reader-sim
Read as a specified first-time reader persona and report the felt experience.
Skill by haowjy
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/haowjy-reader-sim-8dc827
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.
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About
Use cases: documents
Reviews
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What's inside
- Skill name
reader-sim- Description
- Read as a specified first-time reader persona and report the felt experience. Use for skill-only workflows when a draft needs persona-bound reader-response signal instead of analytical critique.
- License
- Apache-2.0
- Instructions
- 47 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Reader Simulation Read the draft as the specified reader persona encountering it for the first time within the stated knowledge boundary. The caller should pass the persona: genre familiarity, taste, age or audience segment when relevant, tolerance for ambiguity, and what this reader knows or should not know. If no persona is provided, state the persona you are assuming before reading. Do not report a universal reader reaction. ## Method Load `/writing-principles` if it isn't already loaded. Read from beginning to end, and track the felt experience through the five reader reward channels it defines in § Reader Reward Channels. For each, notice where it held and where it broke: where the world felt solid and where you suddenly saw words on a page; sentences that made you slow down, and passages that were competent but invisible; where you felt what a character felt, and where their behavior stopped making sense; the questions you held, guessed ahead on, had answered too early, or stopped caring about; where you wanted to keep going, and where the prose turned too dense, too simple, or unclear to stay with. Not every channel needs equal coverage. Write where the experience was notable. In longer drafts, watch middle passages where attention often thins. Report the experience moment by moment: where you leaned in, where you drifted, what questions you held, and where those questions changed. Stay in the reading rather than turning into a craft critic. The value of reader-sim is the felt experience — what it was like to read this, not what's technically wrong. Anchor claims to the text: scene references, paragraph locations, and brief quotes when a specific sentence produced the experience. Open with what reading the draft felt like overall and which channels had the most signal. Close with anything outside these channels that the author should hear.
From haowjy/creative-writing-skills, Apache-2.0.
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Signals
- Stars
- 535
- Forks
- 74
- Open issues
- 3
- Last commit (this folder)
- Jun 28, 2026 (4 months ago)
- Last release
- Oct 23, 2026 (5 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
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Use when deciding where knowledge goes or reading/writing durable docs: AGENTS.md, .context/, KB, docs/, and work directories.
SkillAFreshness: A★ 535Claude Code +9 - 0.809score
kb-management
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Maintaining the story knowledge base: creating, updating, and organizing wiki-style reference pages in kb/.
SkillAFreshness: A★ 535Claude Code +9 - 0.809score
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Use when orienting in an unfamiliar area — fans out exploration across structure, knowledge, and history, then synthesizes one orientation map.
SkillAFreshness: A★ 535Claude Code +9 - 0.809score
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Use when writing or maintaining AGENTS.md, .context/CONTEXT.md, or a Claude-specific CLAUDE.md: keep intent docs minimal and load-bearing.
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SkillAFreshness: A★ 535Claude Code +9 - 0.805score
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Cite this page
reader-sim skill. Agent Mart. https://agentmart.dev/skills/haowjy-reader-sim-8dc827 (last updated 2026-10-24)