BeautyPlus portrait beauty, outfit change, photo restoration

AI image editing and beautification suite for portrait retouching, body reshaping (breast/butt), AI hair styling, AI clothes / cosplay change, expression edits, photo restoration & upscaling, and artistic filters.

BeautyPlus Skills & API

{baseDir} placeholder. Every CLI command in this file uses {baseDir}/scripts/.... The host (skill loader) substitutes {baseDir} with this skill's installation directory at load time. If your host does not expand placeholders, replace {baseDir} with the absolute path to this skill folder, or run from inside the skill folder using scripts/....

When to Use This Skill

Activate whenever the user requests modifications, enhancements, or artistic changes to a photo / image (path, URL, or attachment).

Trigger keywords: "make me look better", "change my clothes", "fix this blurry photo", "make me smile", "enhance my body", "change my hair color / style", "add a filter", "cosplay", "outfit change", "upscale", "virtual try-on".

Effect KEY catalog (--task values)

The CLI --task value is always one of the effect KEYs below. Per-key algorithm params are returned inline by POST /skill/consume.json (invoke_spec) — never hard-code AIGC paths. If the server returns Unknown invoke preset, the key is not in the tenant's invoke map; do not invent params, check config or admin.

All KEYs operate on still images (.jpg / .jpeg / .png / .webp). The current catalog is image-only; the async / video flow is reserved — see docs/video-reserved.md.

1. 💪 Body reshape

When: user explicitly asks to enhance, enlarge, or reshape breast or buttocks.

Tier rule: append _strong / _medium / _weak to the base KEY. Default tier: _medium (e.g. breast_natural_medium).

KEY (base)	Description
breast_natural	Natural fullness; subtle lift.
breast_teardrop	Teardrop contour, fuller lower pole.
breast_round	Rounded, lifted look with upward emphasis.
breast_outward	Editorial spread with outward emphasis.
butt_peach	Lift and side volume for a peach shape.
butt_o_shape	Smooth, continuous curve, even side profile.

2. 💇‍♀️ Hair editing

When: new hair color or new hairstyle.

KEY	Description
hair_black	Deep black shine; natural look.
hair_blonde	Classic golden blonde.
hair_brown_highlights	Brown with highlights for dimension.
hair_platinum	Soft creamy platinum.
hair_silver_platinum	Cool metallic silver; edgy modern look.
hair_teddy_brown	Warm soft brown; youthful vibe.
hair_glossy	Extra shine and sleek fall.
hair_high_layer	Light layers and airy volume.
hair_soft_waves	Romantic large waves.
hair_latino_curls	Tight curls, maximum volume.

3. 👗 Outfit change (AI clothes)

When: user asks to change clothes, try on different styles, or dress up for a specific occasion / cosplay.

Formal / Evening

KEY	Description
dress_yellow_gown	Vivid yellow silk evening gown.
dress_arctic_allure	Rhinestone mesh gown with galaxy sparkle.
dress_ostrich_feather	Ethereal feather gown.
dress_muse_goddess	Couture-heavy beaded goddess gown.
suit_tartan_eve	Smart, polished British tartan suit.
suit_red_carpet	Classic sharp black suit.

Vacation / Casual

KEY	Description
accessory_bunny_ear	Playful bunny ear accessory.
dress_butter_moonlight	Pale yellow slip dress; fresh light look.
dress_pink_puffy	Tiered pink puff dress; sweet portrait style.
dress_gold_hoodie	Urban casual hoodie dress.
dress_lace_corset	French-inspired lace corset set.
dress_chiffon_cake	Tiered chiffon maxi; relaxed vacation mood.
dress_sheer_bikini	Bikini under sheer cover; resort look.

Cosplay / Fantasy

KEY	Description
cosplay_carnival	Carnival samba outfit with feather headpiece.
cosplay_bunny_cop	Navy bunny police uniform.
cosplay_fox_boyfriend	Green fox print shirt; relaxed vibe.
cosplay_deer_girl	Forest fawn-inspired mini skirt.
cosplay_grinch	Green fuzzy Grinch party costume.
victoria_angel	Lingerie set with wings (runway showstopper).
dallas_cowboy	Iconic blue-and-white cheerleader uniform.

Party / Futuristic

KEY	Description
floral_camisole	Botanical floral cami.
puff_skirt	Strapless puff corset dress.
one_shoulder_lbd	One-shoulder little black dress.
red_latex	Bold red latex mini skirt.
moonlight_dress	Full-rhinestone bodycon long gown.
y3k_set	Futuristic metallic Y3K co-ord.

Sports / Activewear

KEY	Description
brazilian_bikini	Brazilian-cut bikini.
tennis_set	Sporty athletic-chic tennis skirt and top.
cozy_fit	Relaxed hoodie and jogger; urban athleisure.
racing_suit	Bold motorsport racing driver suit.
white_yoga	Minimal white yoga set.

4. 🎭 Facial retouch & expression

When: retouch / apply a makeup style, or change the subject's expression.

KEY	Description
natural_beauty	Soft natural enhancement; clear skin.
glamour_beauty	Polished, charismatic look with full makeup.
sweet_beauty	Youthful sweet-girl vibe.
luminous_beauty	Radiant glow; bright complexion.
youthful_beauty	Fresh, energetic style.
closed_smile	Gentle closed-lip smile.
open_smile	Wide toothy grin.
cool_expression	Serious, composed, edgy.
wink	Single-eye wink.

5. 🖼️ Photo quality & art filters

When: image is blurry / noisy / old / low-resolution, or the user wants a camera vibe / lighting filter.

KEY	Description
photo_restoration_v3	Denoise, deblur, reduce artifacts; keeps a natural look.
ai_ultra_hd_v3	Deep-learning upscale + detail recovery for old / small photos.
tanning_filter	Warm bronzed tan skin filter.
ccd_flash	Vintage CCD-camera flash effect.
film_flash	Film grain with flash overlay.
fuji_flash	Fujifilm-style flash; soft grain, warm tones.

Defaults & disambiguation (MANDATORY)

Use this table when the user's intent is broad or under-specified. Do not guess a wrong KEY.

Situation	Action
Vague intent ("make this photo look better")	Default to natural_beauty if a face is present, else photo_restoration_v3.
User asks for retouch / makeup but did not pick a style	Offer 2–3 KEYs from §4 (e.g. natural_beauty, glamour_beauty, sweet_beauty).
User says "change my hair / outfit / cosplay" without a style	Ask one question, or offer 2–3 KEYs from §2 / §3.
Body reshape, no tier given	Default to _medium, or briefly confirm before submit.
User mentions video / motion / "make a video"	No video keys exist today — see docs/video-reserved.md. Stay on still images.
Ambiguous or missing attachment	Ask one clarifying question, or pull media from IM per docs/im-attachments.md.

API submission path (MANDATORY)

• New jobs must go through python3 {baseDir}/scripts/beautyplus_ai.py run-task … (or the same run-task embedded inside spawn-run-task → sessions_spawn for the reserved video flow).
• Do not hand-craft HTTP to the skill's wapi gateway or to AIGC / invoke endpoints — that skips POST /skill/consume.json (quota and permission) and breaks the supported pipeline. This skill does not emit debug curl for API calls.
• query-task --task-id is for resuming polling on an existing full task_id only; it does not replace run-task for a new submission.

Billing and user-facing claims (MANDATORY)

• Each successful run-task (including inside a sessions_spawn worker) triggers server-side quota / credit consumption for the BP_AK tenant. This is a paid, metered commercial API.
• Do not state or imply that the service is free, costs nothing, has an unlimited trial, or invent prices, plan names, promotions, or trial rules.
• Allowed wording: processing uses the BeautyPlus account quota tied to the configured keys; billing and plans are per the user's console or administrator.
• On quota / membership errors, surface the server detail and pricing_url (see Step 3 error table). Never add "free" or zero-cost wording, even on success.

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Step 0 — Pre-flight check (MANDATORY)

Verify AK / SK are configured. Only run this command at this stage; do not read other Python sources first.

bash

python3 {baseDir}/scripts/beautyplus_ai.py preflight

• Output ok → continue to Step 1.
• Output missing → stop and prompt the user. Use the channel-appropriate template in docs/credentials-prompt.md (plain text by default; Feishu interactive card when the host exposes a Feishu account).

Step 1 — Pick effect KEY and input

1. Map the user's intent to one effect KEY from the catalog above. Apply the Defaults & disambiguation table when the request is broad.
2. Confirm the input file location. If the user already gave a path or URL, continue to Step 2 without asking again.
3. Reply immediately to acknowledge, e.g. "🖼️ Processing — please wait a moment…"

Getting media from IM messages

Full detail: docs/im-attachments.md.

Platform	How to obtain
Feishu	Message resource URL / image_key + message_id → optional resolve-input
Telegram	file_id → resolve-input --telegram-file-id (needs TELEGRAM_BOT_TOKEN)
Discord	attachments[0].url — often usable directly as --input
Generic	URL or path

bash

python3 {baseDir}/scripts/beautyplus_ai.py resolve-input --file /tmp/saved.jpg --output-dir /tmp
# or: --url, --telegram-file-id, --feishu-image-key + --feishu-message-id

Use the JSON path field as --input.

--input as a URL: quote the full URL in the shell to avoid & splitting. Defaults: 120 s read timeout, 100 MB max — override with MT_AI_URL_READ_TIMEOUT, MT_AI_URL_CONNECT_TIMEOUT, MT_AI_URL_MAX_BYTES. For flaky or large links, use resolve-input --url first and pass the local path.

Step 2 — Install dependencies

bash

python3 {baseDir}/scripts/beautyplus_ai.py install-deps

If dependencies are already installed this step is quick; then continue to Step 3.

Step 3 — Run the task

All listed effect KEYs are image jobs — use the inline run-task flow (§3a). Video keys are reserved; see docs/video-reserved.md.

3a — Inline run-task (blocking, default)

bash

python3 {baseDir}/scripts/beautyplus_ai.py run-task \
  --task "<effect_key>" \
  --input "<image_url_or_path>"

Replace <effect_key> (e.g. hair_soft_waves) and <image_url_or_path> with real values. Default params include rsp_media_type: url. For custom JSON params:

bash

python3 {baseDir}/scripts/beautyplus_ai.py run-task \
  --task "<effect_key>" \
  --input "<url_or_path>" \
  --params '{"parameter":{"rsp_media_type":"url"}}'

When run-task exits 0

Stdout is JSON containing:

• skill_status: "completed" — job done.
• output_urls — ordered http(s) links (extracted from data.result.urls, images, media_info_list, etc.).
• primary_result_url — same as output_urls[0]; convenient for delivery.
• task_id — full task id when the API returns one. Keep it for support / recovery; do not truncate. Some sync completions may omit it.
• agent_instruction — short reminder for the model.
• meta / data — full API payload for debugging.

You must:

1. Send the user a short natural-language summary of what was done.
2. Complete Step 4 delivery using primary_result_url or output_urls[0], unless the user explicitly asked for the URL only.

Never end the turn with raw JSON alone. Never resubmit run-task for the same task_id — use query-task to resume polling.

When run-task exits non-zero

Stdout has skill_status: "failed" with an error field. Map it as:

error	api_code	Action
credit_required	60002	Show server detail to the user; include pricing_url as a link if present. Do not retry by tweaking params.
membership_required	60001	Same — show detail / pricing_url.
consume_param_error	—	Fix --task / --input / --params; do not tell the user to recharge.
Other (task_failed, poll_timeout, poll_aborted, …)	—	See docs/errors-and-polling.md.

Never dump raw JSON to the user. Never retry run-task for credit / membership errors.

3b — Resume polling (query-task)

When you already have a full task_id (from previous stdout JSON, polling checkpoint, or task_id=... lines in stderr) and the job may still be running, do not run run-task again — resume polling only:

bash

python3 {baseDir}/scripts/beautyplus_ai.py query-task \
  --task-id "<full_task_id>"

Optional --task sets the task_name field in the success JSON for your logs (default labels as query_task). Uses the same BP_AK / BP_SK and remote config as the original submit. Stdout JSON and exit codes match run-task.

3c — Last task and history

Local state lives under ~/.openclaw/workspace/beautyplus-ai/ (last_task.json, history/task_*.json, last 50 records). For async jobs, last_task.json may briefly show skill_status: "polling" with a task_id while the client is still polling — a checkpoint that lets query-task resume if the process is killed mid-poll.

bash

python3 {baseDir}/scripts/beautyplus_ai.py last-task
python3 {baseDir}/scripts/beautyplus_ai.py history

Use when the user asks whether a recent job finished, or wants a short history summary. Do not expose raw secrets.

Step 4 — Deliver result to the channel

Required after skill_status: "completed". The CLI does not post to IM by itself — send the processed image back on the user's platform, in the same turn as the success summary.

Resolve deliver-to

Platform	Source	Format
Feishu group	conversation_label or chat_id without chat: prefix	oc_xxx
Feishu DM	sender_id without user: prefix	ou_xxx
Telegram	inbound message chat_id	e.g. -1001234567890
Discord	channel_id	e.g. 123456789

Feishu

bash

python3 {baseDir}/scripts/feishu_send_image.py \
  --image "<result_url>" \
  --to "<oc_xxx or ou_xxx>"

Telegram

bash

TELEGRAM_BOT_TOKEN="$TELEGRAM_BOT_TOKEN" python3 {baseDir}/scripts/telegram_send_image.py \
  --image "<result_url>" \
  --to "<chat_id>" \
  --caption "✅ Done"

Discord

Download the result, then send with the message tool:

bash

curl -L "<result_url>" -o /tmp/result_image.jpg

text

message(action="send", channel="discord", target="<channel_id>", filePath="/tmp/result_image.jpg")

For files over ~25 MB, send the result URL as a link instead.

WhatsApp / Signal / others

Use the message tool with media, or send the result URL directly.

Video delivery (reserved): see docs/video-reserved.md.

Multi-stage pipelines (chaining tasks)

When the user asks for more than one BeautyPlus step on the same media (e.g. photo_restoration_v3 → dress_yellow_gown), treat each step as a separate job with its own --task:

1. After stage A completes, pass primary_result_url (or output_urls[0]) as --input for the next stage. That is a new job, not a retry.
2. "Do not re-run run-task" means: do not resubmit the same task_id. It does not forbid the next stage with a different effect KEY.
3. Deliver only after the final stage completes.

Video chains are reserved — see docs/video-reserved.md.

Notes

• Single business entrypoint: all algorithm runs and config fetches go through beautyplus_ai.py; agents do not need to open client.py or ai/api.py. See API submission path above for the no-direct-HTTP rule.
• AK / SK loading: environment variables BP_AK / BP_SK first; if unset, scripts/.env is read automatically.
• Client init pulls the latest algorithm config from the server; no manual INVOKE setup is required.
• Bot token safety: pass TELEGRAM_BOT_TOKEN, DISCORD_BOT_TOKEN, etc. only via environment variables — never as CLI arguments.
• URL input errors may report HTTP 403 (expired signed URL) or timeout — see MT_AI_URL_* env vars in Step 1.

Further reading

• BeautyPlus Developers — API and skill key integration, use cases.
• BeautyPlus — product overview.
• README.md
• docs/video-reserved.md — async / video flow (reserved).
• docs/credentials-prompt.md — preflight: missing user prompt templates.
• docs/multi-platform.md — delivery details (Feishu, Telegram, Discord, …).
• docs/im-attachments.md — IM attachments and resolve-input.
• docs/errors-and-polling.md — polling, timeouts, failure codes.