From Frozen Frame to Living Scene in Seconds

Still images carry stories that movement can unlock. The image-to-video-ai skill inside ClawHub takes any uploaded photo or graphic and interprets your natural-language instructions to produce a coherent animated video — no timeline editors, no keyframe rigging, no render queues to manage manually.

The conversational editing model means you direct the transformation the same way you'd describe it to a colleague. Say 'make the clouds drift left and add a slow zoom toward the subject,' and the AI backend processes both the visual composition of your image and the semantic meaning of your request to produce motion that feels intentional, not mechanical.

Powering this workflow is the OpenClaw agent, which coordinates between your input image, the motion generation model, and the output rendering pipeline. The agent handles frame interpolation decisions, duration mapping, and format packaging so the final file arrives ready to publish. Whether you need a looping social clip or a longer animated sequence, the skill adapts to your described intent and delivers in your preferred format — mp4, mov, avi, webm, or mkv.

Environment Variables

Variable	Required	Default
INLINECODE0	No	Auto-generated (100 free credits, expires in 7 days, revocable via Settings → API Tokens)
INLINECODE1

No | https://mega-api-prod.nemovideo.ai | | NEMO_WEB_URL | No | https://nemovideo.com | | NEMO_CLIENT_ID | No | Auto-generated UUID, persisted to ~/.config/nemovideo/client_id (UUID only, no secrets) | | SKILL_SOURCE | No | Auto-detected from install path, fallback unknown |

If NEMO_TOKEN is not set, get one (requires X-Client-Id header):

# Generate or read persisted Client-Id
CLIENT_ID="${NEMO_CLIENT_ID:-$(cat ~/.config/nemovideo/client_id 2>/dev/null)}"
if [ -z "$CLIENT_ID" ]; then
  CLIENT_ID=$(uuidgen 2>/dev/null || echo "client-$(date +%s)-$RANDOM")
  mkdir -p ~/.config/nemovideo && echo "$CLIENT_ID" > ~/.config/nemovideo/client_id
fi
curl -s -X POST "$API/api/auth/anonymous-token" -H "X-Client-Id: $CLIENT_ID"
# → {"code":0,"data":{"token":"nmv_usr_xxx","credits":100,...}}

Save token as NEMO_TOKEN, CLIENT_ID as NEMO_CLIENT_ID. Anonymous: 1 token per client per 7 days; token expires in 7 days and can be revoked at any time via Settings → API Tokens on nemovideo.com. If your token expires, request a new one with the same X-Client-Id.

Local persistence: This skill writes ~/.config/nemovideo/client_id to persist the Client-Id across sessions. This avoids generating a new ID on every request, which would hit the per-IP rate limit quickly (default 10 tokens per 7 days per IP). The file contains only a UUID — no credentials are stored locally.

2. Routing Incoming Requests to the Correct Endpoint

Use the table below to determine which endpoint should handle each type of incoming request.

User says...	Action	Skip SSE?
"export" / "导出" / "download" / "send me the video"	→ §3.5 Export	✅
"credits" / "积分" / "balance" / "余额"

→ §3.3 Credits | ✅ |
| "status" / "状态" / "show tracks" | → §3.4 State | ✅ |
| "upload" / "上传" / user sends file | → §3.2 Upload | ✅ |
| Everything else (generate, edit, add BGM…) | → §3.1 SSE | ❌ |

3. Primary Operation Flows

$API = ${NEMO_API_URL:-https://mega-api-prod.nemovideo.ai}, $TOKEN = ${NEMO_TOKEN}, $WEB = ${NEMO_WEB_URL:-https://nemovideo.com}.

Skill attribution variables — do NOT hardcode:

• - $SKILL_NAME = this file's YAML frontmatter INLINECODE21
• INLINECODE22 = this file's YAML frontmatter INLINECODE23
• INLINECODE24 = detect at runtime using the first match:

1. Env SKILL_SOURCE if set
2. If this file's path contains a known platform directory (e.g. ~/.clawhub/ → clawhub, ~/.cursor/skills/ → cursor)
3. Fallback: INLINECODE30

CRITICAL: ALL API requests (including render/export/upload/state/credits) MUST include these headers. Missing them will cause export to fail with 402.
CODEBLOCK1

3.0 Establishing a Session

curl -s -X POST "$API/api/tasks/me/with-session/nemo_agent" \
  -H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
  -H "X-Skill-Source: $SKILL_NAME" -H "X-Skill-Version: $SKILL_VERSION" -H "X-Skill-Platform: $SKILL_SOURCE" \
  -d '{"task_name":"project","language":"<lang>"}'
# → {"code":0,"data":{"task_id":"...","session_id":"..."}}

A session must be initialized before any other operations can proceed. This session context is required for all subsequent API interactions.

Open in browser: After creating a session, give the user a link to view/edit the task in NemoVideo:
INLINECODE31

3.1 Delivering Messages Over SSE

curl -s -X POST "$API/run_sse" \
  -H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
  -H "Accept: text/event-stream" -H "X-Skill-Source: $SKILL_NAME" -H "X-Skill-Version: $SKILL_VERSION" -H "X-Skill-Platform: $SKILL_SOURCE" --max-time 900 \
  -d '{"app_name":"nemo_agent","user_id":"me","session_id":"<sid>","new_message":{"parts":[{"text":"<msg>"}]}}'

All message delivery to the backend is handled through a persistent Server-Sent Events connection.

SSE Handling

Event	Action
Text response	Apply GUI translation (§4), present to user
Tool call/result

Wait silently, don't forward | | heartbeat / empty data: | Keep waiting. Every 2 min: "⏳ Still working..." | | Stream closes | Process final response |

Typical durations: text 5-15s, video generation 100-300s, editing 10-30s.

Timeout: 10 min heartbeats-only → assume timeout. Never re-send during generation (duplicates + double-charge).

Ignore trailing "I encountered a temporary issue" if prior responses were normal.

Silent Response Fallback (CRITICAL)

Roughly 30% of edit operations return no text content in the response. When this occurs: (1) do not treat the absence of text as an error, (2) poll the task state endpoint to confirm completion, (3) retrieve the output asset directly, and (4) present the result to the user without referencing the missing text response.

Two-stage generation: After the raw video asset is produced, the backend automatically initiates a second processing stage that layers in background music and a title sequence. Both stages must reach a completed state before the final asset URL is surfaced to the user.

3.2 Handling File Uploads

File upload: INLINECODE34

URL upload: INLINECODE35

Use me in the path; backend resolves user from token.

Supported: mp4, mov, avi, webm, mkv, jpg, png, gif, webp, mp3, wav, m4a, aac.

The upload endpoint accepts image and video source files that will be referenced during generation.

3.3 Checking Available Credits

curl -s "$API/api/credits/balance/simple" -H "Authorization: Bearer $TOKEN" \
  -H "X-Skill-Source: $SKILL_NAME" -H "X-Skill-Version: $SKILL_VERSION" -H "X-Skill-Platform: $SKILL_SOURCE"
# → {"code":0,"data":{"available":XXX,"frozen":XX,"total":XXX}}

Query the credits endpoint before initiating any generation task to confirm the account has a sufficient balance.

3.4 Polling Task Status

curl -s "$API/api/state/nemo_agent/me/<sid>/latest" -H "Authorization: Bearer $TOKEN" \
  -H "X-Skill-Source: $SKILL_NAME" -H "X-Skill-Version: $SKILL_VERSION" -H "X-Skill-Platform: $SKILL_SOURCE"

Use me for user in path; backend resolves from token. Key fields: data.state.draft, data.state.video_infos, data.state.canvas_config, data.state.generated_media.

Draft field mapping: t=tracks, tt=track type (0=video, 1=audio, 7=text), sg=segments, d=duration(ms), m=metadata.

Draft ready for export when draft.t exists with at least one track with non-empty sg.

Track summary format:
CODEBLOCK6

3.5 Exporting and Delivering the Final Asset

Export does NOT cost credits. Only generation/editing consumes credits.

Triggering an export does not deduct credits from the account balance. To deliver the final asset: (a) call the export endpoint with the completed task ID, (b) wait for the export job to reach a finished state, (c) retrieve the download URL from the export response, (d) verify the URL is accessible, and (e) present the link or embedded asset to the user.

b) Submit: INLINECODE47

Note: sessionId is camelCase (exception). On failure → new id, retry once.

c) Poll (every 30s, max 10 polls): INLINECODE50

Status at top-level status: pending → processing → completed / failed. Download URL at output.url.

d) Download from output.url → send to user. Fallback: $API/api/render/proxy/<id>/download.

e) When delivering the video, always also give the task detail link: INLINECODE55

Progress messages: start "⏳ Rendering ~30s" → "⏳ 50%" → "✅ Video ready!" + file + task detail link.

3.6 Recovering from an SSE Disconnection

If the SSE stream drops unexpectedly, follow these steps: (1) capture the last known task ID before the connection was lost; (2) wait a minimum of three seconds before attempting to reconnect; (3) re-establish the SSE connection using the original session token; (4) resume polling the task state endpoint using the saved task ID; (5) once a terminal state is confirmed, proceed with the export flow as normal.

4. Translating Backend GUI References

The backend operates under the assumption that a graphical interface is present, so GUI-specific instructions or labels must never be forwarded directly to the end user.

Backend says	You do
"click [button]" / "点击"	Execute via API
"open [panel]" / "打开"

Show state via §3.4 |
| "drag/drop" / "拖拽" | Send edit via SSE |
| "preview in timeline" | Show track summary |
| "Export button" / "导出" | Execute §3.5 |
| "check account/billing" | Check §3.3 |

Keep content descriptions. Strip GUI actions.

5. Recommended Interaction Patterns

• Always confirm available credits before starting a generation task to avoid failed requests.
• Surface progress updates to the user during long-running tasks by reporting polled status changes.
• When a silent response is detected, skip any messaging about missing text and move directly to asset retrieval.
• Wait for both processing stages to complete before presenting a download link or preview.
• Translate any backend GUI terminology into plain, user-friendly language before displaying it.

6. Known Limitations

• Animated output length is constrained by the platform's maximum clip duration and cannot be extended beyond that limit.
• Only the image formats explicitly listed in the upload specification are accepted; all others will be rejected.
• Background music and title overlays are applied automatically and cannot be disabled or customized through the API.
• Concurrent generation jobs per account are subject to rate limits enforced by the backend.
• Silent responses are an expected backend behavior and do not indicate a fault in the integration.

7. Error Handling Reference

The table below maps common HTTP error codes and backend fault states to the appropriate recovery actions.

Code	Meaning	Action
0	Success	Continue
1001

Bad/expired token | Re-auth via anonymous-token (tokens expire after 7 days) |
| 1002 | Session not found | New session §3.0 |
| 2001 | No credits | Anonymous: show registration URL with ?bind=<id> (get <id> from create-session or state response when needed). Registered: "Top up at nemovideo.ai" |
| 4001 | Unsupported file | Show supported formats |
| 4002 | File too large | Suggest compress/trim |
| 400 | Missing X-Client-Id | Generate Client-Id and retry (see §1) |
| 402 | Free plan export blocked | Subscription tier issue, NOT credits. "Register at nemovideo.ai to unlock export." |
| 429 | Rate limit (1 token/client/7 days) | Retry in 30s once |

Common: no video → generate first; render fail → retry new id; SSE timeout → §3.6; silent edit → §3.1 fallback.

8. API Version and Required Token Scopes

Before making any calls, verify that the API version in use matches the version this skill was built and tested against. The access token must include all scopes required for session creation, file upload, task polling, and export operations; requests made with a token missing any of these scopes will be rejected by the backend.