Content
85%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
An exceptionally actionable, well-structured body: executable code, exact model IDs, verbatim prompt templates, parameter guidance, a numbered iteration strategy with a verification checklist and error-recovery fallbacks. Its main structural weakness is that it is a ~280-line monolith — the prompt methodology, provider matrix, and sources would serve better as one-level-deep reference files.
Suggestions
Move the full 'Prompt structure — The Higgsfield Methodology' section (opener templates, combat vocabulary, format priority table) into a references/ file (e.g. references/prompting.md) and keep only the shot-structure-declaration rule and a pointer in SKILL.md.
Move the 'Provider surfaces' table and 'Sources' list into references/providers.md, retaining in SKILL.md only the routing rule (use video_selector with preferred_provider="seedance") and the fal.ai model IDs.
Trim duplication between the 'Legacy 8-part template' section and the Higgsfield methodology — or mark the legacy template explicitly as deprecated with guidance on when (if ever) it still applies, since undated 'canonical as of 2026' style markers read as time-sensitive.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense with model-specific empirical knowledge Claude cannot know ("The `fast` variant trades some camera/motion fidelity", "2.5-second-per-shot rhythm appears optimal", "do not route slow-mo… to `fast`") and wastes no tokens explaining known concepts. It is not 5 because there is trimming opportunity: the 'Legacy 8-part template' section, repeated identity-lock guidance (the anchor phrases appear in both the reference-to-video example and the bullet list), and the long copy-verbatim opener templates overlap in intent. | 4 / 5 |
Actionability | Everything is executable: exact model IDs ("bytedance/seedance-2.0/text-to-video" etc.), copy-paste Python for both the selector and direct call with every parameter filled, verbatim prompt templates ("Montage, multi-shot Hollywood action…"), a parameter table with concrete values ("`duration`: `5`–`8` for hero shots"), and a pitfalls table with reasons. This matches 'Fully executable; copy-paste ready… specific examples cover the common cases'. | 5 / 5 |
Workflow Clarity | The 'Iteration strategy' gives a clear numbered sequence (block out shape → lock the seed → upgrade to standard → extend and add shots → keep a per-clip README), the 'Verification checklist for every Seedance shot' provides explicit checkpoints, and the 'Anti-drift fallback' plus 'If face morphs… drop to a shorter duration, tighten the identity-lock language' provide feedback loops for error recovery — the top anchor. Not below 5 since the generation workflow is not destructive and validation/checklist steps are explicit. | 5 / 5 |
Progressive Disclosure | The body is ~280 lines in a single file with no references/, scripts/, or assets/ bundles at all — everything is inline under good section headers. Content that clearly belongs in separate reference files (the provider surfaces matrix, the full Higgsfield prompt methodology with its opener templates, the legacy template, and the 11-link Sources list) is inlined in SKILL.md, matching 'Some structure but… content that should be separate is inline'. Not 4 because there are no well-signaled external references at all, and the simple-skill exception (<50 lines) does not apply. | 3 / 5 |
Total | 17 / 20 Passed |