Burla Internals Deep Dive
Burla-Cloud/burla
Reference for Burla internals: how a remote_parallel_map job flows between services, how clusters and nodes are managed, and where the head keeps its state.
Codebase'i derinlemesine anla. An agent skill from vibeeval/vibecosystem.
$ npx skills add vibeeval/vibecosystem --skill understand-codebase -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install vibeeval/vibecosystem understand-codebase --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/vibeeval/vibecosystem.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/understand-codebase .claude/skills/understand-codebase && 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 "understand-codebase" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/understand-codebase into .claude/skills/understand-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-codebase", 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/vibeeval/vibecosystem/tree/main/skills/understand-codebaseType 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 vibeeval/vibecosystem --skill understand-codebase -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install vibeeval/vibecosystem understand-codebase --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vibeeval/vibecosystem.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/understand-codebase .agents/skills/understand-codebase && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "understand-codebase" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/understand-codebase into .agents/skills/understand-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-codebase", 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 vibeeval/vibecosystem --skill understand-codebase -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install vibeeval/vibecosystem understand-codebase --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vibeeval/vibecosystem.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/understand-codebase .cursor/skills/understand-codebase && 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 "understand-codebase" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/understand-codebase into .cursor/skills/understand-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-codebase", 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/vibeeval/vibecosystem.git --path skills/understand-codebase--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 vibeeval/vibecosystem --skill understand-codebase -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install vibeeval/vibecosystem understand-codebase --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vibeeval/vibecosystem.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/understand-codebase .gemini/skills/understand-codebase && 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 "understand-codebase" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/understand-codebase into .gemini/skills/understand-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-codebase", 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 vibeeval/vibecosystem understand-codebaseInstalls 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 vibeeval/vibecosystem --skill understand-codebase -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/vibeeval/vibecosystem.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/understand-codebase .github/skills/understand-codebase && 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 "understand-codebase" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/understand-codebase into .github/skills/understand-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-codebase", 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 vibeeval/vibecosystem --skill understand-codebase -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install vibeeval/vibecosystem understand-codebase --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vibeeval/vibecosystem.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/understand-codebase .opencode/skills/understand-codebase && 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 "understand-codebase" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/understand-codebase into .opencode/skills/understand-codebase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-codebase", 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.
understand-codebaseCodebase'i derinlemesine anla. An agent skill from vibeeval/vibecosystem.
Understand Codebase is an agent skill from vibeeval/vibecosystem. Codebase'i derinlemesine anla. Onboarding, architecture discovery, dependency mapping.
Its SKILL.md is about 2.8k 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 Development, covering Codebase onboarding. It works with Docker. The repository describes itself as: AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution. The licence is MIT.
Read from SKILL.md and the folder at commit 3b763b1. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
gojqpipnpxpytestFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use pip and npx, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Understand Codebase loads about 2.8k tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 364 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.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
ls -la *.config.* .env* tsconfig.json package.json| Config | *.config.*, .env | Ortam ayarlari |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.
The full file from vibeeval/vibecosystem at commit 3b763b1, republished under its MIT licence (© vibeeval). 364 words, ~2,773 tokens.
.claude/skills/understand-codebase/SKILL.md (or your agent's skills folder).1. Tech stack tespit:
ls package.json go.mod pyproject.toml tsconfig.json Cargo.toml manage.py
2. Proje yapisi:
tldr tree . --depth 2
3. Entry point'leri bul:
tldr structure . --lang <detected-lang>
4. README/docs oku:
cat README.md CONTRIBUTING.md docs/
5. CI/CD kontrol:
ls .github/workflows/ .gitlab-ci.yml Jenkinsfile Dockerfile1. Architecture overview:
tldr arch src/
2. Import/dependency graph:
tldr calls src/
3. Test yapisi:
tldr tree . --ext .test.ts,.spec.ts,.test.py,_test.go
4. Config dosyalari:
ls *.config.* .env.example docker-compose.yml
5. Data modelleri:
Grep "interface|type|class|struct|model" --type ts/py/go# 1. Dosya dagilimi
tldr tree . | wc -l # toplam dosya
tldr tree . --ext .ts,.tsx # TypeScript dosyalari
tldr tree . --ext .test.ts # Test dosyalari
# 2. Kod yapisi
tldr structure src/ --lang typescript
# Fonksiyonlar, class'lar, export'lar
# 3. Mimari katmanlar
tldr arch src/
# Entry (controller/handler) > Middle (service) > Leaf (util)
# 4. Dead code
tldr dead src/ --entry main,test_# Project: <name>
## Tech Stack
- Language: <lang> <version>
- Framework: <framework> <version>
- Database: <db>
- CI/CD: <tool>
## Architecture
- Pattern: <MVC|Clean|Hexagonal|Monolith|Microservice>
- Entry points: <files>
- Layers: <controller → service → repository → model>
## Key Directories
- src/ → Kaynak kod
- tests/ → Test dosyalari
- config/ → Konfigürasyon
- scripts/ → Yardimci scriptler
- docs/ → Dokumantasyon
## Key Files
- <entry-file> → Uygulama entry point
- <config-file> → Ana konfigürasyon
- <schema-file> → Data modelleri
- <route-file> → API routing
## Data Flow
<request → middleware → controller → service → repository → database>
## External Dependencies
- <key-dep-1>: <purpose>
- <key-dep-2>: <purpose># tldr arch ile otomatik tespit
tldr arch src/
# Cikti: entry_layer, middle_layer, leaf_layer, circular_deps
# Manuel tespit: import yonlerini takip et
tldr calls src/ --depth 3| Ipucu | Patern |
|---|---|
| controllers/, routes/, handlers/ | MVC / REST API |
| domain/, application/, infrastructure/ | Clean Architecture |
| ports/, adapters/ | Hexagonal |
| services/, modules/ | Modular Monolith |
| packages/, apps/ | Monorepo |
| pages/, app/ (Next.js) | File-based routing |
| resolvers/, schema/ | GraphQL |
| commands/, queries/, events/ | CQRS |
| aggregates/, entities/, value-objects/ | DDD |
# codebase-memory MCP ile ADR yonetimi
mcp_codebase_memory.manage_adr({
action: "create",
title: "Use PostgreSQL for primary database",
status: "accepted",
context: "Need ACID transactions, complex queries",
decision: "PostgreSQL 16 with pgvector extension",
consequences: "Need DBA expertise, managed service cost"
})
# ADR listele
mcp_codebase_memory.manage_adr({ action: "list" })# Entry point'ler
tldr structure . --lang typescript | grep -i "main\|index\|app\|server"
# Konfigürasyon
ls -la *.config.* .env* tsconfig.json package.json
# Schema/Model
tldr search "schema\|model\|entity\|interface" src/ --lang typescript
# Routing
tldr search "router\|route\|endpoint\|controller" src/| Kategori | Nasil Bul | Neden Onemli |
|---|---|---|
| Entry point | main.ts, index.ts, app.ts | Uygulamanin baslangici |
| Config | .config., .env | Ortam ayarlari |
| Schema/Model | models/, schema/, types/ | Data yapisi |
| Routes | routes/, controllers/ | API surface |
| Middleware | middleware/ | Cross-cutting concerns |
| Database | migrations/, seeds/ | DB yapisi |
| Tests | .test., .spec. | Test coverage |
| CI/CD | .github/workflows/ | Build/deploy |
| Docker | Dockerfile, docker-compose | Container config |
# Node.js
cat package.json | jq '.dependencies, .devDependencies'
# Python
cat requirements.txt # veya pyproject.toml
pip list --outdated
# Go
cat go.mod
go list -m all
# Rust
cat Cargo.toml# Dosyalar arasi import iliskileri
tldr calls src/ --depth 2
# Spesifik dosyanin import'lari
tldr imports src/services/auth.ts
# Kim bu modulu import ediyor?
tldr importers auth src/
# Impact analizi (refactoring oncesi)
tldr impact processOrder src/ --depth 3| Risk | Kontrol | Arac |
|---|---|---|
| CVE/vulnerability | npm audit / pip audit | snyk, dependabot |
| Outdated | major version farki | npm outdated |
| Unmaintained | Son commit 1+ yil | GitHub API |
| License risk | GPL in commercial | license-checker |
| Size bloat | Bundle size | bundlephobia |
# Fonksiyon cagri zinciri
tldr calls src/ --depth 4
# Spesifik fonksiyonun cagri yolu
tldr trace_call_path src/ fromFunction toFunction
# Data flow analizi
tldr dfg src/services/order.ts processOrder
# Program slice (spesifik satiri etkileyen her sey)
tldr slice src/services/order.ts processOrder 42USER INPUT
→ Validation (middleware/schema)
→ Controller (routing, request parse)
→ Service (business logic)
→ Repository (data access)
→ Database (persistence)
→ Response (serialization)
→ USER OUTPUT
Side effects:
→ Queue (async processing)
→ Cache (read optimization)
→ External API (3rd party)
→ Event bus (pub/sub)User Action
→ Event Handler (onClick, onChange)
→ State Update (useState, dispatch, store.set)
→ Re-render (component tree)
→ Side Effect (useEffect, subscription)
→ API Call (fetch, axios)
→ State Update (response)
→ Re-render# Route tanimlarini bul
Grep "router\.(get|post|put|patch|delete)\|app\.(get|post|put|patch|delete)" src/
# Express/Fastify route'lar
tldr search "route\|endpoint" src/ --lang typescript
# OpenAPI spec varsa
cat openapi.yaml # veya swagger.json# Schema tanimlarini bul
Grep "type Query|type Mutation|type Subscription" src/
# Resolver'lari bul
tldr search "resolver\|Resolver" src/Her endpoint icin:
- Method + Path: GET /api/users/:id
- Auth: Bearer token / API key / Public
- Request: Query params, body schema
- Response: Success (200), Error (4xx, 5xx)
- Rate limit: X req/min# Test dosyalarini bul
tldr tree . --ext .test.ts,.spec.ts,.test.py,_test.go
# Test/source orani
echo "Source files:" && tldr tree src/ --ext .ts,.tsx | wc -l
echo "Test files:" && tldr tree . --ext .test.ts,.spec.ts | wc -l
# Hangi dosyalarin testi YOK
tldr dead src/ --entry test_ # test'lerden cagrilmayan fonksiyonlar# Node.js
npx jest --coverage --coverageReporters=text-summary
# Python
pytest --cov=src --cov-report=term-missing
# Go
go test -coverprofile=coverage.out ./...
go tool cover -func=coverage.out| Dosya/Modul | Unit Test | Integration | E2E | Risk |
|---|---|---|---|---|
| Auth service | var | var | yok | HIGH |
| Payment | var | var | var | LOW |
| User CRUD | var | yok | yok | MEDIUM |
| Config | yok | yok | yok | LOW |
# Dead code
tldr dead src/ --entry main,test_,handle,route
# Buyuk dosyalar (800+ satir)
find src/ -name "*.ts" -exec wc -l {} + | sort -rn | head -20
# TODO/FIXME/HACK
Grep "TODO|FIXME|HACK|XXX|TEMP|WORKAROUND" src/
# Complexity (control flow)
tldr cfg src/services/complex.ts processData
# Cok fazla branch = refactoring gerekli
# Diagnostics (type error + lint)
tldr diagnostics src/ --project| Kategori | Gostergeler | Oncelik |
|---|---|---|
| Dead code | Kullanilmayan fonksiyon/import | LOW |
| God file | 800+ satir dosya | MEDIUM |
| Missing tests | Coverage <50% | HIGH |
| Outdated deps | Major version farki | MEDIUM |
| Security | CVE, hardcoded secret | CRITICAL |
| Duplication | Benzer kod bloklari | MEDIUM |
| Complexity | Cyclomatic >10 | HIGH |
mcp_codebase_memory.index_repository({
path: "/path/to/project",
name: "my-project"
})// Mimari overview
mcp_codebase_memory.get_architecture({
project: "my-project"
})
// Kod arama
mcp_codebase_memory.search_code({
project: "my-project",
query: "authentication flow"
})
// Graph schema
mcp_codebase_memory.get_graph_schema({
project: "my-project"
})
// Degisiklik tespiti
mcp_codebase_memory.detect_changes({
project: "my-project"
})# 1. Yapi (tldr)
tldr tree . --depth 2
tldr structure src/ --lang typescript
# 2. Mimari (tldr)
tldr arch src/
tldr calls src/ --depth 3
# 3. Indexle (codebase-memory MCP)
mcp_codebase_memory.index_repository({ path: ".", name: "project" })
# 4. Graph sorgu (codebase-memory MCP)
mcp_codebase_memory.get_architecture({ project: "project" })
# 5. Impact analizi (tldr)
tldr impact targetFunction src/ --depth 3
# 6. Dead code (tldr)
tldr dead src/ --entry main
# 7. Diagnostics (tldr)
tldr diagnostics src/ --project
# 8. Test impact (tldr)
tldr change-impact --gitHer onemli degisiklikte:
1. tldr change-impact → etkilenen testleri bul
2. mcp_codebase_memory.detect_changes → graph'i guncelle
3. tldr dead src/ → yeni dead code kontrol
4. tldr diagnostics src/ → type/lint hata kontrolu| Anti-Pattern | Dogru Yol |
|---|---|
| Hemen koda dal | Once overview al, sonra oku |
| Tek dosya oku, anladim san | Cagri zincirini takip et |
| grep ile yetiniyor | tldr structure + arch kullan |
| Mimariyi varsay | tldr arch ile dogrula |
| Dead code'u gormezden gel | tldr dead ile periyodik temizlik |
| Test coverage bilme | Coverage raporu al, gap analiz yap |
| Dependency'leri kontrol etme | npm audit / pip audit periyodik calistir |
HIZLI: "Bu proje ne yapar?"
→ tldr tree . && cat README.md
ORTA: "Nasil calisir?"
→ tldr arch src/ && tldr calls src/
DERIN: "Bu fonksiyon neyi etkiler?"
→ tldr impact <func> src/ && tldr dfg <file> <func>
TAM: "Her seyi anlamam lazim"
→ Yukaridaki Tam Analiz Workflow'u takip et© vibeeval, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/understand-codebase of vibeeval/vibecosystem.
Open the folder on GitHubat commit 3b763b1
Understand Codebase 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 |
|---|---|---|---|---|---|---|
| Understand Codebase this skillvibeeval/vibecosystem | 531 | — | ~2.8k | Automated safety check: Notes | MIT | |
| Burla Internals Deep DiveBurla-Cloud/burla | 263 | — | ~2.4k | Automated safety check: Pass | Custom licence | |
| Flowfile Build and Environment SetupEdwardvaneechoud/Flowfile | 370 | — | ~7.3k | Automated safety check: Notes | MIT | |
| RuView Onboarding Path Pickerruvnet/RuView | 97k | — | ~333 | Automated safety check: Pass | MIT | |
| Flowfile Debugging PlaybookEdwardvaneechoud/Flowfile | 370 | — | ~6.3k | Automated safety check: Pass | MIT | |
| Run Dozzle Dev Instanceamir20/dozzle | 15k | — | ~747 | Automated safety check: Pass | MIT |
Burla-Cloud/burla
Reference for Burla internals: how a remote_parallel_map job flows between services, how clusters and nodes are managed, and where the head keeps its state.
Edwardvaneechoud/Flowfile
Recreates every Flowfile development and build environment from scratch, with exact version pins and an explanation of what each Makefile target really does.
ruvnet/RuView
Zero-to-sensing path picker for RuView (WiFi-DensePose) — pick docker-demo, repo-build, or live-esp32 and run the next concrete step.
Edwardvaneechoud/Flowfile
Symptom-to-cause triage playbook for Flowfile (core/worker/kernel/frontend/AI) — covers "no such table" DB cascades (two distinct causes), import-time Alembic migration corruption, silent…
amir20/dozzle
Starts a Dozzle dev server on a port derived from the current worktree so you can test by hand in a browser, without disturbing instances started elsewhere.
giancarloerra/SocratiCode
Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts.
vibeeval/vibecosystem
Framework for measuring and tracking agent response quality over time.
vibeeval/vibecosystem
Security-focused differential code review with blast radius analysis, risk-adaptive depth (DEEP/FOCUSED/SURGICAL), git history correlation, and structured finding format.
vibeeval/vibecosystem
A skill your agent uses when making any factual claim about the codebase — existence, absence, or behavior.
vibeeval/vibecosystem
Systematic false positive verification for security findings.
vibeeval/vibecosystem
n8n otomasyon workflow'lari. An agent skill from vibeeval/vibecosystem.
vibeeval/vibecosystem
A skill your agent uses when context compression is imminent, when resuming a session, or when preserving critical decisions across long tasks.
Works with
Categories
Codebase'i derinlemesine anla. An agent skill from vibeeval/vibecosystem. Understand Codebase is an agent skill from vibeeval/vibecosystem. Codebase'i derinlemesine anla.
Understand Codebase fits situations like: tasks that involve Codebase onboarding.
Run `npx skills add vibeeval/vibecosystem --skill understand-codebase -a claude-code`. Or copy the skill folder (skills/understand-codebase in vibeeval/vibecosystem) into .claude/skills/understand-codebase in your project. Claude Code loads it when a task matches its description.
Run `npx skills add vibeeval/vibecosystem --skill understand-codebase -a codex`. Or copy the skill folder (skills/understand-codebase in vibeeval/vibecosystem) into .agents/skills/understand-codebase in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add vibeeval/vibecosystem --skill understand-codebase -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/understand-codebase, .gemini/skills/understand-codebase, .github/skills/understand-codebase and .opencode/skills/understand-codebase in your project.
Going by SKILL.md and its folder, Understand Codebase needs the command-line tools its instructions call (go, jq, pip, npx and pytest). Our summary lists: Python 3; Node.js; Docker.
SKILL.md contains no URLs. Its commands use pip and npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Understand Codebase is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Understand Codebase: Burla Internals Deep Dive (Burla-Cloud/burla, 263 stars), Flowfile Build and Environment Setup (Edwardvaneechoud/Flowfile, 370 stars), RuView Onboarding Path Picker (ruvnet/RuView, 97k stars) and Flowfile Debugging Playbook (Edwardvaneechoud/Flowfile, 370 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
vibeeval (a GitHub user) maintains it in vibeeval/vibecosystem, which has 531 GitHub stars. The repository holds 144 skills in this directory. The repository was last updated on August 8, 2026.
Source: vibeeval/vibecosystem on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.