Conciseness

The body is dense and assumes Claude's competence (no basic-concept explanations, compressed tables, accents stripped), but several rules are stated twice — the anti-patterns in 'Movimento a Partir de Video' and 'Rasterizacao' are repeated nearly verbatim in the 'Regras Duras' table, and the licensing-table pointer appears in both 'Licenciamento e Hardware' and 'Fontes'. Scattered time-sensitive pins (Godot 4.7.2, Python 3.11/3.12, PyTorch 2.7, 'Wan-Animate-2 (Agosto 2026)', 'Curadoria em 2026-08-27') are not collected in a versions/deprecated section, which the guidelines penalize. Mostly efficient but could be tightened fits anchor 3 rather than anchor 4.

Actionability

Concrete executable fragments appear throughout: 'ffmpeg -i video.mp4 -vf fps=30 frames/%06d.png', 'extract_pose.py --backend dwpose', 'python main.py --disable-auto-launch --listen 127.0.0.1 --port 8188', 'Spine -i x.spine -o dist -e export.json', exact Pydantic constraints (fps 1-240, frames 1-10000, version Literal["1.0"], pattern ^[a-z0-9_]+$, extra="forbid"), and bpy render parameters (film_transparent=True, scene.frame_set, write_still=True). It falls short of anchor 5 because several pieces remain fragments (pack_grid, extract_pose.py, diffusers invocation) and the full end-to-end example is deferred to references/assetctl-cli-reference.md.

Workflow Clarity

Processes are clearly sequenced (source -> accurig -> config -> motions -> build -> dist; master -> Qwen-Image-Layered -> layers -> SAM refinement; segmentation -> expand bounding region -> inpaint -> clean alpha) with explicit validation gates: 'Validacao obrigatoria com Pydantic antes de qualquer execucao', a Checkpoint describing cache invalidation and recalculation from the failed stage, and an 'Evidencia de Conclusao' checklist. It does not reach anchor 5 because the body contains no single end-to-end ordered walkthrough — the numbered pipeline procedure lives in the reference file — so checkpoints are per-section rather than one coherent loop.

Progressive Disclosure

The body opens with a subject-to-file navigation table ('carregar so o arquivo relevante a task'), the three referenced files (references/assetctl-cli-reference.md, licensing-and-hardware.md, testing-and-ci.md) all exist, are one level deep, and are clearly signaled with per-section pointers, and dense material (full CLI tree, 14-entry license table, CI test groups) is correctly split out. The minor gap keeping it below anchor 5: several paths cited in the body (GLOBAL.md, policies/*.md, skills/68-character-animation-3d/SKILL.md and other skills/*) are not part of this bundle, and some dense content (the full MotionPlan field enumeration, bone-naming tree) sits inline in an already ~340-line overview.

Specificity

The description names the domain ('pipeline 2D de personagem e orquestracao geral do pipeline character-to-runtime') but contains no concrete actions or verbs — it says it is a 'skill de pipeline' without stating what it does (e.g., produce spritesheets, validate MotionPlan.json, pack atlases). This matches anchor 2 ('names the domain but actions are minimal or generic'); it is above anchor 1 because the domain is specific, and below anchor 3 because no concrete actions are enumerated.

Completeness

Both 'what' and 'when' are present: the what ('pipeline 2D de personagem e orquestracao geral do pipeline character-to-runtime') and an explicit trigger clause ('Trigger em: ...' with 12 phrases). The 'when' is explicit so no cap applies, but the 'what' stays at domain level rather than listing concrete actions, which is why it sits at anchor 4 ('when' explicit, 'what' could be more specific) instead of 5.

Trigger Term Quality

Twelve explicit triggers give good natural-domain keyword coverage ('spritesheet', 'pipeline de personagem 2D', 'ComfyUI headless', 'Spine CLI', 'rig 2D esqueletal'), but common variations a user might say are missing ('atlas', 'sprite', 'animacao 2D', 'Godot', 'Phaser') and several triggers are internal artifact names (assetctl, CanonicalPoseSequence). Good coverage with a few natural terms missing fits anchor 4 rather than the comprehensive synonym/extension coverage of anchor 5.

Distinctiveness Conflict Risk

Highly distinctive triggers (MotionPlan, Qwen-Image-Layered, DWPose, CanonicalPoseSequence, Wan-Animate, assetctl) create a clear niche, but 'spritesheet' and 'ComfyUI headless' carry overlap risk with sibling image-generation and 3D character-animation skills in the same kit. Mostly distinct with minor overlap risk against closely related skills matches anchor 4; the overlapping generic terms keep it below anchor 5.