Source Provenance Guard
SkillProductivityChecks your agent's video plans use the current task version and source files before reusing past analysis or outputs.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Source Provenance Guard skill
About this skill
Verifies that a ClipTalk Agent plan uses the current task, source revision, selected scope, and task-local artifacts before reusing analysis, covers, subtitles, timelines, or outputs.
What this skill tells your AI
The instructions your AI receives, as published by gml-mmgroup/cliptalk in skills/cliptalk-source-provenance-guard/SKILL.md and read by ahel’s review.
Prevent cross-task state leakage before an edit or delivery step.
- Inspect the active workspace and validate the bound job, source asset, source scope, active plan, edit session, cover, subtitle draft, and output references.
- Treat a same-source upload as a new task unless the user explicitly asks to continue the previous task.
- Never reuse a previous task's time range, cover, subtitle draft, candidate selection, timeline, render, or progress state as the current task's result.
- Return a clear prerequisite or mismatch diagnosis instead of repairing by silently switching jobs.
- This Skill does not render or export media.
Signals
- GitHub stars
- 128
- Forks
- 9
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
cliptalk-source-provenance-guard- Source
- github.com/gml-mmgroup/cliptalk