Supabase Development and Debugging
supabase/agent-skills
General Supabase skill for database, auth, Edge Functions, Realtime and storage work, plus client libraries, migrations, security audits, debugging and reading logs.
A skill your agent uses when writing or improving character image prompts — sheets, portraits, and reference images that stay consistent across scenes.
Install Character Consistency
$ npx skills add benjiyaya/Calliope --skill character-consistency -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install benjiyaya/Calliope character-consistency --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/benjiyaya/Calliope.git skills-src && mkdir -p .claude/skills && cp -r skills-src/calliope-backend/skills_builtin/character-consistency .claude/skills/character-consistency && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "character-consistency" agent skill from https://github.com/benjiyaya/Calliope/tree/main/calliope-backend/skills_builtin/character-consistency into .claude/skills/character-consistency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "character-consistency", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/benjiyaya/Calliope/tree/main/calliope-backend/skills_builtin/character-consistencyType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add benjiyaya/Calliope --skill character-consistency -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install benjiyaya/Calliope character-consistency --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjiyaya/Calliope.git skills-src && mkdir -p .agents/skills && cp -r skills-src/calliope-backend/skills_builtin/character-consistency .agents/skills/character-consistency && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "character-consistency" agent skill from https://github.com/benjiyaya/Calliope/tree/main/calliope-backend/skills_builtin/character-consistency into .agents/skills/character-consistency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "character-consistency", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add benjiyaya/Calliope --skill character-consistency -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install benjiyaya/Calliope character-consistency --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjiyaya/Calliope.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/calliope-backend/skills_builtin/character-consistency .cursor/skills/character-consistency && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "character-consistency" agent skill from https://github.com/benjiyaya/Calliope/tree/main/calliope-backend/skills_builtin/character-consistency into .cursor/skills/character-consistency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "character-consistency", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/benjiyaya/Calliope.git --path calliope-backend/skills_builtin/character-consistency--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add benjiyaya/Calliope --skill character-consistency -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install benjiyaya/Calliope character-consistency --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjiyaya/Calliope.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/calliope-backend/skills_builtin/character-consistency .gemini/skills/character-consistency && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "character-consistency" agent skill from https://github.com/benjiyaya/Calliope/tree/main/calliope-backend/skills_builtin/character-consistency into .gemini/skills/character-consistency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "character-consistency", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install benjiyaya/Calliope character-consistencyInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add benjiyaya/Calliope --skill character-consistency -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/benjiyaya/Calliope.git skills-src && mkdir -p .github/skills && cp -r skills-src/calliope-backend/skills_builtin/character-consistency .github/skills/character-consistency && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "character-consistency" agent skill from https://github.com/benjiyaya/Calliope/tree/main/calliope-backend/skills_builtin/character-consistency into .github/skills/character-consistency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "character-consistency", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add benjiyaya/Calliope --skill character-consistency -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install benjiyaya/Calliope character-consistency --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benjiyaya/Calliope.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/calliope-backend/skills_builtin/character-consistency .opencode/skills/character-consistency && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "character-consistency" agent skill from https://github.com/benjiyaya/Calliope/tree/main/calliope-backend/skills_builtin/character-consistency into .opencode/skills/character-consistency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "character-consistency", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
character-consistency- GitHub stars
- 242
- Token cost
- ~510 tokens
- SKILL.md length
- 251 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when writing or improving character image prompts — sheets, portraits, and reference images that stay consistent across scenes.
- Works in 5 steps: Anchor identity with stable traits… → One signature detail that disambiguates… → Clothing described as a set, not a list… → …
- Improving character image prompts — sheets
- SKILL.md covers Overview, When to Use, Prompt Patterns and When Drift Happens
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Character Consistency is an agent skill from benjiyaya/Calliope. Use when writing or improving character image prompts — sheets, portraits, and reference images that stay consistent across scenes.
Its SKILL.md is about 510 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Backend & APIs. It works with ComfyUI and SvelteKit. The repository describes itself as: Local-first AI Idea-to-video studio — FastAPI + SvelteKit + ComfyUI. The licence is MIT.
When your agent uses it
- Improving character image prompts — sheets
- Reference images that stay consistent across scenes
Example prompts
- “/character-consistency”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Anchor identity with stable traits first: age range, build, hair color
- One signature detail that disambiguates this character from every other
- Clothing described as a set, not a list — "a charcoal utility jacket
- Sheet intent in the prompt: for the reference image say "character
- Negative prompt discipline: put contradictions there (e.g. "multiple
What it can do on your machine
Read from SKILL.md and the folder at commit 0a75919. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Character Consistency loads about 510 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 251 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from benjiyaya/Calliope at commit 0a75919, republished under its MIT licence (© benjiyaya). 251 words, ~510 tokens.
Download SKILL.mdSave it as
.claude/skills/character-consistency/SKILL.md (or your agent's skills folder).- name
- character-consistency
- description
- Use when writing or improving character image prompts — sheets, portraits, and reference images that stay consistent across scenes.
- version
- 1.0.0
- license
- MIT
- metadata.author
- Calliope
- metadata.tags
- characters, image, prompts, consistency
Character Consistency
Overview
Pattern guide for the character Image prompt field (Assets) — the prompt that generates the reference sheet all scene videos will reuse. Consistency is decided here, not at video time.
When to Use
- Creating a character whose look must hold across many scenes
- A generated sheet drifted (hair/clothing changes between generations)
- The user describes a character loosely and needs the prompt firmed up
Prompt Patterns
- Anchor identity with stable traits first: age range, build, hair color and style, eye color, skin tone. These go early — image models weight leading tokens heavily.
- One signature detail that disambiguates this character from every other in the project ("a faded scar across the left eyebrow", "always wears a broken wristwatch"). Reuse the exact wording in every scene prompt.
- Clothing described as a set, not a list — "a charcoal utility jacket over a bone-white shirt, sleeves pushed to the forearm" beats five comma-separated adjectives.
- Sheet intent in the prompt: for the reference image say "character reference sheet, front and side view, neutral pose, plain background" — scenes want the identity, not the dramatic lighting.
- Negative prompt discipline: put contradictions there (e.g. "multiple people, text, watermark"), not style preferences you haven't stated positively.
When Drift Happens
- Compare the drifted artifact with the sheet: if the sheet is ambiguous ("long hair" → curly vs straight), fix the sheet prompt and regenerate the reference — scene prompts inherit the fix.
- If only one scene drifted, edit that scene's prompt instead (usually a paraphrased identity phrase).
© benjiyaya, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in calliope-backend/skills_builtin/character-consistency of benjiyaya/Calliope.
Open the folder on GitHubat commit 0a75919
Compare with similar skills
Character Consistency next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Character Consistency this skillbenjiyaya/Calliope | 242 | — | ~510 | Automated safety check: Pass | MIT | |
| Supabase Development and Debuggingsupabase/agent-skills | 2.7k | 3 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Sanity Best Practicessanity-io/agent-toolkit | 188 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Review Logging Patternsactivepieces/activepieces | 25k | — | ~8.2k | Automated safety check: Pass | MIT | |
| Comfyui Gatewaysickn33/agentic-awesome-skills | 47k | 2 repos | ~3.8k | Automated safety check: Notes | MIT | |
| Framework Adaptershashgraph-online/awesome-codex-plugins | 1.3k | — | ~2.9k | Automated safety check: Notes | Apache-2.0 |
Similar skills
- Official
- Official
Sanity Best Practices
sanity-io/agent-toolkit
Sanity development best practices for schema design, GROQ queries, TypeGen, Visual Editing, images, Portable Text, Studio structure, localization, migrations, Sanity Functions, webhooks, Blueprints…
Review Logging Patterns
activepieces/activepieces
Review code for logging patterns and suggest evlog adoption.
Comfyui Gateway
sickn33/agentic-awesome-skills
REST API gateway for ComfyUI servers. An agent skill from sickn33/agentic-awesome-skills.
Framework Adapters
hashgraph-online/awesome-codex-plugins
Official @dodopayments/ framework adapters that mount Checkout, CustomerPortal, and Webhooks route handlers.
- Official
Turnstile Spin
cloudflare/skills
Set up, repair, or migrate to Cloudflare Turnstile bot verification in an existing frontend and backend, including server-side Siteverify.
More from benjiyaya/Calliope
Shot Composer Blockout
benjiyaya/Calliope
A skill your agent uses when the user asks to build, pose, frame, or ANIMATE a 3D scene in Build Scene — characters, primitives, shot framing, keyframe motion, or exporting a blockout as a…
Calliope
benjiyaya/Calliope
Write finished Calliope story content — beats, cast, screenplay scenes, shot clips, continuity requirements — into an existing Calliope project through the calliope-cli bridge.
Scene To Video
benjiyaya/Calliope
A skill your agent uses when turning a Calliope scene into a video job — chaining from a previous clip, ordering reference images, or picking duration settings.
H3 Video Prompt Enhancer
benjiyaya/Calliope
A skill your agent uses when making MiniMax H3 video prompts from media + ideas.
Related
Categories
Questions about Character Consistency
What does Character Consistency do?
A skill your agent uses when writing or improving character image prompts — sheets, portraits, and reference images that stay consistent across scenes. Character Consistency is an agent skill from benjiyaya/Calliope. Use when writing or improving character image prompts — sheets, portraits, and reference images that stay consistent across scenes.
When should I use Character Consistency?
Character Consistency fits situations like: improving character image prompts — sheets; reference images that stay consistent across scenes.
How do I install Character Consistency in Claude Code?
Run `npx skills add benjiyaya/Calliope --skill character-consistency -a claude-code`. Or copy the skill folder (calliope-backend/skills_builtin/character-consistency in benjiyaya/Calliope) into .claude/skills/character-consistency in your project. Claude Code loads it when a task matches its description.
How do I install Character Consistency in Codex?
Run `npx skills add benjiyaya/Calliope --skill character-consistency -a codex`. Or copy the skill folder (calliope-backend/skills_builtin/character-consistency in benjiyaya/Calliope) into .agents/skills/character-consistency in your project. Codex loads it when a task matches its description.
Can I use Character Consistency in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add benjiyaya/Calliope --skill character-consistency -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/character-consistency, .gemini/skills/character-consistency, .github/skills/character-consistency and .opencode/skills/character-consistency in your project.
What does Character Consistency need to run?
SKILL.md names no scripts, command-line tools or credentials: Character Consistency is instructions for the agent only.
Does Character Consistency access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Character Consistency safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Character Consistency use?
Character Consistency is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Character Consistency use?
About 510 tokens (SKILL.md is roughly 2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Character Consistency?
Skills that share tags, products or a category with Character Consistency: Supabase Development and Debugging (supabase/agent-skills, 2.7k stars), Sanity Best Practices (sanity-io/agent-toolkit, 188 stars), Review Logging Patterns (activepieces/activepieces, 25k stars) and Comfyui Gateway (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Character Consistency?
benjiyaya (a GitHub user) maintains it in benjiyaya/Calliope, which has 242 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 7, 2026.
Source: benjiyaya/Calliope on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.