If the take is partially good rather than failed, route to [ref:retake-protocol] triage first — most takes deserve a verdict, not a rewrite. Diagnose failure before rewriting. Do not simply add more adjectives. Identify whether the failure came from mode mismatch, overload, ambiguity, fragile identity, unsafe wording, unsupported provider behavior, or missing preservation constraints. This diagnostic tree is provider-agnostic; the failure classes below show up across Veo, Kling, Higgsfield, and Seedance, though the exact repair tool differs (e.g. Kling's media_kling_video_extend vs Seedance's…
media-forge:mf-troubleshoot is a community-contributed Claude Code skill in the operations sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/mf-troubleshoot/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when a media-forge video output is blurry, jittery, off-prompt, morphing, blocked, visually generic, unstable, desynced, inconsistent, or otherwise fails and needs root-cause diagnosis, on any provider (Veo, Kling, Higgsfield, Seedance).
The media-forge:mf-troubleshoot Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 184,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
mkdir -p ~/.claude/skills/mf-troubleshoot curl -L https://claudskills.com/skills/mf-troubleshoot/SKILL.md \ -o ~/.claude/skills/mf-troubleshoot/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/mf-troubleshoot/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/mf-troubleshoot/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\mf-troubleshoot\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
SKILL.md from the source repository to ~/.claude/skills/mf-troubleshoot/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. media-forge:mf-troubleshoot is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{mf-troubleshoot-2026,
author = {produtoramaxvision},
title = {media-forge:mf-troubleshoot [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/mf-troubleshoot/}
}Grade A · scanned 2026-08-13 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:
Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore
SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.