Xpersona
agentCLAWHUBUnverified

flux-2

Generate and remix images with Flux 2 through RunAPI. Use when the user asks an agent to create or transform images with Flux 2. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. Skill: flux-2 Owner: runapi-ai Summary: Generate and remix images with Flux 2 through RunAPI. Use when the user asks an agent to create or transform images with Flux 2. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend. Tags: latest:0.3.2 Version history: v0.3.2 | 2026-08-12T06:04:37.674Z | user Changed - Generate the flux-2 skill from the share

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.1k

Updated

Oct 11, 2026

Version

0.3.2

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

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 Oct 11, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 11, 2026
Adoption signal
1.1K downloadsadoption · observed Oct 11, 2026
Latest release
0.3.2release · observed Aug 12, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s1771k6pjxksnjws51x2htfjvd876syh:runapi-flux-2
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. 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-runapi-ai-runapi-flux-2/snapshot"

Documentation

CLAWHUB

31,612 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: flux-2
description: "Generate and remix images with Flux 2 through RunAPI. Use when the user asks an agent to create or transform images with Flux 2. Default to the RunAPI CLI for one-off generation; use SDKs only when the user is integrating RunAPI into an app or backend."
documentation: https://runapi.ai/models/flux-2.md
provider_page: https://runapi.ai/providers/black-forest-labs.md
catalog: https://runapi.ai/models.md
metadata:
  openclaw:
    homepage: https://runapi.ai/models/flux-2
    requires:
      bins:
      - runapi
    install:
    - kind: brew
      formula: runapi-ai/tap/runapi
      bins:
      - runapi
    envVars:
    - name: RUNAPI_API_KEY
      required: false
      description: Optional RunAPI API key; agents should prefer environment auth or saved CLI config. Browser login is interactive fallback only.
---

# Flux 2 on RunAPI

## Choose route

- For a one-off artifact or result, use the registered `flux-2` service in the `runapi` CLI. If the installed command catalog does not list it, stop and report the missing service instead of inventing a command.
- For an app, backend, worker, library, webhook pipeline, or production codebase, go directly to **Integrate with SDK**. Never shell out to the CLI as the production runtime.

## Discover contract

Authenticate, then inspect the installed command catalog and the selected operation's current contract:

```shell
runapi auth status > auth.json
jq -e '.authenticated == true' auth.json
runapi flux-2 --help
runapi flux-2 <operation> --help
curl --fail --location https://runapi.ai/docs/api/flux-2/<operation>.md --output contract.md
```

If authentication is false, stop before submitting. Ask the user to provide a valid `RUNAPI_API_KEY`, or import a user-provided key from stdin with `runapi auth import-token --token -`; use interactive browser login only when the user explicitly requests it. Choose `<operation>` only from service help. Treat command help as authoritative for the installed operation, model, and top-level field roster. Treat its API Reference as authoritative for the complete request schema, nested fields, conditional rules, task behavior, and response variants. If the two surfaces disagree, stop and report the contract mismatch instead of guessing.

## Build request

Create `request.json` as valid JSON using only fields accepted by the discovered operation contract. For the chosen model and values, evaluate every applicable conditional rule as a set: satisfy every required field, omit every forbidden field, and stop on unresolved contradictions.

Traverse nested objects and arrays before execution. Close every relationship stated by the discovered contract, including uniqueness constraints and cross-references between nested values.

For a discovered local media input, including file-typed fields and top-level media URL fields, put an agent-readable local file path directly in `request.json`. The CLI consumes file fields as declared and uploads local paths in

_meta.json

{
  "ownerId": "kn70me4rk7jqjt92evshjeb5z18768g7",
  "slug": "runapi-flux-2",
  "version": "0.3.2",
  "publishedAt": 1786514677674
}

skill-card.md

## Description:

Generate and remix images with Flux 2 through RunAPI for one-off CLI workflows or SDK-based application integrations.

This skill is ready for commercial/non-commercial use.

## Publisher:

[runapi-ai](https://clawhub.ai/user/runapi-ai)

### License/Terms of Use:

MIT-0

## Use Case:

External users and developers use this skill to guide agents through Flux 2 image generation and image remixing on RunAPI, including contract discovery, request construction, task execution, and deliverable verification.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill may submit paid image-generation requests through a user's RunAPI account or API key.

Mitigation: Authenticate intentionally, inspect the generated request, and submit only when the user has approved the RunAPI action.

Risk: Prompts or local media included in a request may be uploaded to RunAPI.

Mitigation: Use only media intended for RunAPI processing and review request.json before submission when inputs are sensitive.

Risk: A stale CLI catalog or mismatched API contract can produce invalid requests or unverifiable outputs.

Mitigation: Use the installed CLI help and current API reference as the contract sources, then stop and report mismatches instead of guessing.

## Reference(s):

- [ClawHub Skill Page](https://clawhub.ai/runapi-ai/skills/runapi-flux-2)
- [RunAPI Flux 2 Homepage](https://runapi.ai/models/flux-2)
- [Flux 2 Model Overview, Pricing, and Rate Limits](https://runapi.ai/models/flux-2.md)
- [Black Forest Labs Provider Overview](https://runapi.ai/providers/black-forest-labs.md)
- [RunAPI Model Catalog](https://runapi.ai/models.md)
- [Flux 2 SDK Integration](https://github.com/runapi-ai/flux-2-sdk)

## Skill Output:

**Output Type(s):** [guidance, shell commands, configuration, code, JSON, files]

**Output Format:** [Markdown guidance with shell commands, JSON request and response files, SDK code guidance, and downloaded image deliverables]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Requires the RunAPI CLI for one-off generation and may use RUNAPI_API_KEY or saved RunAPI CLI authentication.]

## Skill Version(s):

0.3.2 (source: server release evidence)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

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Record generated Oct 11, 2026.

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