Guizang Social Cards
op7418/guizang-social-card-skill
Produces social card sets for Xiaohongshu and WeChat: carousels, Live Photo motion cards and puzzle layouts, and WeChat cover pairs, rendered from single-file HTML.
AI-assisted sensitivity review for representation, cultural accuracy, and potential reader concerns
Install Sensitivity Reader
$ npx skills add Ckokoski/AuthorAgent --skill sensitivity-reader -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Ckokoski/AuthorAgent sensitivity-reader --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/Ckokoski/AuthorAgent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/_archived/premium/sensitivity-reader .claude/skills/sensitivity-reader && 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 "sensitivity-reader" agent skill from https://github.com/Ckokoski/AuthorAgent/tree/main/skills/_archived/premium/sensitivity-reader into .claude/skills/sensitivity-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-reader", 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/Ckokoski/AuthorAgent/tree/main/skills/_archived/premium/sensitivity-readerType 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 Ckokoski/AuthorAgent --skill sensitivity-reader -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Ckokoski/AuthorAgent sensitivity-reader --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ckokoski/AuthorAgent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/_archived/premium/sensitivity-reader .agents/skills/sensitivity-reader && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sensitivity-reader" agent skill from https://github.com/Ckokoski/AuthorAgent/tree/main/skills/_archived/premium/sensitivity-reader into .agents/skills/sensitivity-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-reader", 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 Ckokoski/AuthorAgent --skill sensitivity-reader -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Ckokoski/AuthorAgent sensitivity-reader --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ckokoski/AuthorAgent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/_archived/premium/sensitivity-reader .cursor/skills/sensitivity-reader && 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 "sensitivity-reader" agent skill from https://github.com/Ckokoski/AuthorAgent/tree/main/skills/_archived/premium/sensitivity-reader into .cursor/skills/sensitivity-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-reader", 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/Ckokoski/AuthorAgent.git --path skills/_archived/premium/sensitivity-reader--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 Ckokoski/AuthorAgent --skill sensitivity-reader -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Ckokoski/AuthorAgent sensitivity-reader --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ckokoski/AuthorAgent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/_archived/premium/sensitivity-reader .gemini/skills/sensitivity-reader && 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 "sensitivity-reader" agent skill from https://github.com/Ckokoski/AuthorAgent/tree/main/skills/_archived/premium/sensitivity-reader into .gemini/skills/sensitivity-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-reader", 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 Ckokoski/AuthorAgent sensitivity-readerInstalls 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 Ckokoski/AuthorAgent --skill sensitivity-reader -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Ckokoski/AuthorAgent.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/_archived/premium/sensitivity-reader .github/skills/sensitivity-reader && 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 "sensitivity-reader" agent skill from https://github.com/Ckokoski/AuthorAgent/tree/main/skills/_archived/premium/sensitivity-reader into .github/skills/sensitivity-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-reader", 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 Ckokoski/AuthorAgent --skill sensitivity-reader -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Ckokoski/AuthorAgent sensitivity-reader --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ckokoski/AuthorAgent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/_archived/premium/sensitivity-reader .opencode/skills/sensitivity-reader && 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 "sensitivity-reader" agent skill from https://github.com/Ckokoski/AuthorAgent/tree/main/skills/_archived/premium/sensitivity-reader into .opencode/skills/sensitivity-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sensitivity-reader", 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
sensitivity-reader- GitHub stars
- 122
- Token cost
- ~1.6k tokens
- SKILL.md length
- 471 words
- Files
- 1
- Skills in repo
- 23
- Repo updated
- First seen
- Licence
- MIT
At a glance
AI-assisted sensitivity review for representation, cultural accuracy, and potential reader concerns
- Media & Creative work in your project
- SKILL.md covers Important Disclaimer, What It Catches, Report Format and Review Modes, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Sensitivity Reader is an agent skill from Ckokoski/AuthorAgent. AI-assisted sensitivity review for representation, cultural accuracy, and potential reader concerns
Its SKILL.md is about 1.6k 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 Media & Creative. The repository describes itself as: The Autonomous AI Writing Agent — a secure, author-focused AI for fiction and nonfiction authors (Planning, Revision, Promotion, and more). The licence is MIT.
When your agent uses it
- Media & Creative work in your project
Example prompts
- “/sensitivity-reader”
What it can do on your machine
Read from SKILL.md and the folder at commit 47e9570. 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
Sensitivity Reader loads about 1.6k tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 471 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 Ckokoski/AuthorAgent at commit 47e9570, republished under its MIT licence (© Ckokoski). 471 words, ~1,628 tokens.
Download SKILL.mdSave it as
.claude/skills/sensitivity-reader/SKILL.md (or your agent's skills folder).- name
- sensitivity-reader
- description
- AI-assisted sensitivity review for representation, cultural accuracy, and potential reader concerns
- author
- Writing Secrets
- version
- 1.0.0
- triggers
- sensitivity read, sensitivity review, sensitivity check, representation check, cultural review, bias check, inclusive review, sensitivity reader
- permissions
- file:read, file:write
Sensitivity Reader — Premium Skill
AI-assisted sensitivity review that flags potential representation issues, cultural inaccuracies, stereotypes, and reader-concern areas before publication. Not a replacement for human sensitivity readers — but a powerful first pass that catches the obvious issues and helps you ask the right questions.
Important Disclaimer
This tool is an AI assistant, not a cultural authority. It can identify patterns and flag potential concerns, but it cannot fully replicate the lived experience of a human sensitivity reader. For published works, we strongly recommend also working with human readers from relevant communities.
What It Catches
Representation Patterns
- Stereotyping — Characters reduced to cultural/racial/gender tropes
- Token representation — Single diverse character without depth
- White savior patterns — Majority-group character "saving" minority characters
- Magical minority — Diverse characters existing only to help the protagonist
- Disability as metaphor — Using disability symbolically rather than realistically
- Bury your gays — LGBTQ+ characters disproportionately killed or punished
Language & Terminology
- Outdated or offensive terminology (with current alternatives)
- Microaggressions in dialogue (flagged with context — sometimes intentional for character)
- Slurs and reclaimed language (flagged with usage guidance)
- Gendered language patterns
- Ableist language in narration vs. dialogue
Cultural Accuracy
- Religious practices and terminology
- Cultural customs and traditions
- Food, clothing, and daily life details
- Historical accuracy for period pieces
- Language and dialect representation
- Name accuracy for cultural background
Power Dynamics
- Workplace/authority dynamics
- Age-gap relationships (flagged, not judged)
- Consent in romantic/intimate scenes
- Economic disparity portrayal
- Institutional power representation
Report Format
Sensitivity Review: "The Silent Hour"
Chapters Reviewed: 1-25 (Full Manuscript)
Review Date: 2026-02-24
══════════════════════════════════════
SUMMARY
══════════════════════════════════════
Flags Found: 14
High Priority: 2
Medium: 7
Low/Note: 5
Overall Assessment: Generally thoughtful representation with
a few areas that would benefit from a second look.
══════════════════════════════════════
HIGH PRIORITY
══════════════════════════════════════
[FLAG H-1] Chapter 8, Page 112
Category: Cultural Accuracy
"She performed the ceremony exactly as her grandmother taught
her, burning sage in a clay bowl."
Issue: Sage burning (smudging) is a sacred practice in specific
Indigenous cultures. The character (Maria, Mexican-American) may
not practice smudging — this may conflate distinct cultural
traditions.
Suggestion: Research whether this aligns with the character's
specific cultural background. Consider consulting with someone
from the relevant tradition. If the character uses copal or
another culturally specific incense, that may be more accurate.
Author Decision: [ ] Keep as-is [ ] Revise [ ] Research more
──────────────────────────────────────
[FLAG H-2] Chapter 14, Page 201
Category: Representation Pattern
"James, the only Black character, dies protecting Elena in
the warehouse scene."
Issue: This follows the "sacrificial minority" trope where a
character of color dies to advance the white protagonist's
story arc.
Suggestion: Consider whether James's death serves HIS arc or
only Elena's. Could he survive? If the death is essential,
ensure James has his own complete character arc and motivations
beyond helping Elena.
Author Decision: [ ] Keep as-is [ ] Revise [ ] Research more
══════════════════════════════════════
MEDIUM FLAGS
══════════════════════════════════════
[FLAG M-1] through [FLAG M-7] ...
(Each with: location, category, quoted text, issue, suggestion)
══════════════════════════════════════
LOW / NOTES
══════════════════════════════════════
[NOTE L-1] through [NOTE L-5] ...
(Informational flags — not problems, just areas to be aware of)Review Modes
Full Manuscript Review
- Scans entire manuscript
- Cross-references character descriptions and arcs
- Identifies patterns that only emerge across the full book
- Generates comprehensive report
Chapter-by-Chapter
- Quick review of individual chapters
- Useful during drafting/revision
- Faster turnaround, focused feedback
Show full SKILL.md (201 more words)Show less
Character Audit
- Deep dive on a single character's representation
- Tracks how they're described, what they do, how others treat them
- Identifies if their arc relies on stereotypes
- Compares their depth/agency to other characters
Dialogue Check
- Reviews all dialogue for a character or group
- Checks for authenticity vs. stereotype
- Flags dialect/accent writing issues
- Verifies terminology accuracy
Smart Context
The tool understands nuance:
- A villain using offensive language may be intentional characterization
- Period pieces may contain historically accurate but offensive language
- Own voices work has different considerations than outside perspectives
- Satire may intentionally employ stereotypes to critique them
When flagging, it distinguishes between:
- 🔴 Likely unintentional and harmful
- 🟡 Intentional but may still land poorly with readers
- 🟢 Noted for awareness — probably fine in context
Integration
- Works with Book Bible — uses character backgrounds for accurate flagging
- Works with Voice Profile — distinguishes author narration from character voice
- Works with Ghostwriter Pro — can review AI-generated scenes in real time
Commands
sensitivity review— Full manuscript sensitivity reviewsensitivity check [chapter]— Review a specific chaptercharacter audit [name]— Deep representation audit of one characterdialogue check [character]— Review all dialogue for a characterterminology check [term]— Check if a specific term is current/appropriatesensitivity report— Generate formal report for editor/agent
© Ckokoski, 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 skills/_archived/premium/sensitivity-reader of Ckokoski/AuthorAgent.
Open the folder on GitHubat commit 47e9570
Compare with similar skills
Sensitivity Reader 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 |
|---|---|---|---|---|---|---|
| Sensitivity Reader this skillCkokoski/AuthorAgent | 122 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Guizang Social Cardsop7418/guizang-social-card-skill | 7.4k | 1 repos | ~7.8k | Automated safety check: Pass | AGPL-3.0 | |
| Weekly Changelog Videoheygen-com/hyperframes | 59k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Anthropic Brand Stylinganthropics/skills | 180k | 30 repos | ~559 | Automated safety check: Pass | Apache-2.0 | |
| Native Subtitle Quote Imagechengyi-ai/native-subtitle-quote-image | 2.2k | 2 repos | ~1.8k | Automated safety check: Pass | MIT | |
| MoneyPrinterTurbo Video Generatorharry0703/MoneyPrinterTurbo | 129k | — | ~2.1k | Automated safety check: Warn | MIT |
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Related
Categories
Questions about Sensitivity Reader
What does Sensitivity Reader do?
AI-assisted sensitivity review for representation, cultural accuracy, and potential reader concerns. Sensitivity Reader is an agent skill from Ckokoski/AuthorAgent.
When should I use Sensitivity Reader?
Sensitivity Reader fits situations like: media & Creative work in your project.
How do I install Sensitivity Reader in Claude Code?
Run `npx skills add Ckokoski/AuthorAgent --skill sensitivity-reader -a claude-code`. Or copy the skill folder (skills/_archived/premium/sensitivity-reader in Ckokoski/AuthorAgent) into .claude/skills/sensitivity-reader in your project. Claude Code loads it when a task matches its description.
How do I install Sensitivity Reader in Codex?
Run `npx skills add Ckokoski/AuthorAgent --skill sensitivity-reader -a codex`. Or copy the skill folder (skills/_archived/premium/sensitivity-reader in Ckokoski/AuthorAgent) into .agents/skills/sensitivity-reader in your project. Codex loads it when a task matches its description.
Can I use Sensitivity Reader 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 Ckokoski/AuthorAgent --skill sensitivity-reader -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sensitivity-reader, .gemini/skills/sensitivity-reader, .github/skills/sensitivity-reader and .opencode/skills/sensitivity-reader in your project.
What does Sensitivity Reader need to run?
SKILL.md names no scripts, command-line tools or credentials: Sensitivity Reader is instructions for the agent only.
Does Sensitivity Reader 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 Sensitivity Reader 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 Sensitivity Reader use?
Sensitivity Reader is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Sensitivity Reader use?
About 1.6k tokens (SKILL.md is roughly 6.5k 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 Sensitivity Reader?
Skills that share tags, products or a category with Sensitivity Reader: Guizang Social Cards (op7418/guizang-social-card-skill, 7.4k stars), Weekly Changelog Video (heygen-com/hyperframes, 59k stars), Anthropic Brand Styling (anthropics/skills, 180k stars) and Native Subtitle Quote Image (chengyi-ai/native-subtitle-quote-image, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sensitivity Reader?
Ckokoski (a GitHub user) maintains it in Ckokoski/AuthorAgent, which has 122 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on July 11, 2026.
Source: Ckokoski/AuthorAgent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.