SeekDB Code Review
oceanbase/seekdb
Reviews seekdb pull requests and diffs for real defects in correctness, resources, concurrency, security and tests, reporting only Blocker or Major findings.
Modern Rust project architecture guide for 2025. An agent skill from majiayu000/spellbook.
$ npx skills add majiayu000/spellbook --skill rust-project -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install majiayu000/spellbook rust-project --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/majiayu000/spellbook.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/rust-project .claude/skills/rust-project && 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 "rust-project" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/rust-project into .claude/skills/rust-project/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-project", 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/majiayu000/spellbook/tree/main/skills/rust-projectType 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 majiayu000/spellbook --skill rust-project -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install majiayu000/spellbook rust-project --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/rust-project .agents/skills/rust-project && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rust-project" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/rust-project into .agents/skills/rust-project/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-project", 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 majiayu000/spellbook --skill rust-project -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install majiayu000/spellbook rust-project --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/rust-project .cursor/skills/rust-project && 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 "rust-project" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/rust-project into .cursor/skills/rust-project/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-project", 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/majiayu000/spellbook.git --path skills/rust-project--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 majiayu000/spellbook --skill rust-project -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install majiayu000/spellbook rust-project --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/rust-project .gemini/skills/rust-project && 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 "rust-project" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/rust-project into .gemini/skills/rust-project/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-project", 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 majiayu000/spellbook rust-projectInstalls 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 majiayu000/spellbook --skill rust-project -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/rust-project .github/skills/rust-project && 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 "rust-project" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/rust-project into .github/skills/rust-project/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-project", 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 majiayu000/spellbook --skill rust-project -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install majiayu000/spellbook rust-project --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/rust-project .opencode/skills/rust-project && 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 "rust-project" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/rust-project into .opencode/skills/rust-project/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rust-project", 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.
rust-projectModern Rust project architecture guide for 2025. An agent skill from majiayu000/spellbook.
Rust Project is an agent skill from majiayu000/spellbook. Modern Rust project architecture guide for 2025. Use when creating Rust projects (CLI, web services, libraries). Covers workspace structure, error handling, async patterns, and idiomatic Rust best practices.
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 39 other files (for example `reference/architecture.md`, `reference/extended.md` and `reference/patterns.md`).
It sits in Development. It works with Rust. The repository describes itself as: Cross-runtime skills for Claude Code, Codex, and multi-agent workflows. The licence is MIT.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit ed52af7. 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.
Ships script files (Rust, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
cargoFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Rust Project loads about 2.9k tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 307 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 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.
The full file from majiayu000/spellbook at commit ed52af7, republished under its MIT licence (© majiayu000). 307 words, ~2,933 tokens.
.claude/skills/rust-project/SKILL.md (or your agent's skills folder). This skill also uses 32 other files; get the full folder from GitHub.Delete unused code. Change directly. No compatibility layers.
// ❌ BAD: Deprecated attribute kept around
#[deprecated(since = "0.2.0", note = "Use new_function instead")]
pub fn old_function() { ... }
// ❌ BAD: Type alias for renamed types
pub type OldName = NewName; // "for backwards compatibility"
// ❌ BAD: Unused parameters
fn process(_legacy: &str, data: &Data) { ... }
// ❌ BAD: Feature flags for old behavior
#[cfg(feature = "legacy")]
fn old_impl() { ... }
// ✅ GOOD: Just delete and update all usages
pub fn new_function() { ... }
// Then: Find & replace all old_function → new_function
// ✅ GOOD: Remove unused parameters entirely
fn process(data: &Data) { ... }Use LiteLLM proxy. Don't call provider APIs directly.
// src/llm.rs
use async_openai::{Client, config::OpenAIConfig};
pub fn create_client(base_url: &str, api_key: &str) -> Client<OpenAIConfig> {
let config = OpenAIConfig::new()
.with_api_base(base_url) // LiteLLM proxy URL
.with_api_key(api_key);
Client::with_config(config)
}
// Usage: connect to LiteLLM, use any model
let client = create_client("http://localhost:4000", &api_key);
let request = CreateChatCompletionRequestArgs::default()
.model("gpt-4o") // or "claude-3-opus", "gemini-pro", etc.
.messages(vec![...])
.build()?;# Simple project
cargo new myapp
cd myapp
# Workspace project
mkdir myapp && cd myapp
cargo init --name app| Layer | Recommendation |
|---|---|
| Async Runtime | Tokio |
| Web Framework | Axum |
| Serialization | Serde |
| ORM / Database | SeaORM (async, Active Record) |
| CLI | Clap (derive) |
| Error (lib) | thiserror |
| Error (app) | anyhow |
| Logging | tracing + tracing-subscriber |
| HTTP Client | reqwest |
| Config | config-rs |
| Framework | Choose When |
|---|---|
| Axum (default) | Modern microservices, Tokio ecosystem, container deployment, Tower middleware |
| Actix Web | Maximum throughput, WebSocket-heavy, mature ecosystem needed |
| Rocket | Rapid prototyping, small teams, minimal boilerplate |
Axum provides the best balance of performance, ergonomics, and Tokio integration for most projects.
| Library | Choose When |
|---|---|
| SeaORM (default) | CRUD-heavy services, rapid development, async-first, cross-database testing |
| SQLx | Raw SQL control, maximum performance, compile-time SQL validation |
| Diesel | Compile-time type safety, stable schema, synchronous workloads |
SeaORM is recommended for its Active Record ergonomics, native async support, and seamless Axum integration.
Always use latest. Never pin in templates.
[dependencies]
tokio = { version = "*", features = ["full"] }
axum = "*"
serde = { version = "*", features = ["derive"] }
# cargo update fetches latest compatible versions
# Cargo.lock ensures reproducible buildsmyapp/
├── Cargo.toml
├── src/
│ ├── main.rs # Entry point
│ ├── lib.rs # Library root (optional)
│ ├── config.rs # Configuration
│ ├── error.rs # Error types
│ ├── handlers/ # HTTP handlers (web)
│ │ └── mod.rs
│ ├── services/ # Business logic
│ │ └── mod.rs
│ └── models/ # Domain types
│ └── mod.rs
├── tests/ # Integration tests
│ └── api_test.rs
└── benches/ # Benchmarks
└── bench.rsmyapp/
├── Cargo.toml # Workspace manifest
├── crates/
│ ├── app/ # Binary crate
│ │ ├── Cargo.toml
│ │ └── src/main.rs
│ ├── core/ # Business logic lib
│ │ ├── Cargo.toml
│ │ └── src/lib.rs
│ └── infra/ # Infrastructure lib
│ ├── Cargo.toml
│ └── src/lib.rs
├── config/
│ └── default.toml
└── MakefileWire dependencies, start runtime. No business logic.
// src/main.rs
use anyhow::Result;
use sea_orm::Database;
use tracing_subscriber::{layer::SubscriberExt, util::SubscriberInitExt};
#[tokio::main]
async fn main() -> Result<()> {
// Initialize tracing
tracing_subscriber::registry()
.with(tracing_subscriber::fmt::layer())
.init();
// Load config
let config = myapp::config::load()?;
// Connect to database (SeaORM)
let db = Database::connect(&config.database_url).await?;
// Build application state
let state = myapp::AppState::new(db);
// Build router
let app = myapp::router::build(state);
// Run server
let listener = tokio::net::TcpListener::bind(&config.listen_addr).await?;
tracing::info!("listening on {}", config.listen_addr);
axum::serve(listener, app).await?;
Ok(())
}Re-export public API, define AppState.
// src/lib.rs
pub mod config;
pub mod db;
pub mod error;
pub mod handlers;
pub mod models; // SeaORM entities
pub mod router;
pub mod services;
use sea_orm::DatabaseConnection;
use std::sync::Arc;
pub struct AppState {
pub db: DatabaseConnection,
}
impl AppState {
pub fn new(db: DatabaseConnection) -> Arc<Self> {
Arc::new(Self { db })
}
}// src/error.rs
use axum::{http::StatusCode, response::{IntoResponse, Response}, Json};
use sea_orm::DbErr;
use serde_json::json;
#[derive(Debug, thiserror::Error)]
pub enum AppError {
#[error("not found: {0}")]
NotFound(String),
#[error("validation error: {0}")]
Validation(String),
#[error("unauthorized")]
Unauthorized,
#[error("internal error")]
Internal(#[from] anyhow::Error),
#[error("database error: {0}")]
Database(#[from] DbErr),
}
impl IntoResponse for AppError {
fn into_response(self) -> Response {
let (status, message) = match &self {
AppError::NotFound(msg) => (StatusCode::NOT_FOUND, msg.clone()),
AppError::Validation(msg) => (StatusCode::BAD_REQUEST, msg.clone()),
AppError::Unauthorized => (StatusCode::UNAUTHORIZED, "unauthorized".into()),
AppError::Internal(_) | AppError::Database(_) => {
tracing::error!("Internal error: {:?}", self);
(StatusCode::INTERNAL_SERVER_ERROR, "internal error".into())
}
};
(status, Json(json!({ "error": message }))).into_response()
}
}
pub type Result<T> = std::result::Result<T, AppError>;// src/handlers/user.rs
use axum::{extract::{Path, State}, Json};
use std::sync::Arc;
use crate::{error::Result, models::user, services, AppState};
pub async fn get_user(
State(state): State<Arc<AppState>>,
Path(id): Path<i64>,
) -> Result<Json<user::Model>> {
let user = services::user::find_by_id(&state.db, id).await?;
Ok(Json(user))
}
pub async fn create_user(
State(state): State<Arc<AppState>>,
Json(input): Json<CreateUserInput>,
) -> Result<Json<user::Model>> {
let user = services::user::create(&state.db, input).await?;
Ok(Json(user))
}// src/services/user.rs
use sea_orm::{ActiveModelTrait, DatabaseConnection, EntityTrait, Set};
use crate::{error::{AppError, Result}, models::user};
pub async fn find_by_id(db: &DatabaseConnection, id: i64) -> Result<user::Model> {
user::Entity::find_by_id(id)
.one(db)
.await?
.ok_or_else(|| AppError::NotFound(format!("user {}", id)))
}
pub async fn create(db: &DatabaseConnection, input: CreateUserInput) -> Result<user::Model> {
let new_user = user::ActiveModel {
email: Set(input.email),
name: Set(input.name),
..Default::default()
};
let user = new_user.insert(db).await?;
Ok(user)
}
// Find with relations
pub async fn find_with_posts(db: &DatabaseConnection, id: i64) -> Result<(user::Model, Vec<post::Model>)> {
user::Entity::find_by_id(id)
.find_with_related(post::Entity)
.all(db)
.await?
.into_iter()
.next()
.ok_or_else(|| AppError::NotFound(format!("user {}", id)))
}# Cargo.toml (workspace root)
[workspace]
resolver = "3"
members = ["crates/*"]
[workspace.package]
version = "0.1.0"
edition = "2024"
license = "MIT"
[workspace.dependencies]
tokio = { version = "*", features = ["full"] }
axum = "*"
serde = { version = "*", features = ["derive"] }
serde_json = "*"
sea-orm = { version = "*", features = ["sqlx-postgres", "runtime-tokio-native-tls"] }
thiserror = "*"
anyhow = "*"
tracing = "*"
tracing-subscriber = "*"# crates/app/Cargo.toml
[package]
name = "app"
version.workspace = true
edition.workspace = true
[dependencies]
core.path = "../core"
infra.path = "../infra"
tokio.workspace = true
axum.workspace = true
anyhow.workspace = true
tracing.workspace = true
tracing-subscriber.workspace = true// src/main.rs
use clap::Parser;
use anyhow::Result;
#[derive(Parser)]
#[command(name = "myapp", version, about)]
struct Cli {
/// Input file path
#[arg(short, long)]
input: PathBuf,
/// Output format
#[arg(short, long, default_value = "json")]
format: OutputFormat,
/// Verbose output
#[arg(short, long)]
verbose: bool,
}
#[derive(Clone, clap::ValueEnum)]
enum OutputFormat {
Json,
Yaml,
Text,
}
fn main() -> Result<()> {
let cli = Cli::parse();
if cli.verbose {
tracing_subscriber::fmt::init();
}
// Process input...
Ok(())
}// tests/api_test.rs
use axum::{body::Body, http::{Request, StatusCode}};
use tower::ServiceExt;
#[tokio::test]
async fn test_get_user() {
let app = create_test_app().await;
let response = app
.oneshot(
Request::builder()
.uri("/users/1")
.body(Body::empty())
.unwrap(),
)
.await
.unwrap();
assert_eq!(response.status(), StatusCode::OK);
}
// Unit test with mock
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_validate_email() {
assert!(validate_email("test@example.com").is_ok());
assert!(validate_email("invalid").is_err());
}
}Detailed material starting at ## Makefile has been moved to reference/extended.md to keep this skill concise. Load that reference when the task requires the moved examples, command catalogs, checklists, platform details, or implementation templates.
© majiayu000, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 32 other files in skills/rust-project of majiayu000/spellbook.
Open the folder on GitHubat commit ed52af7
Rust Project 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 |
|---|---|---|---|---|---|---|
| Rust Project this skillmajiayu000/spellbook | 287 | — | ~2.9k | Automated safety check: Pass | MIT | |
| SeekDB Code Reviewoceanbase/seekdb | 3.1k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Clippy CIlakeops-org/queryflux | 144 | — | ~458 | Automated safety check: Pass | Apache-2.0 | |
| Error Handlingmajiayu000/litellm-rs | 117 | — | ~2k | Automated safety check: Pass | MIT | |
| Processor Model Paritysgl-project/sglang | 37k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Provider Architecturemajiayu000/litellm-rs | 117 | — | ~4.9k | Automated safety check: Pass | MIT |
oceanbase/seekdb
Reviews seekdb pull requests and diffs for real defects in correctness, resources, concurrency, security and tests, reporting only Blocker or Major findings.
lakeops-org/queryflux
Run QueryFlux Clippy the same way CI does (-D warnings, workspace, exclude queryflux-bench) and fix failures before opening or updating a PR.
majiayu000/litellm-rs
LiteLLM-RS Error Handling Architecture. An agent skill from majiayu000/litellm-rs.
sgl-project/sglang
Add or verify a model's chat prompt rendering and tokenization in rust/sglang-processor so it matches SGLang's Python serving path exactly (same prompt text, same token ids).
majiayu000/litellm-rs
LiteLLM-RS provider system in two tiers - data-driven OpenAI-compatible catalog entries auto-routed through OpenAILikeProvider, plus code-based provider modules implementing the LLMProvider trait…
MaterializeInc/materialize
Trigger: "profile Materialize", "check memory usage", "analyze binary size", "debug performance", or mentions profiling, samply, heaptrack, flame graphs, memory checking, binary size, slow queries…
majiayu000/spellbook
Audits and repairs how coding-agent Skills are owned, copied and exposed across runtimes, from canonical sources to quarantine and retirement.
majiayu000/spellbook
Scans a repository for real evidence and proposes, or on request writes, a small stack of root and scoped AGENTS.md files with validation commands and generated-file boundaries.
majiayu000/spellbook
Plans, produces or diagnoses evidence-backed product demo videos: script, capture plan, pacing checks and verified final media built on real product behavior.
majiayu000/spellbook
Single entry point that routes long or ambiguous agent tasks, checks live state, bounds autonomous loops and leaves a resumable handoff.
majiayu000/spellbook
Scans a repository, its lockfiles and node_modules for known malicious npm package versions and install-time indicators, using a read-only Python scanner.
majiayu000/spellbook
Product management helpers: a RICE scoring script, an interview transcript analyzer and PRD templates for prioritizing features, synthesizing research and writing requirements.
Works with
Categories
Modern Rust project architecture guide for 2025. An agent skill from majiayu000/spellbook. Rust Project is an agent skill from majiayu000/spellbook. Modern Rust project architecture guide for 2025.
Rust Project fits situations like: creating Rust projects (CLI.
Run `npx skills add majiayu000/spellbook --skill rust-project -a claude-code`. Or copy the skill folder (skills/rust-project in majiayu000/spellbook) into .claude/skills/rust-project in your project. Claude Code loads it when a task matches its description.
Run `npx skills add majiayu000/spellbook --skill rust-project -a codex`. Or copy the skill folder (skills/rust-project in majiayu000/spellbook) into .agents/skills/rust-project 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 majiayu000/spellbook --skill rust-project -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rust-project, .gemini/skills/rust-project, .github/skills/rust-project and .opencode/skills/rust-project in your project.
Going by SKILL.md and its folder, Rust Project needs Rust for the scripts in its folder and the command-line tools its instructions call (cargo).
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.
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.
Rust Project is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.9k tokens (SKILL.md is roughly 12k 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 Rust Project: SeekDB Code Review (oceanbase/seekdb, 3.1k stars), Clippy CI (lakeops-org/queryflux, 144 stars), Error Handling (majiayu000/litellm-rs, 117 stars) and Processor Model Parity (sgl-project/sglang, 37k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
majiayu000 (a GitHub user) maintains it in majiayu000/spellbook, which has 287 GitHub stars. The repository holds 97 skills in this directory. The repository was last updated on October 8, 2026.
Source: majiayu000/spellbook on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.