SKILLEMALL.ai

BF pr-to-video

Turn a GitHub pull request (a PR URL, owner/repo#N, or 'this PR' in a checked-out repo) into a code-change explainer video — changelog, feature reveal, fix, or refactor walkthrough built from the diff, commits, and files: the input is a code change, not a website. Not a product promo (/product-launch-video) or a no-PR topic explainer (/faceless-explainer). Unclear → /hyperframes.

ClawHub Agent Skills author: HeyGen v1.0.34 MIT-0 31 files body ≈ 8 071 tokens Open the sourceclawhub.ai analyzed 2 d ago

Turn a GitHub pull request (a PR URL, owner/repoN, or 'this PR' in a checked-out repo) into a code-change explainer video — changelog, feature reveal, fix, or…

As a process F 38/100 · Will not run — References files that are not bundled: ../hyperframes-core/references/brief-contract.md, ../hyperframes-creative/references/story-spine.md, ../hyperframes-animation/blueprints-index.md

ReferenceGitHubSoftware developmentMedia and videotype and topics are labelled automatically from the skill text
JSON
Technical rating
B
79/100
safety, quality, tests
Safety 60%
100
Quality 40%
48
Run on models
none yet
Process rating
F
38/100
Will not run
References files that are not bundled: ../hyperframes-core/references/brief-contract.md, ../hyperframes-creative/references/story-spine.md, ../hyperframes-animation/blueprints-index.md
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. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  3. 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 description-no-when description does not say WHEN to use the skill (no "use when")
  • warning body-long SKILL.md body ≈ 8071 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: ../hyperframes-core/references/brief-contract.md
  • warning missing-ref reference to a missing file: ../hyperframes-creative/references/story-spine.md
  • warning missing-ref reference to a missing file: ../hyperframes-animation/blueprints-index.md
  • warning missing-ref reference to a missing file: ../hyperframes-core/references/storyboard-format.md
  • warning missing-ref reference to a missing file: ../hyperframes-core/references/script-format.md
  • warning missing-ref reference to a missing file: ../media-use/audio/references/tts.md
  • warning missing-ref reference to a missing file: ../hyperframes-animation/rules-index.md
  • warning missing-ref reference to a missing file: ../hyperframes-animation/rules/
  • warning missing-ref reference to a missing file: ../hyperframes-core/references/frame-worker-core.md
  • warning missing-ref reference to a missing file: ../hyperframes-core/references/subagent-dispatch.md
  • warning missing-ref reference to a missing file: ../hyperframes-creative/frame-presets/code-editorial/FRAME.md
  • warning missing-ref reference to a missing file: assets/<login>.png
  • warning missing-ref reference to a missing file: references/intent-interview.md
  • warning missing-ref reference to a missing file: references/setup-providers.md

Process rating: all ten parameters 38/100

Will not run. References files that are not bundled: ../hyperframes-core/references/brief-contract.md, ../hyperframes-creative/references/story-spine.md, ../hyperframes-animation/blueprints-index.md
  • 0Tools and files. 14 referenced file(s) missing: ../hyperframes-core/references/brief-contract.md, ../hyperframes-creative/references/story-spine.md, ../hyperframes-animation/blueprints-index.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 40Execution cost. Instruction body is 8071 tokens: crowds the task out of the window
  • 50Steps. 2 steps
  • 50When it triggers. No condition that starts the skill
  • 100Failures and branches. 1 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Running it twice. Mutating operations check current state
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low The response is described with custom markup (25 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

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • -34 of 14 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 382: enough signal without eating the budget
  • +4Structure: 10 headings
  • +4Has examples (4 code blocks)
  • +4Reference files are cited in the instructions (5 of 5)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 48.

External checks

ClawHub: suspicious
The skill’s PR-to-video workflow is coherent, but it relies on mutable external code and can update global HyperFrames skills during execution.
LLM: suspicious (high) · 11 Sept 2026