{"id":"9c2e70ad-ac5f-477a-b900-1eabdead58aa","entityType":"agent","slug":"clawhub-higgsfield-higgsfield-soul-id","name":"Higgsfield Soul ID","canonicalUrl":"https://www.xpersona.co/agent/clawhub-higgsfield-higgsfield-soul-id","canonicalPath":"/agent/clawhub-higgsfield-higgsfield-soul-id","generatedAt":"2026-10-11T21:01:19.882Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T16:22:01.895Z","emptyReason":null},"description":"Train a Soul Character — a personalized model on a person's face that Higgsfield uses for identity-faithful image and video generation. Use when: \"create my... Skill: Higgsfield Soul ID Owner: higgsfield Summary: Train a Soul Character — a personalized model on a person's face that Higgsfield uses for identity-faithful image and video generation. Use when: \"create my... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-05-04T16:21:46.039Z | user Initial release enabling personalized Soul Character training for identity-faithful image and video generation. - Allows users to","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1K downloads reported by the source. Last updated 10/11/2026.","installCommand":"clawhub skill install s17f8fwnpnszqskag8vjqhx1ts862976:higgsfield-soul-id","sourceUrl":"https://clawhub.ai/higgsfield/higgsfield-soul-id","homepage":"https://clawhub.ai/higgsfield/skills/higgsfield-soul-id","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/higgsfield/higgsfield-soul-id","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/higgsfield/skills/higgsfield-soul-id","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":60,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Train a Soul Character — a personalized model on a person's face that Higgsfield uses for identity-faithful image and video generation. Use when: \"create my... "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T16:22:01.895Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T16:22:01.895Z","emptyReason":null},"stars":null,"forks":null,"downloads":1029,"likes":null,"task":null,"library":null,"packageName":null,"latestVersion":"1.0.0","tractionLabel":"1K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T16:22:01.819Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T16:22:01.895Z","lastCrawledAt":"2026-10-11T16:22:01.819Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T16:22:01.819Z","lastVerifiedAt":null,"highlights":[{"version":"1.0.0","createdAt":"2026-05-04T16:21:46.039Z","changelog":"Initial release enabling personalized Soul Character training for identity-faithful image and video generation. - Allows users to train a reusable Soul model from a set of face photos. - Supports selection of image or cinematic model variant based on downstream use. - Streamlined onboarding: prompts for name, checks account status, and manages photo uploads. - Enforces clear, minimal chat prompts and silent progress polling. - Guides users on using trained Souls with other Higgsfield tools. - Handles common errors such as missing plan, photo issues, or authentication problems.","fileCount":5,"zipByteSize":4213}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s17f8fwnpnszqskag8vjqhx1ts862976:higgsfield-soul-id","setupComplexity":"low","setupSteps":["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":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-higgsfield-higgsfield-soul-id/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-higgsfield-higgsfield-soul-id/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-higgsfield-higgsfield-soul-id/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-higgsfield-higgsfield-soul-id/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-higgsfield-higgsfield-soul-id/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-higgsfield-higgsfield-soul-id/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-11T21:01:19.882Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-higgsfield-higgsfield-soul-id/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-higgsfield-higgsfield-soul-id/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-higgsfield-higgsfield-soul-id/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-higgsfield-higgsfield-soul-id/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-11T16:22:01.895Z","emptyReason":null},"readme":"Skill: Higgsfield Soul ID\n\nOwner: higgsfield\n\nSummary: Train a Soul Character — a personalized model on a person's face that Higgsfield uses for identity-faithful image and video generation. Use when: \"create my...\n\nTags: latest:1.0.0\n\nVersion history:\n\nv1.0.0 | 2026-05-04T16:21:46.039Z | user\n\nInitial release enabling personalized Soul Character training for identity-faithful image and video generation.\n\n- Allows users to train a reusable Soul model from a set of face photos.\n- Supports selection of image or cinematic model variant based on downstream use.\n- Streamlined onboarding: prompts for name, checks account status, and manages photo uploads.\n- Enforces clear, minimal chat prompts and silent progress polling.\n- Guides users on using trained Souls with other Higgsfield tools.\n- Handles common errors such as missing plan, photo issues, or authentication problems.\n\nArchive index:\n\nArchive v1.0.0: 5 files, 4213 bytes\n\nFiles: references/photo-guide.md (720b), references/troubleshooting.md (538b), skill-card.md (2111b), SKILL.md (3355b), _meta.json (137b)\n\nFile v1.0.0:SKILL.md\n\n---\nversion: 0.3.0\nname: higgsfield-soul-id\ndescription: |\n  Train a Soul Character — a personalized model on a person's face that\n  Higgsfield uses for identity-faithful image and video generation.\n  Use when: \"create my Soul\", \"train my face\", \"make my digital twin\",\n  \"build me an avatar\", \"learn my appearance\", \"create a character of me\",\n  \"set up identity for video\", \"I want my face in generated images\".\n  Chain: train Soul (one-time, returns reference_id) → use in\n  higgsfield-generate via `--soul-id <id>` with models like\n  `text2image_soul_v2` or `soul_cinema_studio`.\n  NOT for: one-shot face swaps (use higgsfield-generate with --image),\n  named-character / non-photo avatars (use higgsfield-generate with prompt).\nargument-hint: \"[name] [photo paths...]\"\nallowed-tools: Bash\n---\n\n# Higgsfield Soul Character\n\nTrain a face-faithful identity model. Reusable across all Soul-powered generations.\n\n## Step 0 — Bootstrap\n\nBefore any other command:\n\n1. If `higgsfield` is not on `$PATH`, install it:\n   ```bash\n   curl -fsSL https://raw.githubusercontent.com/higgsfield-ai/cli/main/install.sh | sh\n   ```\n2. If `higgsfield account status` fails with `Session expired` / `Not authenticated`, ask the user to run `higgsfield auth login` (interactive) and wait for confirmation.\n3. Soul training requires a paid plan (Basic+). If `higgsfield account status` shows free plan, tell the user before submitting.\n\n## UX Rules\n\n1. Be concise. No raw IDs in chat. Just say \"Soul ready\" with a name reference.\n2. Detect language and respond in it. CLI flags stay English.\n3. Ask for the smallest set of inputs: name + photos. Pick a sensible model variant.\n4. Polling is silent — training takes minutes. Don't repeat status updates.\n\n## Workflow\n\n1. **Get name.** One word, used for later reference. Ask if missing.\n2. **Get photos.** 5–20 face photos, varied angles and lighting. Local paths or already-uploaded IDs both work — `--image` accepts either.\n3. **Pick variant.**\n   - `--soul-2` — for image generation (default)\n   - `--soul-cinematic` — for cinematic / video work\n   Choose based on user's stated downstream use. Default to `--soul-2`.\n4. **Submit.**\n   ```bash\n   higgsfield soul-id create --name \"<name>\" --soul-2 --image ./photo1.png --image ./photo2.png ...\n   higgsfield soul-id create --name \"<name>\" --soul-2 --image <upload_id> --image <upload_id> ...\n   ```\n   CLI auto-uploads paths. Captures returned reference id.\n5. **Wait.** `higgsfield soul-id wait <id>`. Silent. Default timeout 30m.\n6. **Deliver.** \"Soul `<name>` ready. Use in generate with `--soul-id <id>`.\"\n\n## Use the Soul\n\nOnce trained, pass to `higgsfield-generate`:\n\n```bash\nhiggsfield generate create text2image_soul_v2 --prompt \"...\" --soul-id <ref_id> --wait\nhiggsfield generate create soul_cinema_studio --prompt \"...\" --soul-id <ref_id> --wait\n```\n\n## Listing existing Souls\n\n```bash\nhiggsfield soul-id list                   # all references\nhiggsfield soul-id get <id>               # one by id\n```\n\n## Errors\n\n- `Minimum Basic plan required` — user is on free plan; tell them.\n- `Training failed` — check photos quality (5+ unique faces, well-lit).\n- `Session expired` → `higgsfield auth login`.\n\n## Reference docs\n\n- `references/photo-guide.md` — what photos work best\n- `references/troubleshooting.md` — common training failures\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn75nbcv2e6k6p0qdc2tkn0dvn862nys\",\n  \"slug\": \"higgsfield-soul-id\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1777911706039\n}\n\nFile v1.0.0:references/photo-guide.md\n\n# Photo Guide\n\nWhat to upload for Soul training.\n\n## Quantity\n\n- Minimum 5, maximum 20.\n- 8–12 is the sweet spot.\n\n## Content\n\n- Clear face, eyes visible.\n- Single person per photo.\n- No heavy filters, no sunglasses.\n\n## Variety\n\nHigher variety = better identity capture.\n\n- Multiple angles: front, 3/4 left, 3/4 right, slight up/down.\n- Different lighting: indoor, outdoor, soft, harsh.\n- Different expressions: neutral, smiling, talking.\n- Different distances: head shot, head-and-shoulders, full body.\n\n## Quality\n\n- Sharp, in-focus.\n- Resolution ≥ 1024×1024 ideal.\n- JPEG or PNG.\n\n## Avoid\n\n- Group photos.\n- Heavy makeup not normally worn.\n- Costumes / cosplay.\n- Hats covering the face.\n- Same pose repeated.\n\nFile v1.0.0:references/troubleshooting.md\n\n# Soul Troubleshooting\n\n## `Minimum Basic plan required`\n\nSoul training needs a paid plan. Tell the user to upgrade.\n\n## `Training failed`\n\nCommon causes:\n\n- Too few photos (<5) or too uniform.\n- Heavy occlusion (sunglasses, hats).\n- Group photos confusing identity.\n- Upload type mismatch (must be image uploads, not video).\n\nAction: ask user to swap in better photos, retrain.\n\n## `Session expired`\n\n`higgsfield auth login`.\n\n## Slow training\n\nDefault timeout is 30m. If still in progress: `higgsfield soul-id wait <id> --timeout 60m`.\n\nFile v1.0.0:skill-card.md\n\n## Description:\n\nTrains a reusable Higgsfield Soul Character from face photos for identity-faithful image and video generation.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[higgsfield](https://clawhub.ai/user/higgsfield)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users and creators use this skill to prepare face-photo inputs, train a personalized Higgsfield Soul model, and use the returned Soul ID in later Higgsfield image or cinematic generation workflows.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill asks the agent to install the Higgsfield CLI through a remote installer command.\n\nMitigation: Review the installer source before execution and prefer a pinned, verified release or official package path.\n\nRisk: The workflow uploads face photos to create a reusable identity model.\n\nMitigation: Use only photos the user has the right to upload and confirm explicit comfort with sending those photos to Higgsfield before training.\n\nRisk: Training may proceed without enough privacy, consent, or account-plan clarity.\n\nMitigation: Confirm the authenticated account, paid-plan requirement, and intended downstream use before submitting a training job.\n\n## Reference(s):\n\n- [Photo Guide](references/photo-guide.md)\n- [Soul Troubleshooting](references/troubleshooting.md)\n- [ClawHub Skill Page](https://clawhub.ai/higgsfield/skills/higgsfield-soul-id)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Shell commands, Guidance]\n\n**Output Format:** [Markdown with inline bash code blocks]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include Higgsfield CLI commands, account or plan checks, photo quality guidance, and a reusable Soul ID after training completes.]\n\n## Skill Version(s):\n\n1.0.0 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers 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.","readmeExcerpt":"Skill: Higgsfield Soul ID Owner: higgsfield Summary: Train a Soul Character — a personalized model on a person's face that Higgsfield uses for identity-faithful image and video generation. Use when: \"create my... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-05-04T16:21:46.039Z | user Initial release enabling personalized Soul Character training for identity-faithful image and video generation. - Allows users to ","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"curl -fsSL https://raw.githubusercontent.com/higgsfield-ai/cli/main/install.sh | sh"},{"language":"bash","snippet":"curl -fsSL https://raw.githubusercontent.com/higgsfield-ai/cli/main/install.sh | sh"},{"language":"bash","snippet":"higgsfield soul-id create --name \"<name>\" --soul-2 --image ./photo1.png --image ./photo2.png ...\n   higgsfield soul-id create --name \"<name>\" --soul-2 --image <upload_id> --image <upload_id> ..."},{"language":"bash","snippet":"higgsfield generate create text2image_soul_v2 --prompt \"...\" --soul-id <ref_id> --wait\nhiggsfield generate create soul_cinema_studio --prompt \"...\" --soul-id <ref_id> --wait"},{"language":"bash","snippet":"higgsfield soul-id list                   # all references\nhiggsfield soul-id get <id>               # one by id"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nversion: 0.3.0\nname: higgsfield-soul-id\ndescription: |\n  Train a Soul Character — a personalized model on a person's face that\n  Higgsfield uses for identity-faithful image and video generation.\n  Use when: \"create my Soul\", \"train my face\", \"make my digital twin\",\n  \"build me an avatar\", \"learn my appearance\", \"create a character of me\",\n  \"set up identity for video\", \"I want my face in generated images\".\n  Chain: train Soul (one-time, returns reference_id) → use in\n  higgsfield-generate via `--soul-id <id>` with models like\n  `text2image_soul_v2` or `soul_cinema_studio`.\n  NOT for: one-shot face swaps (use higgsfield-generate with --image),\n  named-character / non-photo avatars (use higgsfield-generate with prompt).\nargument-hint: \"[name] [photo paths...]\"\nallowed-tools: Bash\n---\n\n# Higgsfield Soul Character\n\nTrain a face-faithful identity model. Reusable across all Soul-powered generations.\n\n## Step 0 — Bootstrap\n\nBefore any other command:\n\n1. If `higgsfield` is not on `$PATH`, install it:\n   ```bash\n   curl -fsSL https://raw.githubusercontent.com/higgsfield-ai/cli/main/install.sh | sh\n   ```\n2. If `higgsfield account status` fails with `Session expired` / `Not authenticated`, ask the user to run `higgsfield auth login` (interactive) and wait for confirmation.\n3. Soul training requires a paid plan (Basic+). If `higgsfield account status` shows free plan, tell the user before submitting.\n\n## UX Rules\n\n1. Be concise. No raw IDs in chat. Just say \"Soul ready\" with a name reference.\n2. Detect language and respond in it. CLI flags stay English.\n3. Ask for the smallest set of inputs: name + photos. Pick a sensible model variant.\n4. Polling is silent — training takes minutes. Don't repeat status updates.\n\n## Workflow\n\n1. **Get name.** One word, used for later reference. Ask if missing.\n2. **Get photos.** 5–20 face photos, varied angles and lighting. Local paths or already-uploaded IDs both work — `--image` accepts either.\n3. **Pick variant.**\n   - `--soul-2` — for image generation (default)\n   - `--soul-cinematic` — for cinematic / video work\n   Choose based on user's stated downstream use. Default to `--soul-2`.\n4. **Submit.**\n   ```bash\n   higgsfield soul-id create --name \"<name>\" --soul-2 --image ./photo1.png --image ./photo2.png ...\n   higgsfield soul-id create --name \"<name>\" --soul-2 --image <upload_id> --image <upload_id> ...\n   ```\n   CLI auto-uploads paths. Captures returned reference id.\n5. **Wait.** `higgsfield soul-id wait <id>`. Silent. Default timeout 30m.\n6. **Deliver.** \"Soul `<name>` ready. Use in generate with `--soul-id <id>`.\"\n\n## Use the Soul\n\nOnce trained, pass to `higgsfield-generate`:\n\n```bash\nhiggsfield generate create text2image_soul_v2 --prompt \"...\" --soul-id <ref_id> --wait\nhiggsfield generate create soul_cinema_studio --prompt \"...\" --soul-id <ref_id> --wait\n```\n\n## Listing existing Souls\n\n```bash\nhiggsfield soul-id list                   # all references\nhiggsfield soul-id get <id>               # one by id\n```\n\n## "},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn75nbcv2e6k6p0qdc2tkn0dvn862nys\",\n  \"slug\": \"higgsfield-soul-id\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1777911706039\n}"},{"path":"references/photo-guide.md","content":"# Photo Guide\n\nWhat to upload for Soul training.\n\n## Quantity\n\n- Minimum 5, maximum 20.\n- 8–12 is the sweet spot.\n\n## Content\n\n- Clear face, eyes visible.\n- Single person per photo.\n- No heavy filters, no sunglasses.\n\n## Variety\n\nHigher variety = better identity capture.\n\n- Multiple angles: front, 3/4 left, 3/4 right, slight up/down.\n- Different lighting: indoor, outdoor, soft, harsh.\n- Different expressions: neutral, smiling, talking.\n- Different distances: head shot, head-and-shoulders, full body.\n\n## Quality\n\n- Sharp, in-focus.\n- Resolution ≥ 1024×1024 ideal.\n- JPEG or PNG.\n\n## Avoid\n\n- Group photos.\n- Heavy makeup not normally worn.\n- Costumes / cosplay.\n- Hats covering the face.\n- Same pose repeated."},{"path":"references/troubleshooting.md","content":"# Soul Troubleshooting\n\n## `Minimum Basic plan required`\n\nSoul training needs a paid plan. Tell the user to upgrade.\n\n## `Training failed`\n\nCommon causes:\n\n- Too few photos (<5) or too uniform.\n- Heavy occlusion (sunglasses, hats).\n- Group photos confusing identity.\n- Upload type mismatch (must be image uploads, not video).\n\nAction: ask user to swap in better photos, retrain.\n\n## `Session expired`\n\n`higgsfield auth login`.\n\n## Slow training\n\nDefault timeout is 30m. If still in progress: `higgsfield soul-id wait <id> --timeout 60m`."},{"path":"skill-card.md","content":"## Description:\n\nTrains a reusable Higgsfield Soul Character from face photos for identity-faithful image and video generation.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[higgsfield](https://clawhub.ai/user/higgsfield)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users and creators use this skill to prepare face-photo inputs, train a personalized Higgsfield Soul model, and use the returned Soul ID in later Higgsfield image or cinematic generation workflows.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill asks the agent to install the Higgsfield CLI through a remote installer command.\n\nMitigation: Review the installer source before execution and prefer a pinned, verified release or official package path.\n\nRisk: The workflow uploads face photos to create a reusable identity model.\n\nMitigation: Use only photos the user has the right to upload and confirm explicit comfort with sending those photos to Higgsfield before training.\n\nRisk: Training may proceed without enough privacy, consent, or account-plan clarity.\n\nMitigation: Confirm the authenticated account, paid-plan requirement, and intended downstream use before submitting a training job.\n\n## Reference(s):\n\n- [Photo Guide](references/photo-guide.md)\n- [Soul Troubleshooting](references/troubleshooting.md)\n- [ClawHub Skill Page](https://clawhub.ai/higgsfield/skills/higgsfield-soul-id)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Shell commands, Guidance]\n\n**Output Format:** [Markdown with inline bash code blocks]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May include Higgsfield CLI commands, account or plan checks, photo quality guidance, and a reusable Soul ID after training completes.]\n\n## Skill Version(s):\n\n1.0.0 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers 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."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Train a Soul Character — a personalized model on a person's face that Higgsfield uses for identity-faithful image and video generation. Use when: \"create my... Skill: Higgsfield Soul ID Owner: higgsfield Summary: Train a Soul Character — a personalized model on a person's face that Higgsfield uses for identity-faithful image and video generation. Use when: \"create my... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-05-04T16:21:46.039Z | user Initial release enabling personalized Soul Character training for identity-faithful image and video generation. - Allows users to","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":1238,"uniquenessScore":51,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T16:22:01.895Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T16:22:01.895Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-11T21:01:19.882Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}