Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/dsm5e/aso-trackernpx agentmods add skills/dsm5e/aso-tracker/higgsfield-troubleshootWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/dsm5e/aso-tracker/higgsfield-troubleshoot)<a href="https://agentmods.dev/skills/dsm5e/aso-tracker/higgsfield-troubleshoot"><img src="https://agentmods.dev/badge/skills/dsm5e/aso-tracker/higgsfield-troubleshoot/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/dsm5e/aso-tracker/higgsfield-troubleshoot"><img src="https://agentmods.dev/badge/skills/dsm5e/aso-tracker/higgsfield-troubleshoot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00039 | $0.02645 |
| Opus 5 | $0.00019 | $0.01323 |
| Sonnet 5 | $0.00008 | $0.00529 |
| Haiku 4.5 | $0.00004 | $0.00265 |
Grade A, and why
higgsfield-troubleshoot scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 221 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Higgsfield Troubleshooting Guide
Common Problems & Fixes
Problem: Character face is inconsistent or morphing
Cause: No Soul ID reference; prompt has conflicting appearance descriptions Fix:
- Create a Soul ID reference and use it in subsequent generations
- Remove any appearance descriptions that contradict each other
- For image-to-video: don't re-describe the face — let the input image carry it
- Use Kling 3.0 for best character consistency (or Kling 2.6 if no audio needed)
Problem: Camera movement isn't working / is generic
Cause: Camera described vaguely, not using exact preset names Fix:
- Replace generic descriptions with exact preset names: "Dolly In", "FPV Drone", "360 Orbit"
- Put the camera instruction on its own line or clearly labeled: "Camera: [name]"
- Don't describe what the camera is doing in prose — name the control directly
Problem: Prompt is ignored / output doesn't match
Cause: Prompt too long, conflicting instructions, over-specified Fix:
- Cut prompt to under 200 words — trim the least essential details
- Remove any contradictory elements (don't say both "moving fast" and "frozen in place")
- Lead with the most important element: Subject → Action → Camera → Style
- Split complex scenes into multiple separate generations
Problem: Visual style looks wrong / generic
Cause: No style specified, or style description too vague Fix:
- Add one of the named styles: Cinematic / VHS / Super 8MM / Anamorphic / Abstract
- Add a specific color grade description: "cold teal and orange", "warm golden amber"
- Specify aspect ratio: 16:9 / 9:16 / 2.35:1
- Add lighting: "golden hour", "neon", "practical only", "overcast"
Problem: Motion preset effect isn't visible
Cause: Preset not explicitly named, or scene context doesn't support the effect Fix:
- Name the preset exactly as it appears in the library: "Apply Explosion preset"
- Place the preset instruction at the end of the prompt, clearly labeled
- Make sure the scene context supports the preset — e.g., Animalization needs a subject who can logically transform
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 221 lines · 39 tokens per session scan A eed0d330413c
higgsfield-troubleshoot is a skill published in the GitHub repository dsm5e/aso-tracker (137 stars, last pushed 25d ago), licensed MIT. It adds 39 tokens to every session and 2,645 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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