| --- |
| license: cc-by-nc-4.0 |
| viewer: false |
| pretty_name: ModerationPrompts |
| tags: |
| - content-moderation |
| - prompts |
| - llm |
| - safety |
| - bluesky |
| - social-media |
| --- |
| |
| # ModerationPrompts |
|
|
| System and user prompts used for LLM-based content moderation. |
| Each prompt instructs a vision-language model to classify a social-media post (text + image(s)) |
| against a safety policy and return a structured JSON decision. |
|
|
| --- |
|
|
| ## Repository Structure |
|
|
| ``` |
| prompts/ |
| bluesky_policy/ ← prompts grounded in Bluesky community guidelines |
| community_guidelines.md policy document (included verbatim in some prompts) |
| prompt_labels.md |
| prompt_labels_details.md |
| prompt_labels_rationale.md |
| prompt_labels_rationale_details.md |
| prompt_labels_fewshot.md few-shot variant — labelled examples before target post |
| meta_policy/ ← prompts grounded in Meta content policy |
| all_category_w_explanation.md all harm categories with detailed explanations |
| ``` |
|
|
| --- |
|
|
| ## Bluesky-Policy Prompts |
|
|
| | File | Includes community guidelines | Label detail level | |
| |---|:---:|:---:| |
| | `community_guidelines.md` | — (guidelines doc only) | — | |
| | `prompt_labels.md` | No | Basic | |
| | `prompt_labels_details.md` | No | Detailed (with sub-rules) | |
| | `prompt_labels_rationale.md` | Yes | Basic | |
| | `prompt_labels_rationale_details.md` | Yes | Detailed (with sub-rules) | |
| | `prompt_labels_fewshot.md` | No | Basic + few-shot examples | |
|
|
|
|
| --- |
|
|
| ## Meta-Policy Prompts |
|
|
| | File | Policy source | All harm categories | Includes explanations | Requests rationale | |
| |---|:---:|:---:|:---:|:---:| |
| | `all_category_w_explanation.md` | Meta community standards | Yes | Yes | Yes | |
|
|
| **`all_category_w_explanation.md`** — full prompt grounded in Meta content |
| standards. Covers all harm categories with per-category explanations. |
| |
| --- |
| |
| ## Prompt Format |
| |
| Each `.md` file contains clearly delimited sections: |
| |
| ``` |
| SYSTEM PROMPT: |
| <system instruction — role, task, output format constraint> |
| |
| ------------ |
| |
| USER PROMPT: |
| # **COMMUNITY GUIDELINES** ← present in _rationale and meta_policy variants |
| ... |
| |
| # **LABELING POLICY DETAILS** |
| ## **S1**: porn |
| ... |
| |
| POST CONTENT: |
| <post text and image placeholder> |
| |
| OUTPUT FORMAT: |
| <required JSON schema> |
| ``` |
| |
| --- |
| |
| ## License |
| |
| CC BY-NC 4.0 — non-commercial use only. |
| |
