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ai-studio-image

Geracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao natural e imperfeicoes sutis.

Quality

64%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./skills/ai-studio-image/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

61%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body delivers strongly actionable operational content — commands, mode/format/model/template tables, and a coherent five-step workflow — supported by a real bundle (two existing reference files, five scripts) that is clearly navigated. Its weaknesses are padding (duplicated intro, generic boilerplate sections), non-copy-paste-ready commands (placeholders, backslash paths), and missing validation checkpoints around batch/paid generation, plus one dangling reference to a non-existent api-reference.md.

Suggestions

Delete the generic boilerplate sections (Best Practices, Common Pitfalls, Related Skills) and the duplicated "## Ai Studio Image" intro to remove pure padding.

Fix the command paths: replace Windows backslashes (`scripts\requirements.txt`, `data\outputs\`) with forward slashes, and resolve or remove the dangling `references/api-reference.md` reference (or point to its documented substitute URL consistently).

Add explicit validation checkpoints to the workflow: confirm cost/`--force-paid` before generating, verify the output file exists after generation, and surface the double-humanization warning in Passo 4 instead of burying it in Limitations.

DimensionReasoningScore

Conciseness

The bulk of the body is dense, operational content (command examples, mode/format/model/template tables), but it carries clear padding: a duplicated intro section ("## Ai Studio Image — Especialista Em Imagens Humanizadas" repeats the Overview/How It Works), generic boilerplate in "Best Practices", "Common Pitfalls", and "Related Skills" ("Complementary skill for enhanced analysis" x3), and a one-line "Canva Integration" with no actionable content. This fits anchor 3 ("mostly efficient but includes some unnecessary explanation or could be tightened"); the padding is notable but not the severe, pervasive verbosity of anchor 2.

3 / 5

Actionability

Guidance is largely executable: concrete invocations such as `python <skill-root>/scripts\generate.py --prompt "..." --mode influencer --format square --model gemini-2-flash-exp`, a `--list` command for templates, named templates, model table with prices, and troubleshooting keyed to concrete error strings. Not anchor 5 because commands are not copy-paste ready: `<skill-root>` placeholders throughout, Windows-style backslash path separators inside bash commands (`scripts\requirements.txt`, `data\outputs\`), and a Windows `set` command inside a ```bash block.

4 / 5

Workflow Clarity

The main workflow is clearly sequenced (Passo 1 identify mode -> Passo 2 format -> Passo 3 transform prompt, flagged as the critical step -> Passo 4 generate -> Passo 5 present/iterate with a troubleshooting table), but validation checkpoints are implicit at best. The skill also supports batch generation (`--variations 4`) and paid API calls with no verify/confirm loop around them, and the critical warning "Evite humanizar o prompt duas vezes" is buried in the limitations section rather than in Passo 4 — per the rubric, batch operations without validation cap workflow clarity at 3.

3 / 5

Progressive Disclosure

The bundle matches the body's claims: `references/setup-guide.md` and `references/prompt-engineering.md` exist and are clearly signaled in a dedicated "Referencias" section with per-file descriptions, and the five scripts are real and referenced with purpose. Not anchor 5 because `references/api-reference.md` is listed under "Referencias" as if bundled but does not exist (only disclosed in the confusing "Supporting material availability" preamble), and the duplicate heading plus ~315 lines of inline lookup tables leave minor organization gaps.

4 / 5

Total

14

/

20

Passed

Description

53%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description communicates a clear, concrete "what" with a distinguishing platform and style focus, but it entirely omits any "when to use" trigger guidance. Keyword coverage is adequate but lacks the natural variations users would say. Adding an explicit 'Use when...' clause with natural trigger phrases would lift both completeness and trigger term quality.

Suggestions

Add an explicit trigger clause, e.g. "Use quando o usuario pedir para gerar imagem, criar foto realista, ou produzir foto estilo influencer/educacional."

List additional concrete capabilities (pre-configured templates, batch variations, humanization levels) to broaden the action coverage beyond a single generate action.

Include common synonyms and natural phrases (foto, retrato, imagem de IA, gerar imagem) so the description matches how users actually phrase these requests.

DimensionReasoningScore

Specificity

The description names the domain and one core action — "Geracao de imagens humanizadas via Google AI Studio (Gemini)" plus style qualifiers "estilo influencer ou educacional com iluminacao natural e imperfeicoes sutis". It covers a single capability (generating styled photos) rather than several specific actions (e.g., templates, batch variations, editing), matching anchor 3; anchor 4 would require multiple listed actions with only minor gaps.

3 / 5

Completeness

The "what" is clear (generates humanized, realistic influencer/educational photos via Google AI Studio), but there is no "Use when..." clause or equivalent trigger guidance anywhere in the description — the "when" is entirely absent. Per the judging guidelines, a missing 'Use when...' clause caps completeness at 3.

3 / 5

Trigger Term Quality

Relevant keywords are present ("Geracao de imagens", "fotos realistas", "influencer", "educacional") but common natural variations users would actually say — "gerar foto", "criar imagem", "retrato", "imagem de IA" — are missing, fitting anchor 3 ("some relevant keywords but missing common variations or synonyms"). Not anchor 4 because natural phrasing coverage is thin for a domain where users say many different things.

3 / 5

Distinctiveness Conflict Risk

Pinning the platform — "via Google AI Studio (Gemini)" — plus the distinctive "humanizadas" style gives it a clear niche distinct from other image-generation skills (ComfyUI, Stable Diffusion), fitting anchor 4 ("mostly distinct; minor overlap risk with closely related skills"). Not anchor 5 because generic image-generation phrasing without trigger terms still leaves overlap risk with other image skills.

4 / 5

Total

13

/

20

Passed

Validation

87%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

14

/

16

Passed

Repository

sickn33/agentic-awesome-skills

Path

skills/ai-studio-image/SKILL.md

Reviewed

Table of Contents

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