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arpitbbhayani/ape-skills
Skills for apes like us, so we can do our jobs better and make our lives easier.
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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ape-cli-terminal-experience/SKILL.md
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55GitHub stars
5stars in 7 days
9skills in this repository
4commits in 30 days
Heat
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Individual skills in this repository
- ape-cli-terminal-experience
ape-cli-terminal-experience - ape-commit
ape-commit - ape-design
ape-design - array-ui-review
ape-design-review - ape-present
ape-present - ape-quiz-me
ape-quiz-me - ape-style-markdown
ape-style-markdown - ape-write-paper
ape-write-paper - ape-write-pseudocode
ape-write-pseudocode
How it works
ape-cli-terminal-experience
When your agent uses it
Designs the terminal experience of a CLI app the way Claude Code does it -- palette, status glyphs, spinners, progress narration, prompts, confirmations, listings, key hints, and full-screen TUI views. Trigger on "ape cli terminal experience", or whenever the task involves printing to a terminal from a CLI: adding or restyling output, adding a spinner or progress indicator, writing a prompt or confirmation, building a TUI, choosing exit codes, or deciding stdout vs stderr. Also trigger on casual phrasings like "make the output nicer", "add colour", "this CLI looks ugly". Read this before writing the first line of output code.
What it loads into context
Frontmatter
157 tokensAlways available to the agent
SKILL.md
10,531 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 1. The two laws
- 2. One voice module
- 3. Palette
- 4. Glyphs
- 5. Line grammar
- 6. Spinner
- 7. Progress narration
- 8. Prompts and interaction
- 9. Streams, buffering, exit codes
- 10. Failure modes to handle explicitly
- 11. Tables and listings
- 12. Full-screen TUI (curses)
- 13. Global flags every CLI gets
- 14. Reference implementation
- 15. Tests to write
- 16. Anti-patterns
- 17. Checklist before shipping a command
Files
SKILL.mdcore41,742 bytesSKILL.mdcore41,742 bytes
Read SKILL.md
# CLI Terminal Experience
A terminal UI that reads like Claude Code: mostly grey, a few deliberate accents, one
line per fact, animation only while something is actually happening, and a plain-text
fallback the moment the output stops being a terminal.
Every rule below is enforceable and testable. Follow them exactly rather than
approximating the vibe.
---
## 1. The two laws
**Subtle by default.** Colour marks meaning -- a failure, a value the user will act onape-commit
When your agent uses it
Defines how to write and format git commit messages. Use this skill whenever the user asks you to write, draft, suggest, or format a git commit message, summarize changes into a commit, or help stage and describe code changes. Trigger even for casual requests like "write me a commit for this" or "what should my commit say".
What it loads into context
Frontmatter
84 tokensAlways available to the agent
SKILL.md
540 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Format
- Rules
- Examples
Files
SKILL.mdcore2,317 bytes
Read SKILL.md
# Commit Message Style
## Format
```
<short summary line>
- <change>
- <change>
- <change>
```
## Rules
ape-design
When your agent uses it
Enforces the Array UI (array-ui) editorial systems design system for any frontend, UI, website, blog, personal site, SaaS dashboard, or documentation development task. Trigger on "ape design", "Array UI", or whenever building, styling, or scaffolding UI to guarantee high information density, mathematical precision, editorial typography, and 0% custom CSS without prompt loops.
What it loads into context
Frontmatter
92 tokensAlways available to the agent
SKILL.md
4,081 tokensWhen the skill is activated
Reference documents
4,751 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 1. The 6 Non-Negotiable Prime Invariants
- 2. Palette & Visual Standards
- 3. Installation & Autonomous Execution
- 4. Production Layout Recipes
- 5. Self-Audit Checklist (Verify Before Concluding)
Files
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Read SKILL.md
# `ape-design`: Editorial Systems Design Skill (Array UI)
This skill enforces strict adherence to **Array UI (`array-ui`)**—the editorial, systems-engineering design system inspired by [arpitbhayani.me](https://arpitbhayani.me) and distributed at [ui.arpitbhayani.me](https://ui.arpitbhayani.me).
When building or modifying any website (personal portfolio, engineering blog, SaaS dashboard, technical documentation, or systems explainer), the agent **MUST** follow this workflow and rules without requiring prompt corrections.
---
## 1. The 6 Non-Negotiable Prime Invariants
### Invariant 1: Mandatory Font Enforcement (DO THIS FIRST)
> [!IMPORTANT]
> **Before creating or editing any components, the agent MUST verify that Google Fonts are loaded and applied to `body`.**
> If fonts are missing, the UI will fall back to system sans-serif (Arial/Inter), completely breaking the editorial authority.array-ui-review
When your agent uses it
Review UI code or a running page against the Array UI (array-ui) editorial systems rules (0% custom CSS, hairline borders, Assistant typography, signature crimson, tooltip wrapping, and arpitbhayani.me footer aesthetic) and report what breaks them with file and line. Use when the user asks to review, audit, check, or polish UI built with Array UI or @aui components. Pairs with the array-ui skill.
What it loads into context
Frontmatter
96 tokensAlways available to the agent
SKILL.md
1,080 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 1. Automated Code Searches
- 2. Visual & Architectural Invariants Checklist
- 3. Reporting Format
Files
SKILL.mdcore4,034 bytesSKILL.mdcore4,034 bytes
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# Array UI Review (`array-ui-review`)
Audit technical frontend code and running pages against the Array UI design rules.
Do not restyle code while auditing; list every violation with file and line number, state the invariant it violates, and provide a one-line fix.
---
## 1. Automated Code Searches
Run these audit commands across `src/` (or the project root):
```bash
# 1. Custom CSS files (Violates Invariant 1: 0% Custom CSS)
find src/ -name "*.css" ! -name "globals.css" ! -name "styles.css" ! -name "tokens.css" ! -name "shadcn.css"ape-present
When your agent uses it
Converts a blog post into a single self-contained HTML document -- a visual-heavy, readable walkthrough with custom animated diagrams, short and crisp bullet points, and a natural explanation flow from first principles. Trigger on "ape present", "make this presentable", or "turn this post into a doc I can walk people through".
What it loads into context
Frontmatter
71 tokensAlways available to the agent
SKILL.md
3,040 tokensWhen the skill is activated
Reference documents
25,372 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Design System & Custom Animations
- Input Handling
- Step 1: Find the Spine & Natural Flow
- Step 2: Document Structure & Writing Style
- Step 3: Crafting Visuals & Custom Animations
- Step 4: Assemble and Verify
- Checklist
- Output Structure
Scripts executed separately
reference/runtime.jsreference/verify.sh
Files
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Read SKILL.md
# Present Skill
Takes a blog post and produces one self-contained HTML file designed for intuitive learning: a clean header, short crisp bullet points, and visual-first explanations. Diagrams take center stage, featuring custom animations that visually demonstrate the underlying mechanics, followed by numbers set large and wire layouts or pseudocode where relevant.
It is a document, not a deck. No full-screen hero sections, no scroll-snapping, and no slide feel. Single file, comfortable reading width (`--measure`), full theme support, and a fixed section skeleton -- illustration, context, body, sources -- so every document has a coherent shape.
It is not the blog either. The post merely recorded or explained; this document **teaches**. Write it as an expert engineer explaining the concept to a sharp peer:
- **Visuals carry the heavy lifting**: Every idea is anchored by a diagram, custom animation, code snippet, or layout.
- **Short, crisp bullet points**: No verbose paragraphs or walls of text. Use punchy, high-signal bullets that explain the invariant, the causal steps, and the trade-off.
- **Custom animations**: You are free and encouraged to design custom SVG/CSS animations tailored directly to what the concept needs to make the mechanism click.
- **Natural, causal flow**: Ideas progress logically, where each section resolves a constraint or trade-off raised by the previous one.
Audience: practicing engineers. Ground explanations in first principles and systems realities (disk seeks, memory hierarchies, network hops).
ape-quiz-me
When your agent uses it
Quizzes you on content you claim to have read -- Socratic, one question at a time, hints that narrow but never reveal. Ends with a verdict on what you understood versus merely recited. Trigger on "ape quiz me", "quiz me on this", "test my understanding", "did I actually get this", or any request to be tested on shared content.
What it loads into context
Frontmatter
85 tokensAlways available to the agent
SKILL.md
2,298 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- What to Test
- Input Handling
- How to Quiz
- Output Structure
- Example Exchange
- Philosophy
Files
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# Quiz Me Skill
Tests whether you understood, not whether you can recall. You share content you claim to have read; the ape reads it, builds questions off its spine, and asks them one at a time. Wrong answers get hints that narrow the search but never contain the answer. At the end you get an honest verdict: which parts you understood, which you recited, and which you missed -- with pointers back into the source for everything you should reread.
This is the sibling of [[ape-help-me-understand]]. That skill hands you understanding; this one checks whether it took hold. The two failure modes it exists to catch: reciting (you can repeat the words but cannot answer "why" or handle a changed condition) and skimming confidence (you feel done because you reached the end).
The ape never states an answer. Not during the quiz, not in a hint, not in the verdict. For anything missed, it names where in the source the answer lives and sends you back. The source teaches; the ape only points.
## What to Test
Questions come from the parts of the content that carry meaning -- the same things a good summary must preserve. Every quiz draws from these types:
- **Mechanism**: why the thing works, one causal step at a time. "What makes the read faster?" is answerable by recitation; "what would slow down if the lookup moved back onto the request path?" is not.
- **Caveat**: the condition under which the central claim stops being true. If the source says X holds only when Y, there is a question about Y.ape-style-markdown
When your agent uses it
Apply consistent, professional Markdown formatting rules whenever producing or reformatting Markdown output. Use this skill when generating any Markdown document, when the user asks to reformat or clean up existing Markdown, when producing README files, technical docs, notes, or any other content that will be rendered as Markdown. Trigger even when the request seems simple -- any Markdown output should follow these rules. Do not use this skill for non-Markdown outputs such as plain text, HTML, or code-only responses.
What it loads into context
Frontmatter
117 tokensAlways available to the agent
SKILL.md
1,626 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Core Principles
- Line Width
- Prohibited Formatting
- Punctuation
- Readability
- Headings
- Paragraphs
- Lists
- Code
- Math
- Block Quotes
- Links
- Tables
- Blank Lines -- Summary
- Reformatting Existing Markdown
Files
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# Markdown Style Guide
Apply these rules to every piece of Markdown you produce or reformat.
## Core Principles
- Write for a senior engineering audience: clean, precise, no fluff.
- Formatting exists to aid comprehension, not to decorate.
- When in doubt, use less formatting.
## Line Width
Never hard-wrap lines at a fixed column width. Every prose line -- paragraphs, list items, block quotes, table cells -- must be a single unbroken line. Let the renderer handle wrapping. This applies everywhere in the document without exception: do not wrap at 80, 100, 120, or any other column limit.
ape-write-paper
When your agent uses it
Writes a polished, standard two-column research paper (LaTeX to PDF) from any source material -- code, docs, experiment logs, benchmark files, notes -- optimising for correctness, readability, structure, figures, tables and references. Supports both standalone papers and conference templates (ACM SIGMOD/VLDB, IEEE, NeurIPS). Audits every claim against evidence before writing, reports losses honestly, and renders pages to check them. Trigger on "ape write paper", "write a paper from this", "turn these experiments into a paper", or "draft the paper for this project".
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
3,292 tokensWhen the skill is activated
Reference documents
2,613 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Workflow
- Style defaults (override with project rules)
- Pitfalls seen in practice
- Files in this skill
Scripts executed separately
reference/verify.sh
Files
SKILL.mdcore14,545 bytesSKILL.mdcore14,545 bytesSKILL.mdcore14,545 bytesSKILL.mdcore14,545 bytesSKILL.mdcore14,545 bytesSKILL.mdcore14,545 bytesreference/preamble.texasset3,639 bytesreference/snippets.mddoc7,865 bytesreference/verify.shruns1,218 bytes
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# Write Paper Skill
Turns a pile of source material (repo, docs, experiment logs, result JSONs, notes) into a conference-style paper and a compiled PDF. The goal is a paper a skeptical reviewer can follow in one pass and check number by number.
Priorities, in order: **correct, then clear, then polished.** A beautiful paper with one invented number is worse than a plain one with none.
## Workflow
Run these phases in order. Do not start writing prose before phase 2 is done.
### 1. Gather and obey constraints
- Read every project instruction file first (`AGENTS.md`, `CLAUDE.md`, venue notes). Typical rules: target conference, approved title, author identity, layout, forbidden claims, which results may appear. They override this skill.
- **Venue template check**: If a specific conference or journal is targeted (e.g., ACM SIGMOD/VLDB requires `acmart`; IEEE requires `IEEEtran`; NeurIPS/ICML/ACL require their `.sty` packages), use the official conference documentclass and native metadata commands (`\begin{CCSXML}`, `\keywords`, `\author{...}\affiliation{...}`) rather than the standalone title block from `reference/preamble.tex`. See `reference/snippets.md` for the ACM `acmart` skeleton.ape-write-pseudocode
When your agent uses it
Guidelines for writing pseudocode for functions and algorithms. Use this skill whenever the user asks to write pseudocode, sketch out an algorithm, or describe the logic of a function at a high level. Trigger on phrases like "write pseudocode", "sketch this algorithm", "pseudocode for this function", or "describe the logic".
What it loads into context
Frontmatter
85 tokensAlways available to the agent
SKILL.md
1,001 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Structure of a Function
- Body Rules
- Control Flow
- What to Write on Each Line
- Examples
- Checklist Before Writing
Files
SKILL.mdcore4,260 bytesSKILL.mdcore4,260 bytesSKILL.mdcore4,260 bytesSKILL.mdcore4,260 bytesSKILL.mdcore4,260 bytesSKILL.mdcore4,260 bytes
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# Pseudocode Style Guide
## Structure of a Function
Every pseudocode function has exactly three parts: input, output, and body. Use Python-like syntax: `def` for the function signature, a docstring-style comment block for input and output, and indented body lines.
```
def function_name(param1, param2, ...):
# input: <what each param represents>
# output: <what the function returns or produces>
<body>
```
Skills included
- ape-cli-terminal-experience
- ape-commit
- ape-design
- array-ui-review
- ape-present
- ape-quiz-me
- ape-style-markdown
- ape-write-paper
- ape-write-pseudocode
Repository facts
- License
- MIT
- Created
- May 25, 2026
- Last pushed
- Oct 24, 2026
- Forks
- 5
- Open issues
- 0
- Project activity
- Active
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 7, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 38 notes
ape-cli-terminal-experience/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-design/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-design/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-design/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-design/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-design-review/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-present/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-present/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-present/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-present/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-present/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-present/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-present/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-quiz-me/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-quiz-me/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-quiz-me/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-quiz-me/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-quiz-me/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-quiz-me/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedape-quiz-me/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- 2 dangerous shell commandsin 1 file: ape-cli-terminal-experience/SKILL.md:375
- 97 network referencesin 10 files: ape-design/SKILL.md:13 ape-design/references/recipes.md:12 ape-present/reference/examples/intuition-behind-idf.md:9 and 7 more
- No hidden or obfuscated text
- No instruction overrides
- 3 executable scriptsin 3 files: ape-present/reference/runtime.js:1 ape-present/reference/verify.sh:1 ape-write-paper/reference/verify.sh:1
- 3 references to secretsin 1 file: ape-cli-terminal-experience/SKILL.md:578
- No requests to vote in Hot
Show all 105 signals by file
ape-cli-terminal-experience/SKILL.md
- Network accessline 123
✓ credentials mode 0o600 ✗ connections gmail is INITIATED ! npx not found on PATH Node.js is required for `skills` -- https://nodejs.org - Network accessline 125
! npx not found on PATH Node.js is required for `skills` -- https://nodejs.org - Dangerous shell operationline 375
**EOF on a prompt.** Piped stdin, CI, cron, `curl | sh`. This is the most-missed case in - Network accessline 375
**EOF on a prompt.** Piped stdin, CI, cron, `curl | sh`. This is the most-missed case in - Access to secretsline 578
[Credential-related source omitted] - Access to secretsline 580
[Credential-related source omitted] - Access to secretsline 583
[Credential-related source omitted] - Network accessline 1000
| `print("Done!")` with no next step | Every terminal state answers "and now what?" | | Re-drawing scrolled output | Only the live line animates; the transcript is permanent | | A prompt with no `--yes` path | Breaks CI, cron, and `curl \| - Network accessline 1001
| Re-drawing scrolled output | Only the live line animates; the transcript is permanent | | A prompt with no `--yes` path | Breaks CI, cron, and `curl \| sh` | | Silent truncation of a list | Say `showing 20 of 143` | - Dangerous shell operationline 1002
| A prompt with no `--yes` path | Breaks CI, cron, and `curl \| sh` | - Network accessline 1002
| A prompt with no `--yes` path | Breaks CI, cron, and `curl \| sh` |
ape-design-review/SKILL.md
- Network accessline 76
2. src/app/globals.css:1 Missing Google Fonts import for Assistant and IBM Plex Mono. Rule: Mandatory Font Enforcement. Fix: Add @import url("https://fonts.googleapis.com/css2?family=Assistant:wght@400;500;600;700;800&family=IBM+Plex - Network accessline 78
Fix: Add @import url("https://fonts.googleapis.com/css2?family=Assistant:wght@400;500;600;700;800&family=IBM+Plex+Mono:ital,wght@0,400;0,500;0,600;0,700;1,400&family=Lora:ital,wght@0,400..700;1,400..700&display=swap");
ape-design/SKILL.md
- Network accessline 13
This skill enforces strict adherence to **Array UI (`array-ui`)**—the editorial, systems-engineering design system inspired by [arpitbhayani.me](https://arpitbhayani.me) and distributed at [ui.arpitbhayani.me](https://ui.arpitbhayani.me). - Network accessline 25
> > 1. **Google Fonts URL**: > `https://fonts.googleapis.com/css2?family=Assistant:wght@400;500;600;700;800&family=IBM+Plex+Mono:ital,wght@0,400;0,500;0,600;0,700;1,400&family=Lora:ital,wght@0,400..700;1,400..700&display=swap` - Network accessline 26
> 1. **Google Fonts URL**: > `https://fonts.googleapis.com/css2?family=Assistant:wght@400;500;600;700;800&family=IBM+Plex+Mono:ital,wght@0,400;0,500;0,600;0,700;1,400&family=Lora:ital,wght@0,400..700;1,400..700&display=swap` > 2. **In `g - Network accessline 27
> `https://fonts.googleapis.com/css2?family=Assistant:wght@400;500;600;700;800&family=IBM+Plex+Mono:ital,wght@0,400;0,500;0,600;0,700;1,400&family=Lora:ital,wght@0,400..700;1,400..700&display=swap` - Network accessline 28
> 2. **In `globals.css`** (or main CSS): > ```css > @import url("https://fonts.googleapis.com/css2?family=Assistant:wght@400;500;600;700;800&family=IBM+Plex+Mono:ital,wght@0,400;0,500;0,600;0,700;1,400&family=Lora:ital,wght@0,400..700 - Network accessline 29
> ```css > @import url("https://fonts.googleapis.com/css2?family=Assistant:wght@400;500;600;700;800&family=IBM+Plex+Mono:ital,wght@0,400;0,500;0,600;0,700;1,400&family=Lora:ital,wght@0,400..700;1,400..700&display=swap"); > - Network accessline 30
> @import url("https://fonts.googleapis.com/css2?family=Assistant:wght@400;500;600;700;800&family=IBM+Plex+Mono:ital,wght@0,400;0,500;0,600;0,700;1,400&family=Lora:ital,wght@0,400..700;1,400..700&display=swap"); - Network accessline 56
### Invariant 4: Editorial Footer Discipline The footer must match [arpitbhayani.me](https://arpitbhayani.me) exactly: - Network accessline 57
The footer must match [arpitbhayani.me](https://arpitbhayani.me) exactly: - Network accessline 103
{ "$schema": "https://ui.shadcn.com/schema.json", - Network accessline 104
"$schema": "https://ui.shadcn.com/schema.json", - Network accessline 105
"style": "default", "registries": { "@aui": "https://ui.arpitbhayani.me/r/{name}.json" - Network accessline 106
"registries": { "@aui": "https://ui.arpitbhayani.me/r/{name}.json" } - Network accessline 107
"@aui": "https://ui.arpitbhayani.me/r/{name}.json" - Network accessline 196
heading: "Open Source", links: [ { label: "GitHub", href: "https://github.com", external: true }, - Network accessline 197
links: [ { label: "GitHub", href: "https://github.com", external: true }, { label: "RFCs", href: "/rfcs" }, - Network accessline 198
{ label: "GitHub", href: "https://github.com", external: true }, - Network accessline 207
<> <Tooltip content="Watch deep-dives on YouTube"> <SocialPill platform="youtube" href="https://youtube.com" count="210k" /> - Network accessline 208
<Tooltip content="Watch deep-dives on YouTube"> <SocialPill platform="youtube" href="https://youtube.com" count="210k" /> </Tooltip> - Network accessline 209
<SocialPill platform="youtube" href="https://youtube.com" count="210k" /> - Network accessline 210
</Tooltip> <Tooltip content="Follow engineering on X"> <SocialPill platform="twitter" href="https://twitter.com" count="120k" /> - Network accessline 211
<Tooltip content="Follow engineering on X"> <SocialPill platform="twitter" href="https://twitter.com" count="120k" /> </Tooltip> - Network accessline 212
<SocialPill platform="twitter" href="https://twitter.com" count="120k" /> - Network accessline 213
</Tooltip> <Tooltip content="Star on GitHub"> <SocialPill platform="github" href="https://github.com" count="7k" /> - Network accessline 214
<Tooltip content="Star on GitHub"> <SocialPill platform="github" href="https://github.com" count="7k" /> </Tooltip> - Network accessline 215
<SocialPill platform="github" href="https://github.com" count="7k" />
ape-design/references/components.md
- Network accessline 3
Official Registry: `https://ui.arpitbhayani.me/r/{name}.json` - Network accessline 4
LLM Manifest: `https://ui.arpitbhayani.me/llms.txt` - Network accessline 5
Full API Docs: `https://ui.arpitbhayani.me/llms-full.txt` - Network accessline 11
{ "$schema": "https://ui.shadcn.com/schema.json", - Network accessline 12
"$schema": "https://ui.shadcn.com/schema.json", - Network accessline 13
"style": "default", "registries": { "@aui": "https://ui.arpitbhayani.me/r/{name}.json" - Network accessline 14
"registries": { "@aui": "https://ui.arpitbhayani.me/r/{name}.json" } - Network accessline 15
"@aui": "https://ui.arpitbhayani.me/r/{name}.json"
ape-design/references/recipes.md
- Network accessline 12
/* app/globals.css */ @import url("https://fonts.googleapis.com/css2?family=Assistant:wght@400;500;600;700;800&family=IBM+Plex+Mono:ital,wght@0,400;0,500;0,600;0,700;1,400&family=Lora:ital,wght@0,400..700;1,400..700&display=swap"); - Network accessline 13
@import url("https://fonts.googleapis.com/css2?family=Assistant:wght@400;500;600;700;800&family=IBM+Plex+Mono:ital,wght@0,400;0,500;0,600;0,700;1,400&family=Lora:ital,wght@0,400..700;1,400..700&display=swap"); - Network accessline 89
heading: "Open Source", links: [ { label: "GitHub Repository", href: "https://github.com", external: true }, - Network accessline 90
links: [ { label: "GitHub Repository", href: "https://github.com", external: true }, { label: "Architecture RFCs", href: "/rfcs" }, - Network accessline 91
{ label: "GitHub Repository", href: "https://github.com", external: true }, - Network accessline 115
</Tooltip> <Tooltip content="Inspect open-source source code"> <Button variant="secondary" size="sm" href="https://github.com" target="_blank"> - Network accessline 116
<Tooltip content="Inspect open-source source code"> <Button variant="secondary" size="sm" href="https://github.com" target="_blank"> GitHub - Network accessline 117
<Button variant="secondary" size="sm" href="https://github.com" target="_blank"> - Network accessline 136
<> <Tooltip content="Watch architectural deep-dives on YouTube"> <SocialPill platform="youtube" href="https://youtube.com" count="210k" /> - Network accessline 137
<Tooltip content="Watch architectural deep-dives on YouTube"> <SocialPill platform="youtube" href="https://youtube.com" count="210k" /> </Tooltip> - Network accessline 138
<SocialPill platform="youtube" href="https://youtube.com" count="210k" /> - Network accessline 139
</Tooltip> <Tooltip content="Follow engineering updates on X"> <SocialPill platform="twitter" href="https://twitter.com" count="120k" /> - Network accessline 140
<Tooltip content="Follow engineering updates on X"> <SocialPill platform="twitter" href="https://twitter.com" count="120k" /> </Tooltip> - Network accessline 141
<SocialPill platform="twitter" href="https://twitter.com" count="120k" /> - Network accessline 142
</Tooltip> <Tooltip content="Star the project on GitHub"> <SocialPill platform="github" href="https://github.com" count="7k" /> - Network accessline 143
<Tooltip content="Star the project on GitHub"> <SocialPill platform="github" href="https://github.com" count="7k" /> </Tooltip> - Network accessline 144
<SocialPill platform="github" href="https://github.com" count="7k" />
ape-design/references/tokens.css
- Network accessline 1
@import url("https://fonts.googleapis.com/css2?family=Space+Grotesk:wght@500;600;700&family=Plus+Jakarta+Sans:wght@500;600;700;800&family=Assistant:wght@400;500;600;700;800&family=Lora:ital,wght@0,400..700;1,400..700&family=IBM+Plex+Mono:it
ape-present/reference/examples/bitcask.md
- Network accessline 9
Bitcask is one of the most efficient embedded Key-Value (KV) Databases designed to handle production-grade traffic. The paper that introduced Bitcask to the world says it is a _[Log-Structured](https://en.wikipedia.org/wiki/Log-structured_f - Network accessline 11
Bitcask was introduced as the backend for a distributed database named [Riak](https://riak.com/) in which each node used to run one instance of Bitcask to hold the data that it was responsible for. In this essay, we take a detailed look int - Network accessline 15
Bitcask uses a lot of principles from [log-structured file systems](https://en.wikipedia.org/wiki/Log-structured_file_system) and draws inspiration from a number of designs that involve log file merging, for example - merging in LSM Trees. - Network accessline 21
 - Network accessline 29
 - Network accessline 90
- [Bitcask Paper](https://riak.com/assets/bitcask-intro.pdf) - Network accessline 91
- [Bitcask - Wikipedia](https://en.wikipedia.org/wiki/Bitcask) - Network accessline 92
- [Riak's Bitcask - High Scalability](http://highscalability.com/blog/2011/1/10/riaks-bitcask-a-log-structured-hash-table-for-fast-keyvalue.html/) - Network accessline 93
- [Implementation of the Bitcask storage model-merge and hint files](https://topic.alibabacloud.com/a/implementation-of-the-bitcask-storage-model-merge-and-hint-files_8_8_31516931.html)
ape-present/reference/examples/intuition-behind-idf.md
- Network accessline 9
[TF-IDF](https://en.wikipedia.org/wiki/Tf%E2%80%93idf) is one of the most popular measures that quantify document relevance for a given term. It is extensively used in [Information Retrieval](https://en.wikipedia.org/wiki/Information_retrie - Network accessline 13
The IDF was heuristically proposed in the paper "[A statistical interpretation of term specificity and its application in retrieval](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.115.8343&rep=rep1&type=pdf)" (Spärck Jones, 1972) - Network accessline 19
 - Network accessline 23
 - Network accessline 31
 - Network accessline 40
 - Network accessline 46
 - Network accessline 50
 - Network accessline 60
 - Network accessline 64
 - Network accessline 74
 - Network accessline 78
 - Network accessline 92
This article is mostly based on the wonderful paper [Understanding Inverse Document Frequency: On theoretical arguments for IDF](https://pdfs.semanticscholar.org/8397/ab573dd6c97a39ff4feb9c2d9b3c1e16c705.pdf) by Stephen Robertson. - Network accessline 96
- [TF-IDF - Wikipedia](https://en.wikipedia.org/wiki/Tf%E2%80%93idf) - Network accessline 97
- [Inverse Document Frequency and the Importance of Uniqueness](https://moz.com/blog/inverse-document-frequency-and-the-importance-of-uniqueness) - Network accessline 99
Images used in other measures of IDF are taken from [Wikipedia page of TF-IDF](https://en.wikipedia.org/wiki/Tf%E2%80%93idf).
ape-present/reference/runtime.js
- Executable scriptline 1
Executable file
ape-present/reference/skeleton.html
- Network accessline 14
the default themes -- when a named theme is chosen, swap it for that theme's display font (table in SKILL.md). --> <link rel="preconnect" href="https://fonts.googleapis.com"> - Network accessline 15
font (table in SKILL.md). --> <link rel="preconnect" href="https://fonts.googleapis.com"> <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin> - Network accessline 16
<link rel="preconnect" href="https://fonts.googleapis.com"> - Network accessline 17
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin> - Network accessline 18
<link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=IBM+Plex+Mono:ital,wght@0,400;0,500;0,600;1,400&family=Space+Grotesk:wght@500;600;700&display=swap"> - Network accessline 139
<p data-example>{{PROSE}}</p> <figure data-example> <pre class="term"><code><span class="prompt">$</span> wrk -t4 -c64 http://localhost:8080/get - Network accessline 140
<figure data-example> <pre class="term"><code><span class="prompt">$</span> wrk -t4 -c64 http://localhost:8080/get <span class="out">Requests/sec: 41200.55</span></code></pre> - Network accessline 141
<pre class="term"><code><span class="prompt">$</span> wrk -t4 -c64 http://localhost:8080/get <span class="out">Requests/sec: 41200.55</span></code></pre> <figcaption><strong>{{Label.}}</strong> {{What the run demonstrates.}}</figcaptio - Network accessline 224
document.querySelectorAll('.formula').forEach((f) => f.classList.add('typeset'))) } }; </script> <script async src="https://cdn.jsdelivr.net/npm/mathjax@3.2.2/es5/tex-svg.js"></script> - Network accessline 226
<script async src="https://cdn.jsdelivr.net/npm/mathjax@3.2.2/es5/tex-svg.js"></script>
ape-present/reference/verify.sh
- Executable scriptline 1
#!/usr/bin/env bash
ape-quiz-me/SKILL.md
- Network accessline 31
1. **File path on disk**: a path ending in `.md`, `.txt`, `.rst`, or similar. Read the file directly. 2. **A URL**: a string starting with `http://` or `https://`. Use `WebFetch` to download the content, then strip navigation, sidebars, foo - Network accessline 32
2. **A URL**: a string starting with `http://` or `https://`. Use `WebFetch` to download the content, then strip navigation, sidebars, footers, and comments before working on the body. If the URL points to a PDF (research paper), download i
ape-write-paper/reference/verify.sh
- Executable scriptline 1
#!/usr/bin/env bash
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
Signal confidence: 94 facts
- Network access in code of the SKILL.mdape-cli-terminal-experience/SKILL.md:123High confidence
- Network access in code of the SKILL.mdape-cli-terminal-experience/SKILL.md:125High confidence
- Dangerous shell operation in prose of the SKILL.mdape-cli-terminal-experience/SKILL.md:375Low confidence
- Network access in prose of the SKILL.mdape-cli-terminal-experience/SKILL.md:375Low confidence
- Access to secrets in code of the SKILL.md: a variable, placeholder or call, not a stored valueape-cli-terminal-experience/SKILL.md:578Low confidence
- Access to secrets in code of the SKILL.md: a variable, placeholder or call, not a stored valueape-cli-terminal-experience/SKILL.md:580Low confidence
- Access to secrets in code of the SKILL.md: a variable, placeholder or call, not a stored valueape-cli-terminal-experience/SKILL.md:583Low confidence
- Network access in prose of the SKILL.mdape-cli-terminal-experience/SKILL.md:1000Low confidence
- Network access in prose of the SKILL.mdape-cli-terminal-experience/SKILL.md:1001Low confidence
- Dangerous shell operation in prose of the SKILL.mdape-cli-terminal-experience/SKILL.md:1002Low confidence
- Network access in prose of the SKILL.mdape-cli-terminal-experience/SKILL.md:1002Low confidence
- Network access in code of the SKILL.mdape-design-review/SKILL.md:76High confidence
- Network access in code of the SKILL.mdape-design-review/SKILL.md:78High confidence
- Network access in prose of the SKILL.mdape-design/SKILL.md:13Low confidence
- Network access in prose of the SKILL.mdape-design/SKILL.md:25Low confidence
- Network access in prose of the SKILL.mdape-design/SKILL.md:26Low confidence
- Network access in prose of the SKILL.mdape-design/SKILL.md:27Low confidence
- Network access in prose of the SKILL.mdape-design/SKILL.md:28Low confidence
- Network access in prose of the SKILL.mdape-design/SKILL.md:29Low confidence
- Network access in prose of the SKILL.mdape-design/SKILL.md:30Low confidence
- Network access in prose of the SKILL.mdape-design/SKILL.md:56Low confidence
- Network access in prose of the SKILL.mdape-design/SKILL.md:57Low confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:103High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:104High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:105High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:106High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:107High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:196High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:197High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:198High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:207High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:208High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:209High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:210High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:211High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:212High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:213High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:214High confidence
- Network access in code of the SKILL.mdape-design/SKILL.md:215High confidence
- Network access in prose of documentationape-design/references/components.md:3Low confidence
- Network access in prose of documentationape-design/references/components.md:4Low confidence
- Network access in prose of documentationape-design/references/components.md:5Low confidence
- Network access in code of documentationape-design/references/components.md:11Low confidence
- Network access in code of documentationape-design/references/components.md:12Low confidence
- Network access in code of documentationape-design/references/components.md:13Low confidence
- Network access in code of documentationape-design/references/components.md:14Low confidence
- Network access in code of documentationape-design/references/components.md:15Low confidence
- Network access in code of documentationape-design/references/recipes.md:12Low confidence
- Network access in code of documentationape-design/references/recipes.md:13Low confidence
- Network access in code of documentationape-design/references/recipes.md:89Low confidence
and 44 more
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md ape-cli-terminal-experience/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md ape-cli-terminal-experience/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md ape-cli-terminal-experience/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md ape-cli-terminal-experience/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md ape-cli-terminal-experience/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md ape-cli-terminal-experience/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
