Story Multi-Perspective Review
zenstory-ai/oh-story-claudecode
Reviews Chinese web-novel text with several reviewer agents in parallel, falling back to a single-agent pass, and reports structure, character, prose and setting problems with fixes.
Applies the strategic thinking of Kiran Mazumdar-Shaw, founder of Biocon and pioneering Indian biopharmaceutical entrepreneur.
Install Kiran Mazumdar Shaw
$ npx skills add K-Dense-AI/mimeographs --skill kiran-mazumdar-shaw -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install K-Dense-AI/mimeographs kiran-mazumdar-shaw --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/K-Dense-AI/mimeographs.git skills-src && mkdir -p .claude/skills && cp -r skills-src/mimeographs/kiran-mazumdar-shaw .claude/skills/kiran-mazumdar-shaw && 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 "kiran-mazumdar-shaw" agent skill from https://github.com/K-Dense-AI/mimeographs/tree/main/mimeographs/kiran-mazumdar-shaw into .claude/skills/kiran-mazumdar-shaw/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kiran-mazumdar-shaw", 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/K-Dense-AI/mimeographs/tree/main/mimeographs/kiran-mazumdar-shawType 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 K-Dense-AI/mimeographs --skill kiran-mazumdar-shaw -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install K-Dense-AI/mimeographs kiran-mazumdar-shaw --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/K-Dense-AI/mimeographs.git skills-src && mkdir -p .agents/skills && cp -r skills-src/mimeographs/kiran-mazumdar-shaw .agents/skills/kiran-mazumdar-shaw && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "kiran-mazumdar-shaw" agent skill from https://github.com/K-Dense-AI/mimeographs/tree/main/mimeographs/kiran-mazumdar-shaw into .agents/skills/kiran-mazumdar-shaw/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kiran-mazumdar-shaw", 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 K-Dense-AI/mimeographs --skill kiran-mazumdar-shaw -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install K-Dense-AI/mimeographs kiran-mazumdar-shaw --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/K-Dense-AI/mimeographs.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/mimeographs/kiran-mazumdar-shaw .cursor/skills/kiran-mazumdar-shaw && 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 "kiran-mazumdar-shaw" agent skill from https://github.com/K-Dense-AI/mimeographs/tree/main/mimeographs/kiran-mazumdar-shaw into .cursor/skills/kiran-mazumdar-shaw/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kiran-mazumdar-shaw", 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/K-Dense-AI/mimeographs.git --path mimeographs/kiran-mazumdar-shaw--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 K-Dense-AI/mimeographs --skill kiran-mazumdar-shaw -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install K-Dense-AI/mimeographs kiran-mazumdar-shaw --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/K-Dense-AI/mimeographs.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/mimeographs/kiran-mazumdar-shaw .gemini/skills/kiran-mazumdar-shaw && 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 "kiran-mazumdar-shaw" agent skill from https://github.com/K-Dense-AI/mimeographs/tree/main/mimeographs/kiran-mazumdar-shaw into .gemini/skills/kiran-mazumdar-shaw/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kiran-mazumdar-shaw", 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 K-Dense-AI/mimeographs kiran-mazumdar-shawInstalls 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 K-Dense-AI/mimeographs --skill kiran-mazumdar-shaw -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/K-Dense-AI/mimeographs.git skills-src && mkdir -p .github/skills && cp -r skills-src/mimeographs/kiran-mazumdar-shaw .github/skills/kiran-mazumdar-shaw && 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 "kiran-mazumdar-shaw" agent skill from https://github.com/K-Dense-AI/mimeographs/tree/main/mimeographs/kiran-mazumdar-shaw into .github/skills/kiran-mazumdar-shaw/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kiran-mazumdar-shaw", 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 K-Dense-AI/mimeographs --skill kiran-mazumdar-shaw -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install K-Dense-AI/mimeographs kiran-mazumdar-shaw --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/K-Dense-AI/mimeographs.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/mimeographs/kiran-mazumdar-shaw .opencode/skills/kiran-mazumdar-shaw && 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 "kiran-mazumdar-shaw" agent skill from https://github.com/K-Dense-AI/mimeographs/tree/main/mimeographs/kiran-mazumdar-shaw into .opencode/skills/kiran-mazumdar-shaw/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kiran-mazumdar-shaw", 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
kiran-mazumdar-shaw- GitHub stars
- 129
- Token cost
- ~1.6k tokens
- SKILL.md length
- 777 words
- Files
- 72 (incl. references)
- Skills in repo
- 60
- Repo updated
- First seen
- Licence
- MIT
At a glance
Applies the strategic thinking of Kiran Mazumdar-Shaw, founder of Biocon and pioneering Indian biopharmaceutical entrepreneur.
- Works in 4 steps: Invest small amounts in "experimental… → Invest more heavily in "incremental" and… → Scale up investments significantly when… → …
- You are advising on biotech startups
- SKILL.md covers Core principles, How Kiran Mazumdar-Shaw reasons, Applying the frameworks and Anti-patterns she pushes against, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Kiran Mazumdar Shaw is an agent skill from K-Dense-AI/mimeographs. Applies the strategic thinking of Kiran Mazumdar-Shaw, founder of Biocon and pioneering Indian biopharmaceutical entrepreneur. Use this skill whenever you are advising on biotech startups, R&D innovation, global scaling, purpose-driven business, or navigating regulatory uncertainty. Trigger this skill when discussing affordable healthcare, balancing risk in long-gestation industries, breaking glass ceilings through credible success, or evaluating biotech sovereignty and AI. Reach for this skill even if the user…
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 74 other files, including reference files (for example `AGENTS.md`, `_workspace/agents_output.e584bd6c.json` and `_workspace/clustered_corpus.e584bd6c.json`).
It sits in Writing & Content, covering Creative writing and fiction. The repository describes itself as: Ready-to-use agent skills that clone the thinking of founders, philosophers, and scientists into your agent. Generated with K-Dense-AI/mimeo. The licence is MIT.
When your agent uses it
- You are advising on biotech startups
- Purpose-driven business
- Navigating regulatory uncertainty
- This skill when discussing affordable healthcare
Example prompts
- “Use the kiran-mazumdar-shaw skill to apply the strategic thinking of Kiran Mazumdar-Shaw, founder of Biocon and pioneering Indian biopharmaceutical…”
- “/kiran-mazumdar-shaw”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Invest small amounts in "experimental innovation" (high risk).
- Invest more heavily in "incremental" and "evolutionary innovation" (lower risk).
- Scale up investments significantly when experimental innovations reach the "breakthrough" phase.
- Periodically unlock the pipeline to create value.
What it can do on your machine
Read from SKILL.md and the folder at commit a38f5fc. 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
Kiran Mazumdar Shaw loads about 1.6k tokens when it runs, and up to ~6.6k if it reads all its reference files. Until then it costs about 167 tokens; SKILL.md has 777 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 K-Dense-AI/mimeographs at commit a38f5fc, republished under its MIT licence (© K-Dense-AI). 777 words, ~1,608 tokens.
Download SKILL.mdSave it as
.claude/skills/kiran-mazumdar-shaw/SKILL.md (or your agent's skills folder). This skill also uses 71 other files; get the full folder from GitHub.- name
- kiran-mazumdar-shaw
- description
- Applies the strategic thinking of Kiran Mazumdar-Shaw, founder of Biocon and pioneering Indian biopharmaceutical entrepreneur. Use this skill whenever you are advising on biotech startups, R&D innovation, global scaling, purpose-driven business, or navigating regulatory uncertainty. Trigger this skill when discussing affordable healthcare, balancing risk in long-gestation industries, breaking glass ceilings through credible success, or evaluating biotech sovereignty and AI. Reach for this skill even if the user doesn't name her, especially when they face career trade-offs, funding novel scientific ideas, or scaling manufacturing globally.
Thinking like Kiran Mazumdar-Shaw
Kiran Mazumdar-Shaw is the founder of Biocon and a pioneering Indian biopharmaceutical entrepreneur. Her thinking is defined by the intersection of rigorous science, global scale, and "compassionate capitalism." She views business not merely as a vehicle for wealth creation, but as a mechanism to solve profound societal problems—most notably, making lifesaving healthcare globally affordable.
Her reasoning shape is distinct for its patience and appetite for risk. Unlike digital tech leaders who expect rapid iteration, she operates in the "business of science," where gestation periods span decades. She approaches strategy by looking for high-risk, high-reward niches, leveraging what is available, and trusting that if you "follow the science," regulations and success will follow.
Reach for this skill whenever you're advising on long-term R&D investments, scaling a business globally from an emerging market, navigating regulatory ambiguity, or building a purpose-driven enterprise.
Core principles
- Purpose-Driven Business: Business must be led with a strong sense of purpose beyond just making money, because wealth creation should fundamentally be about making a difference to society.
- Affordable Innovation: Innovation must be coupled with affordability to ensure lifesaving medicines reach millions globally, leveraging economies of scale to lower costs.
- Differentiation Over Imitation: True innovation requires doing different things and doing things differently; focus on high-risk, high-reward opportunities where fewer people are willing to compete.
- Global Scale and Competitiveness: Do not limit your vision to emerging markets; pursue global opportunities and build the scale necessary to compete worldwide.
- Follow the Science: Grounding your strategy in solid science is the best way to navigate regulatory and business risks, because regulations will eventually align with scientific truth.
For detailed rationale and quotes, see references/principles.md.
How Kiran Mazumdar-Shaw reasons
When evaluating a business or scientific opportunity, Mazumdar-Shaw first asks: Does this solve a real societal problem, and can we do it at a scale that makes it affordable? She emphasizes long-term value creation through continuous innovation rather than just capturing market share through volume. She dismisses "me-too" strategies and short-term profit maximization.
Her thinking is heavily influenced by Compassionate Capitalism—using the efficiency and scale of business to solve social problems—and Biotech Sovereignty, the belief that national power and global infrastructure will soon be defined by the convergence of biology and AI. She also views her own journey through the lens of the Accidental Entrepreneur, someone who builds a business to overcome external barriers and learns voraciously along the way.
For a deeper dive into her cognitive lenses, see references/mental-models.md.
Applying the frameworks
Four Buckets of Innovation
Use when balancing R&D investments across different risk profiles.
- Invest small amounts in "experimental innovation" (high risk).
- Invest more heavily in "incremental" and "evolutionary innovation" (lower risk).
- Scale up investments significantly when experimental innovations reach the "breakthrough" phase.
- Periodically unlock the pipeline to create value.
Show full SKILL.md (310 more words)Show less
Phases of Entrepreneurial Evolution
Use when mapping the timeline for building and scaling a technology-driven enterprise over decades.
- Survival/Learning Phase (Years 1-10): Focus on learning and commercializing core technologies.
- Leveraging Phase (Years 11-20): Leverage proven technologies to build scale.
- Transformational Phase: Use critical mass to change the business model entirely.
- Brand Equity Phase: Build brand equity on the transformed foundation.
For her full catalog of strategic models, see references/frameworks.md.
Anti-patterns she pushes against
- Starting solely for money: If profit is the only motive, you will eventually lose your sense of purpose and fail to retain engaged employees.
- Being a "me-too" entrepreneur: Copying existing models without differentiation prevents you from establishing a hard-to-overtake leadership position.
- Limiting vision to emerging markets: Avoiding advanced global markets devalues the organization and limits true potential.
- Striving for a 50/50 work-life balance: The obligations of leadership are too massive for an equal split; balance is achieved through ruthless daily prioritization instead.
- Over-relying on mentors: Constantly asking mentors what to do next defeats the purpose of entrepreneurship, which requires independent problem-solving.
How to use this skill in conversation
When the user is facing a situation involving long-term strategic investments, regulatory uncertainty, or scaling a purpose-driven business, surface the relevant principle or framework by name. For example, if a user is worried about pending regulations for a new biotech product, advise them to "Follow the Science," explaining that Kiran Mazumdar-Shaw advocates that sound science will eventually lead regulatory guidelines.
If a user is struggling with work-life balance as a founder, introduce her concept of daily prioritization over a static 50/50 split. Apply her frameworks directly to the user's context and cite where the idea comes from (e.g., "Kiran Mazumdar-Shaw calls this Compassionate Capitalism"). Avoid impersonation—do not pretend to be her, but channel her patience, scientific rigor, and global ambition to guide the user's decisions.
© K-Dense-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 71 other files (references) in mimeographs/kiran-mazumdar-shaw of K-Dense-AI/mimeographs.
- SKILL.md
- AGENTS.md
- _workspace/agents_output.e584bd6c.json
- _workspace/clustered_corpus.e584bd6c.json
- _workspace/discovery/books.json
- _workspace/discovery/essays.json
- _workspace/discovery/frameworks.json
- _workspace/discovery/interviews.json
- _workspace/discovery/letters.json
- _workspace/discovery/papers.json
- _workspace/discovery/podcasts.json
- _workspace/discovery/ranked_sources.e584bd6c.json
- _workspace/discovery/talks.json
- _workspace/distilled/src_002.e584bd6c.json
- _workspace/distilled/src_004.e584bd6c.json
- _workspace/distilled/src_005.e584bd6c.json
- _workspace/distilled/src_006.e584bd6c.json
- _workspace/distilled/src_008.e584bd6c.json
- … and 54 more
Open the folder on GitHubat commit a38f5fc
Compare with similar skills
Kiran Mazumdar Shaw 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 |
|---|---|---|---|---|---|---|
| Kiran Mazumdar Shaw this skillK-Dense-AI/mimeographs | 129 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Story Multi-Perspective Reviewzenstory-ai/oh-story-claudecode | 7.4k | 3 repos | ~3k | Automated safety check: Pass | MIT | |
| Short Web Fiction Trend Scanzenstory-ai/oh-story-claudecode | 7.4k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | |
| InkOS Creative HarnessNarcooo/inkos | 10k | 1 repos | ~1.1k | Automated safety check: Pass | AGPL-3.0 | |
| Novel Arteternityspring/shuohao-skills | 4.3k | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | |
| SepiaNanako0129/sepia | 3.1k | — | ~3.6k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Kiran Mazumdar Shaw
What does Kiran Mazumdar Shaw do?
Applies the strategic thinking of Kiran Mazumdar-Shaw, founder of Biocon and pioneering Indian biopharmaceutical entrepreneur. Kiran Mazumdar Shaw is an agent skill from K-Dense-AI/mimeographs. Applies the strategic thinking of Kiran Mazumdar-Shaw, founder of Biocon and pioneering Indian biopharmaceutical entrepreneur.
When should I use Kiran Mazumdar Shaw?
Kiran Mazumdar Shaw fits situations like: you are advising on biotech startups; purpose-driven business; navigating regulatory uncertainty; this skill when discussing affordable healthcare.
How do I install Kiran Mazumdar Shaw in Claude Code?
Run `npx skills add K-Dense-AI/mimeographs --skill kiran-mazumdar-shaw -a claude-code`. Or copy the skill folder (mimeographs/kiran-mazumdar-shaw in K-Dense-AI/mimeographs) into .claude/skills/kiran-mazumdar-shaw in your project. Claude Code loads it when a task matches its description.
How do I install Kiran Mazumdar Shaw in Codex?
Run `npx skills add K-Dense-AI/mimeographs --skill kiran-mazumdar-shaw -a codex`. Or copy the skill folder (mimeographs/kiran-mazumdar-shaw in K-Dense-AI/mimeographs) into .agents/skills/kiran-mazumdar-shaw in your project. Codex loads it when a task matches its description.
Can I use Kiran Mazumdar Shaw 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 K-Dense-AI/mimeographs --skill kiran-mazumdar-shaw -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kiran-mazumdar-shaw, .gemini/skills/kiran-mazumdar-shaw, .github/skills/kiran-mazumdar-shaw and .opencode/skills/kiran-mazumdar-shaw in your project.
What does Kiran Mazumdar Shaw need to run?
SKILL.md names no scripts, command-line tools or credentials: Kiran Mazumdar Shaw is instructions for the agent only.
Does Kiran Mazumdar Shaw 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 Kiran Mazumdar Shaw 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 Kiran Mazumdar Shaw use?
Kiran Mazumdar Shaw 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 Kiran Mazumdar Shaw use?
About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5k tokens, read only when the agent opens those files.
What are the alternatives to Kiran Mazumdar Shaw?
Skills that share tags, products or a category with Kiran Mazumdar Shaw: Story Multi-Perspective Review (zenstory-ai/oh-story-claudecode, 7.4k stars), Short Web Fiction Trend Scan (zenstory-ai/oh-story-claudecode, 7.4k stars), InkOS Creative Harness (Narcooo/inkos, 10k stars) and Novel Art (eternityspring/shuohao-skills, 4.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Kiran Mazumdar Shaw?
K-Dense-AI (a GitHub organization) maintains it in K-Dense-AI/mimeographs, which has 129 GitHub stars. The repository holds 60 skills in this directory. The repository was last updated on August 18, 2026.
Source: K-Dense-AI/mimeographs on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.