SKILLEMALL.ai

BF talking-head-recut

Package an existing talking-head / interview / podcast video with timed, designed GRAPHIC OVERLAY cards — kinetic titles, lower-thirds, data callouts, quotes, side panels, picture-in-picture — synced to the transcript, on a 16:9 / 9:16 / 4:5 canvas of your choice; the clip plays untouched underneath. Trigger on "graphic overlays", "on-screen graphics", "package / dress up my video". Not plain subtitles (/embedded-captions). Unclear → /hyperframes.

ClawHub Agent Skills author: HeyGen v1.0.10 MIT-0 23 files body ≈ 16 217 tokens Open the sourceclawhub.ai analyzed 3 d ago

Package an existing talking-head / interview / podcast video with timed, designed GRAPHIC OVERLAY cards — kinetic titles, lower-thirds, data callouts, quotes…

As a process F 47/100 · Will not run — References files that are not bundled: references/frames/, references/layouts/*.html, references/<dim>/<key>.html

ProcedureMedia and videotype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
71
Run on models
none yet
Process rating
F
47/100
Will not run
References files that are not bundled: references/frames/, references/layouts/*.html, references/<dim>/<key>.html
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 16217 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: references/frames/
  • warning missing-ref reference to a missing file: references/layouts/*.html
  • warning missing-ref reference to a missing file: references/<dim>/<key>.html
  • warning missing-ref reference to a missing file: references/styles/<key>.html
  • warning missing-ref reference to a missing file: references/layouts/<key>.html
  • warning missing-ref reference to a missing file: references/frames/<key>.html
  • warning missing-ref reference to a missing file: references/layouts/
  • warning missing-ref reference to a missing file: references/styles/*.html

Process rating: all ten parameters 47/100

Will not run. References files that are not bundled: references/frames/, references/layouts/*.html, references/<dim>/<key>.html
  • 0Tools and files. 8 referenced file(s) missing: references/frames/, references/layouts/*.html, references/<dim>/<key>.html
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 10Execution cost. Instruction body is 16217 tokens: crowds the task out of the window
  • 30Running it twice. 6 mutating operations with no state check
  • 85Steps. 86 steps, 3 vague phrases
  • 100When it triggers. States when to use and when not to
  • 100Failures and branches. 4 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Progress reporting. Reports progress
  • low The response is described with custom markup (22 tags): a typed call is more reliable

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 3 example trigger phrases
  • +3Description length 451: enough signal without eating the budget
  • +4Structure: 26 headings
  • +3Step-by-step instructions: 86 items
  • +4Has examples (20 code blocks)
  • +4Reference files are cited in the instructions (1 of 1)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 71.

External checks

ClawHub: suspicious
The skill is mostly a coherent local video-overlay workflow, but it asks users to run a mutable self-update and unpinned npm CLI before use.
LLM: suspicious (high) · VirusTotal: · 10 Sept 2026