dataset-curation
Curate generated images into a clean training dataset, validate metadata, remove duplicates, and sync manifests/assets to Hugging Face.
Skill by bl1nk42
Chalk Labs
Need help deploying dataset-curation?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/bl1nk42-dataset-curation
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: ml
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/dataset-curation
What's inside
- Skill name
dataset-curation- Description
- Curate generated images into a clean training dataset, validate metadata, remove duplicates, and sync manifests/assets to Hugging Face.
- License
- Apache-2.0
- Instructions
- 8 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Dataset Curation Use this skill when the user asks to collect, clean, label, export, or publish image-generation training data. Never publish automatically. First inspect the manifest with `export_dataset_manifest`, validate that each row has an executed prompt, raw concept, image path, model, style, tags, and quality score, then check duplicates and negative votes. Use `save_training_pair` for a local append-only record. Use `sync_hf_dataset` only after the user explicitly asks to sync or publish and the repository/token are configured. Prefer a dataset repository for CSV/JSONL and assets; use a model repository for model weights or LoRA files. Report repository URL and commit result. Recommended lifecycle: collect -> validate -> deduplicate -> review negatives -> export manifest -> sync to Hugging Face.
From bl1nk42/image-gen, Apache-2.0.
More from bl1nk42/image-gen
- 0.603score
image-generation
bl1nk42
Production image generation through Modal + ComfyUI or configured providers.
SkillAFreshness: A★ 2Claude Code +9 - 0.600score
photo-restoration
bl1nk42
Restore blurry, damaged, faded, or vintage photos while preserving identity, pose, composition, clothing, and historical character.
SkillAFreshness: A★ 2Claude Code +9 - 0.598score
prompt-engineer
bl1nk42
Design, refactor, evaluate, and version prompts for image generation, image analysis, style learning, and structured agent tools.
SkillAFreshness: A★ 2Claude Code +9 - 0.598score
memory-recall
bl1nk42
Retrieve relevant project decisions, prior prompts, style preferences, debugging notes, and past outputs with source traceability.
SkillAFreshness: A★ 2Claude Code +9 - 0.598score
video-generator
bl1nk42
Plan and execute professional AI video projects including commercials, explainers, short films, social clips, and image-to-video sequences.
SkillAFreshness: A★ 2Claude Code +9 - 0.598score
nothing-design
bl1nk42
Apply the Nothing-inspired monochrome industrial design system to interfaces, dashboards, image prompts, and generated visual references.
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
character-story-video
bl1nk42
Plan and produce a multi-part animated character story with stable identity, sequential scenes, reference images, image-to-video clips, audio planning, and…
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
meme-generator
bl1nk42
Create captioned memes from classic templates or a supplied background, with correct text encoding, line limits, preview, and export.
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
visual-production-router
bl1nk42
Route visual requests to image generation, restoration, Nothing design, memes, character stories, video production, prompt engineering, memory, or the exact…
SkillAFreshness: A★ 2Claude Code +9 - 0.590score
style-learning
bl1nk42
Learn and improve reusable image styles from liked references, votes, prompts, embeddings, and recent generation outcomes.
SkillAFreshness: A★ 2Claude Code +9 - 0.587score
modal-operations
bl1nk42
Deploy, inspect, warm, cache, and troubleshoot the Modal + ComfyUI image backend and Hugging Face storage.
SkillAFreshness: A★ 2Claude Code +9
Signals
- Stars
- 2
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 25, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/bl1nk42/image-gen
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from bl1nk42
- 0.603score
image-generation
bl1nk42
Production image generation through Modal + ComfyUI or configured providers.
SkillAFreshness: A★ 2Claude Code +9 - 0.600score
photo-restoration
bl1nk42
Restore blurry, damaged, faded, or vintage photos while preserving identity, pose, composition, clothing, and historical character.
SkillAFreshness: A★ 2Claude Code +9 - 0.598score
prompt-engineer
bl1nk42
Design, refactor, evaluate, and version prompts for image generation, image analysis, style learning, and structured agent tools.
SkillAFreshness: A★ 2Claude Code +9 - 0.598score
memory-recall
bl1nk42
Retrieve relevant project decisions, prior prompts, style preferences, debugging notes, and past outputs with source traceability.
SkillAFreshness: A★ 2Claude Code +9 - 0.598score
nothing-design
bl1nk42
Apply the Nothing-inspired monochrome industrial design system to interfaces, dashboards, image prompts, and generated visual references.
SkillAFreshness: A★ 2Claude Code +9 - 0.598score
video-generator
bl1nk42
Plan and execute professional AI video projects including commercials, explainers, short films, social clips, and image-to-video sequences.
SkillAFreshness: A★ 2Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get dataset-curation running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
dataset-curation skill. Agent Mart. https://agentmart.dev/skills/bl1nk42-dataset-curation (last updated 2026-10-24)