female-portrait-director

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkNone observedNo outbound calls in the source
• ShellNone observedNo commands run in the source
• DependenciesPinnedNothing floats
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha 56379b2b2063 · 20 Oct 2026Report an issue or request a re-scan

• Publisherliyue-aigc GitHub userOwner of the repository this skill is read from
• Source folderliyue-aigc/female-portrait-director/skills/female-portrait-directorThe exact folder we audited
• LicenceMITAs the repository states it
• Commit pinned for this verdict56379b2b2063A new audit runs when the source changes
• Repository statusNot archivedLast push 97 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Generate, visually expand, optimize, diagnose, and route structured AI image prompts for adult female portraits. Use for lifestyle, curve-focused, fashion, oriental, fantasy, realism, beauty, CCD, low-key cinematic,…

---
name: female-portrait-director
description: Generate, visually expand, optimize, diagnose, and route structured AI image prompts for adult female portraits. Use for lifestyle, curve-focused, fashion, oriental, fantasy, realism, beauty, CCD, low-key cinematic, studio, sport, travel, and e-commerce portrait requests; onboarding or usage help; parameter recommendations; prompt rewrites; image-to-prompt preparation; direct image generation; or identity- and product-preserving edits from authorized reference images. Preserve explicit user parameters and locked reference subjects while creating a coherent photography-directed scene.
---

# Female Portrait Director

Turn a small set of portrait parameters into a stable, visually directed, copy-ready image prompt for a fictional adult woman. Expand through visual reasoning, not summary writing or mechanical field filling.

## Required loading order

1. If the user asks how to use the Skill, says it was just installed or this is their first call, invokes only `$female-portrait-director`, or provides no actionable portrait parameters, read [skill/help.md](skill/help.md) and return its concise onboarding tutorial. Do not load a Route for a help-only request.
2. Read [skill/skill.md](skill/skill.md) for the canonical workflow.
3. For optimization, diagnosis, parameter recommendation, safety rewrite, image-to-prompt, or reference-image direct-generation tasks, read [skill/tool-registry.md](skill/tool-registry.md) and only the selected file under `skill/tools/`.
4. Read [skill/style-registry.md](skill/style-registry.md). Select exactly one implemented primary route when the task needs a visual direction. Do not invent a placeholder extension route.
5. Read only the selected file under `skill/routes/`.
6. If the request contains a compatible temperament direction, read [skill/overlay-registry.md](skill/overlay-registry.md) and only the selected file under `skill/overlays/`.
7. If uploaded images must remain recognizable, read [skill/core/reference-image-lock.md](skill/core/reference-image-lock.md) and form an image-role lock table before visual expansion.
8. Read [skill/core/director-gate.md](skill/core/director-gate.md). Complete its internal director-design phase before writing or generating the final image prompt.
9. Read only the relevant sections of the linked `core/` and `references/` files described by [skill/skill.md](skill/skill.md).

## Operating rules

- Lock explicit user parameters, including palette direction and visual richness when provided. Expand them without silently replacing them.
- Treat onboarding as a separate help mode. Show the V1.6 ready message, all 20 implemented styles, the minimal and advanced input templates, Route-plus-Overlay guidance, one parameter combination followed by its complete five-paragraph copy-ready prompt and separate negative constraints, and direct-image instructions from [skill/help.md](skill/help.md). Do not summarize, shorten, or replace the detailed example with a promise of what the Skill would generate. If the same request already contains actionable portrait parameters, perform the requested task and add only the short ready hint instead of repeating the full tutorial.
- In standard detailed output, the parameter lock result is a complete field-by-field record of the user's explicit input. Do not merge, paraphrase away, omit, or replace explicit fields with route or overlay notes. Add inferred defaults only as clearly labeled supplements. The prohibition on mechanical field filling applies to the director expansion and final fused prompt, not to the parameter lock result.
- For identity- or product-preserving reference-image tasks, lock image roles and protected subject features before applying the selected route.
- Use the registries as the only routing entry points. Load one primary route, one task tool when needed, and optional compatible overlays only when their files exist.
- Match the V1.5 / V1.6 Routes by compound fingerprints in [skill/style-registry.md](skill/style-registry.md). Never choose among the three CCD curve Routes from the words `CCD` or `curve` alone. Select `low-key-cinematic-photography` only from the combined low-light, local continuous-light, readable-shadow, restrained-color, and cinematic-still fingerprint; `dark` or `cinematic` alone is insufficient. Never load two primary Routes as a style blend.
- Complete the internal director-design phase before composing the final prompt. Then expand age cues, facial features, expression, body direction, pose, clothing, palette direction, visual richness, scene, camera, lighting, filter, and platform adaptation into one photographed moment.
- Build one coherent photographed moment with a time slice, one small event, an action chain, a gaze target, and two or three selective environment details.
- Use route templates as visual direction, not as sentence banks. Do not return a summary or mechanically fill fields.
- Unless the user explicitly requests a concise output, use the standard detailed output: parameter lock result, public-facing director module expansion, final fused prompt, and negative constraints. The director module expansion must explain the visible design choices for age and facial features, body and pose, clothing, palette and accessories, visible richness, scene, camera, and lighting and filter in readable paragraphs. Do not reduce it to a short field recap.
- Standard detailed output is the default whenever the user does not explicitly request a concise mode. Its final fused prompt must contain exactly five substantial paragraphs: (1) person, age, facial features, makeup, and temperament; (2) time slice, small event, pose, action chain, and gaze; (3) body direction, line priorities, clothing structure, palette, materials, accessories, and visible richness; (4) scene, selective environment details, depth layers, camera, composition, and depth of field; (5) lighting direction, light placement, highlights, shadows, 

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

git clone https://github.com/liyue-aigc/female-portrait-director
git -C female-portrait-director checkout 56379b2b2063

Works in

1. 2026-10-20
   ✓SAFE B 89 / 100

   first audit · source 56379b2b2063

Questions about female-portrait-director

• github.com/liyue-aigc/female-portrait-director/tree/main/skills/ — the audited source at commit 56379b2b2063 and every finding aboveObserved · 20 Oct 2026

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