Img Gen Prompts

Img Gen Prompts

Act as the evidence and retrieval layer. Use only the latest paired oip-visual-v2 archive. Every recommended record must include a real image, unchanged source prompt, source URL, author, stable ID, and explainable match. Never fall back to legacy/V1 data or generic web image search.

Locate and verify the archive

Resolve this Skill's directory and run its bundled script by absolute path. It finds the checkout from the current directory, a symlinked Skill path, or OIP_REPO_ROOT; copied installations outside the checkout must set that variable.

python3 <absolute-skill-directory>/scripts/oip.py status

Stop unless ready is true and the active taxonomy is exactly oip-visual-v2. The dataset is not part of the repository: db/prompts.db.gz and images/ are downloaded from GitHub Releases. If the archive, local images, or gallery dependencies are missing, run npm run setup from the repository root before continuing.

If the script reports that the repository cannot be found, this Skill was installed as a copy outside a checkout. Point it at one, or create one:

git clone https://github.com/NanmiCoder/open-image-prompts.git
cd open-image-prompts
npm run data:pull        # add :db to skip the multi-gigabyte image packs
export OIP_REPO_ROOT="$PWD"

Search and retrieval work without the image packs; only local image preview needs them, and the gallery falls back to each record's source URL. This Skill is read-only: never activate a taxonomy, label records, publish data, or modify the database.

Search the user's actual intent

python3 <absolute-skill-directory>/scripts/oip.py search \
  --intent "雨夜霓虹小巷里的电影感人像" --limit 8

python3 <absolute-skill-directory>/scripts/oip.py get --id <tweet_id>

Pass the user's wording without embellishing it with guessed styles, subjects, or negative constraints. Inspect parsed_intent, match_reasons, tags, and absolute_image_paths; open representative images before judging quality. Read references/retrieval-contract.md when interpreting constraints or an empty result.

Treat results as exact matches. related_results is a separate fallback channel that may omit exactly one declared aesthetic constraint. Never present a related reference as an exact match: disclose its missing_constraints and recommend only the visual decisions it actually demonstrates. Related references are already restricted to image-confirmed visual evidence and exclude unrequested screenshots, document graphics, heavy text, multi-panel layouts, and watermarks.

For each recommendation return:

• stable ID, author, and source URL;
• representative image path;
• whether the match is exact or related;
• any declared missing_constraints;
• unchanged source_prompt;
• two or three meaningful match reasons;
• what visual decision is reusable and what should not be copied.

Translations and derived prompts are aids, never source prompts. If no relevant result exists in either channel, report the corpus gap instead of inventing provenance. The tool already performs the only allowed one-facet fallback; never manually relax the subject, use, explicit style, scene, user invariants, or forbidden constraints.

Some archive records contain commentary or post copy rather than an executable generation prompt. Label that distinction clearly and do not present such text as a reusable original prompt.

Adapt selected references

When requested, synthesize the user's selected coherent references into a new English prompt and a Simplified Chinese equivalent. Preserve any creative_spec invariants and avoid list supplied by $img-gen-taste. Keep the new prompt, rationale with source IDs, and original prompts clearly separated. Do not copy a complete source prompt, identity, brand, protected character, or unique scene.

Let the user choose visually

When the user wants to browse or compare results, read references/gallery-session.md, create a local result session, and open only the URL returned by the command.

python3 <absolute-skill-directory>/scripts/oip.py gallery \
  --intent "克制的暗调香水广告" --lang zh-Hans --limit 8

The gallery must preserve search rank and keep “copy original prompt” byte-for-byte faithful. If url_usable is false, run the returned start_command before presenting the URL as openable.