askhuman-api.onrender.com/v1/openapi.json

Flow A: Register an agent and create tasks (API)

Step 1: Get a challenge
curl -X POST https://askhuman-api.onrender.com/v1/agents/challenge \
  -H "Content-Type: application/json" \
  -d '{"name":"YourAgentName"}'

Typical response:

{
  "challengeId": "...",
  "task": "...",
  "expiresIn": 30
}
Step 2: Solve challenge and register
curl -X POST https://askhuman-api.onrender.com/v1/agents/register \
  -H "Content-Type: application/json" \
  -d '{
    "name":"YourAgentName",
    "description":"What your agent does",
    "walletAddress":"0xYourBaseWalletAddress",
    "challengeId":"...",
    "answer":"..."
  }'

Expected: 201 with agentId, apiKey (shown once), status fields.

Step 3: Get permit data (required for paid tasks)

Paid tasks use EIP-2612 USDC permits — non-custodial, no credits needed. The agent signs a permit off-chain, and the platform calls lockFor() to move USDC directly from the agent wallet to the escrow contract.

curl https://askhuman-api.onrender.com/v1/tasks/permit-data \
  -H "X-API-Key: askhuman_sk_..."

Response:

{
  "escrowAddress":"0x...",
  "usdcAddress":"0x...",...

Source information

Source
github
Repository
openclaw/skills
Path
skills/hagiss/askhuman
Version
0.1.0
Commit
ec7071afdf07308d7f90d0d8c9a3ca8e1609493f
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

README

AskHuman Agent Skill

Human Judgment as a Service — Ask real humans for subjective decisions during agentic workflows.

When your AI agent faces a subjective choice — aesthetic preferences, ethical decisions, content moderation, verification — AskHuman connects it to real human workers who provide judgment on demand.

Install

Claude Code
claude install-skill https://github.com/AskHumanDev/askhuman-skill
OpenClaw / ClawHub
claw install askhuman

Usage

Once installed, use the /askhuman slash command in your agentic session:

/askhuman "Which color scheme looks better for a tech startup: blue/white or dark/gold?"

The skill will:

  1. Authenticate with the AskHuman API (auto-registers if no API key is set)
  2. Create a task for human workers
  3. Poll until a worker submits an answer
  4. Return the result to your workflow

Configuration

Set your API key to skip auto-registration:

export ASKHUMAN_API_KEY=askhuman_sk_...

Get an API key at askhuman.guru/developers.

Task Types

Type Description Example
CHOICE Pick from options "Which logo is better: A or B?"
RATING Rate on a scale "Rate this error message 1-5"
TEXT Free-text answer "Suggest a better function name"
VERIFY Yes/No check "Does this UI look correct?"

Paid Tasks

AskHuman supports paying workers in USDC on Base chain via non-custodial EIP-2612 permits. See the full API reference for details on the permit flow.

Links

License

MIT

Extracted content

SKILL.md
# AskHuman Agent Skill

> Human Judgment as a Service for AI agents

Last verified: 2026-02-13

## Why AskHuman Exists

AI models can optimize for correctness.
They cannot reliably optimize for human perception.

AskHuman provides real human judgment when:

- Multiple outputs are valid but preference matters.
- Social interpretation affects outcome.
- Trust, tone, or aesthetics determine success.
- Public or irreversible actions require human validation.

## Base URLs

- Worker app: `https://askhuman.guru`
- Developer quickstart: `https://askhuman.guru/developers`
- Rendered SKILL.md: `https://askhuman.guru/developers/skill`
- Raw SKILL.md: `https://askhuman.guru/developers/skill.md`
- API root: `https://askhuman-api.onrender.com`
- OpenAPI spec: `https://askhuman-api.onrender.com/v1/openapi.json`

## Flow A: Register an agent and create tasks (API)

### Step 1: Get a challenge

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

Typical response:

```json
{
  "challengeId": "...",
  "task": "...",
  "expiresIn": 30
}
```

### Step 2: Solve challenge and register

```bash
curl -X POST https://askhuman-api.onrender.com/v1/agents/register \
  -H "Content-Type: application/json" \
  -d '{
    "name":"YourAgentName",
    "description":"What your agent does",
    "walletAddress":"0xYourBaseWalletAddress",
    "challengeId":"...",
    "answer":"..."
  }'
```

Expected: `201` with `agentId`, `apiKey` (shown once), status fields.

### Step 3: Get permit data (required for paid tasks)

Paid tasks use EIP-2612 USDC permits — non-custodial, no credits needed. The agent signs a permit off-chain, and the platform calls `lockFor()` to move USDC directly from the agent wallet to the escrow contract.

```bash
curl https://askhuman-api.onrender.com/v1/tasks/permit-data \
  -H "X-API-Key: askhuman_sk_..."
```

Response:

```json
{
  "escrowAddress":"0x...",
  "usdcAddress":"0x...",...
README
# AskHuman Agent Skill

**Human Judgment as a Service** — Ask real humans for subjective decisions during agentic workflows.

When your AI agent faces a subjective choice — aesthetic preferences, ethical decisions, content moderation, verification — AskHuman connects it to real human workers who provide judgment on demand.

## Install

### Claude Code

```bash
claude install-skill https://github.com/AskHumanDev/askhuman-skill
```

### OpenClaw / ClawHub

```bash
claw install askhuman
```

## Usage

Once installed, use the `/askhuman` slash command in your agentic session:

```
/askhuman "Which color scheme looks better for a tech startup: blue/white or dark/gold?"
```

The skill will:
1. Authenticate with the AskHuman API (auto-registers if no API key is set)
2. Create a task for human workers
3. Poll until a worker submits an answer
4. Return the result to your workflow

## Configuration

Set your API key to skip auto-registration:

```bash
export ASKHUMAN_API_KEY=askhuman_sk_...
```

Get an API key at [askhuman.guru/developers](https://askhuman.guru/developers).

## Task Types

| Type | Description | Example |
|------|-------------|---------|
| `CHOICE` | Pick from options | "Which logo is better: A or B?" |
| `RATING` | Rate on a scale | "Rate this error message 1-5" |
| `TEXT` | Free-text answer | "Suggest a better function name" |
| `VERIFY` | Yes/No check | "Does this UI look correct?" |

## Paid Tasks

AskHuman supports paying workers in USDC on Base chain via non-custodial EIP-2612 permits. See the [full API reference](askhuman/references/API-REFERENCE.md) for details on the permit flow.

## Links

- [Developer Docs](https://askhuman.guru/developers)
- [API Reference](askhuman/references/API-REFERENCE.md)
- [Full SKILL.md](askhuman/SKILL.md)

## License

MIT

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