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import { eq } from "drizzle-orm";
import { db } from "../db";
import { repositories, repoOnboardingData } from "../db/schema";
import { getAnthropic, isAiAvailable, MODEL_SONNET, extractText, parseJsonResponse } from "./ai-client";
import { getRepoPath } from "../git/repository";
export interface RepoOnboarding {
detectedLanguage: string;
detectedFramework?: string;
suggestedReadme: string;
suggestedLabels: Array<{ name: string; color: string; description: string }>;
suggestedGatesConfig: string;
firstCommitSuggestions: string[];
}
function detectLanguage(files: string[]): string {
const counts: Record<string, number> = {};
for (const f of files) {
const ext = f.split(".").pop()?.toLowerCase() ?? "";
if (ext === "ts" || ext === "tsx") counts.TypeScript = (counts.TypeScript ?? 0) + 1;
else if (ext === "js" || ext === "jsx" || ext === "mjs" || ext === "cjs") counts.JavaScript = (counts.JavaScript ?? 0) + 1;
else if (ext === "py") counts.Python = (counts.Python ?? 0) + 1;
else if (ext === "go") counts.Go = (counts.Go ?? 0) + 1;
else if (ext === "rs") counts.Rust = (counts.Rust ?? 0) + 1;
else if (ext === "java") counts.Java = (counts.Java ?? 0) + 1;
else if (ext === "rb") counts.Ruby = (counts.Ruby ?? 0) + 1;
else if (ext === "php") counts.PHP = (counts.PHP ?? 0) + 1;
else if (ext === "cs") counts["C#"] = (counts["C#"] ?? 0) + 1;
else if (ext === "cpp" || ext === "cc" || ext === "cxx") counts["C++"] = (counts["C++"] ?? 0) + 1;
else if (ext === "c" || ext === "h") counts.C = (counts.C ?? 0) + 1;
else if (ext === "swift") counts.Swift = (counts.Swift ?? 0) + 1;
else if (ext === "kt") counts.Kotlin = (counts.Kotlin ?? 0) + 1;
}
const sorted = Object.entries(counts).sort((a, b) => b[1] - a[1]);
return sorted[0]?.[0] ?? "Unknown";
}
async function detectFramework(
ownerName: string,
repoName: string,
files: string[]
): Promise<string | undefined> {
const fileSet = new Set(files.map((f) => f.toLowerCase()));
if (files.some((f) => /next\.config\.(js|ts|mjs|cjs)/.test(f))) return "Next.js";
if (fileSet.has("cargo.toml")) {
const content = await readFileFromGit(ownerName, repoName, "Cargo.toml");
if (content) {
if (/actix-web/.test(content)) return "Actix";
if (/axum/.test(content)) return "Axum";
if (/warp/.test(content)) return "Warp";
}
}
if (fileSet.has("requirements.txt")) {
const content = await readFileFromGit(ownerName, repoName, "requirements.txt");
if (content) {
if (/fastapi/i.test(content)) return "FastAPI";
if (/django/i.test(content)) return "Django";
if (/flask/i.test(content)) return "Flask";
}
}
if (fileSet.has("package.json")) {
const content = await readFileFromGit(ownerName, repoName, "package.json");
if (content) {
try {
const pkg = JSON.parse(content) as Record<string, unknown>;
const deps = {
...((pkg.dependencies as Record<string, string>) ?? {}),
...((pkg.devDependencies as Record<string, string>) ?? {}),
};
if ("hono" in deps) return "Hono";
if ("next" in deps) return "Next.js";
if ("express" in deps) return "Express";
if ("fastify" in deps) return "Fastify";
if ("@nestjs/core" in deps) return "NestJS";
if ("nuxt" in deps) return "Nuxt";
if ("svelte" in deps) return "SvelteKit";
if ("remix" in deps || "@remix-run/node" in deps) return "Remix";
if ("react" in deps) return "React";
if ("vue" in deps) return "Vue";
} catch {
}
}
}
if (fileSet.has("go.mod")) {
const content = await readFileFromGit(ownerName, repoName, "go.mod");
if (content) {
if (/gin-gonic\/gin/.test(content)) return "Gin";
if (/labstack\/echo/.test(content)) return "Echo";
if (/gofiber\/fiber/.test(content)) return "Fiber";
}
}
return undefined;
}
async function listAllFiles(ownerName: string, repoName: string): Promise<string[]> {
const cwd = getRepoPath(ownerName, repoName);
try {
const proc = Bun.spawn(
["git", "ls-tree", "-r", "--name-only", "HEAD"],
{ cwd, stdout: "pipe", stderr: "pipe" }
);
const text = await new Response(proc.stdout).text();
await proc.exited;
return text.split("\n").map((s) => s.trim()).filter(Boolean);
} catch {
return [];
}
}
async function readFileFromGit(
ownerName: string,
repoName: string,
path: string
): Promise<string | null> {
const cwd = getRepoPath(ownerName, repoName);
try {
const proc = Bun.spawn(
["git", "show", `HEAD:${path}`],
{ cwd, stdout: "pipe", stderr: "pipe" }
);
const text = await new Response(proc.stdout).text();
const exit = await proc.exited;
return exit === 0 ? text : null;
} catch {
return null;
}
}
const DEFAULT_LABELS: Array<{ name: string; color: string; description: string }> = [
{ name: "bug", color: "d73a4a", description: "Something isn't working" },
{ name: "feature", color: "0075ca", description: "New feature or request" },
{ name: "docs", color: "0052cc", description: "Improvements or additions to documentation" },
{ name: "performance", color: "e4e669", description: "Performance improvement" },
{ name: "security", color: "e11d48", description: "Security vulnerability or fix" },
{ name: "breaking-change", color: "b60205", description: "Breaking change that requires version bump" },
];
const LANGUAGE_LABELS: Record<string, Array<{ name: string; color: string; description: string }>> = {
TypeScript: [
{ name: "types", color: "3178c6", description: "TypeScript type definitions or fixes" },
{ name: "deps", color: "0366d6", description: "Dependency update" },
],
Python: [
{ name: "pep8", color: "ffd43b", description: "Code style: PEP 8 compliance" },
{ name: "deps", color: "0366d6", description: "Dependency update" },
],
Go: [
{ name: "goroutine", color: "00add8", description: "Concurrency / goroutine related" },
{ name: "deps", color: "0366d6", description: "Go module dependency" },
],
Rust: [
{ name: "unsafe", color: "e83e8c", description: "Involves unsafe Rust code" },
{ name: "deps", color: "0366d6", description: "Cargo dependency" },
],
};
function buildDefaultLabels(
language: string
): Array<{ name: string; color: string; description: string }> {
const extras = LANGUAGE_LABELS[language] ?? [];
return [...DEFAULT_LABELS, ...extras];
}
function buildDefaultGatesConfig(language: string, framework?: string): string {
const lang = language.toLowerCase();
if (lang === "typescript" || lang === "javascript") {
return `version: 1
gates:
- id: type-check
run: npx tsc --noEmit
on: push
- id: lint
run: npx eslint . --ext .ts,.tsx,.js,.jsx
on: push
- id: test
run: ${framework === "Hono" || lang === "typescript" ? "bun test" : "npm test"}
on: push
`;
}
if (lang === "python") {
return `version: 1
gates:
- id: lint
run: ruff check .
on: push
- id: type-check
run: mypy .
on: push
- id: test
run: pytest
on: push
`;
}
if (lang === "go") {
return `version: 1
gates:
- id: vet
run: go vet ./...
on: push
- id: test
run: go test ./...
on: push
`;
}
if (lang === "rust") {
return `version: 1
gates:
- id: check
run: cargo check
on: push
- id: clippy
run: cargo clippy -- -D warnings
on: push
- id: test
run: cargo test
on: push
`;
}
return `version: 1
gates:
- id: test
run: echo "Add your test command here"
on: push
`;
}
function buildFirstCommitSuggestions(language: string): string[] {
const lang = language.toLowerCase();
const suggestions = [`Add a .gitignore for ${language}`];
if (lang === "typescript" || lang === "javascript") {
suggestions.push("Add a tsconfig.json");
suggestions.push("Add ESLint + Prettier config");
suggestions.push("Add a README.md");
suggestions.push("Add tests/ directory with a sample test");
} else if (lang === "python") {
suggestions.push("Add requirements.txt or pyproject.toml");
suggestions.push("Add a README.md");
suggestions.push("Add tests/ directory with pytest");
} else if (lang === "go") {
suggestions.push("Initialize go.mod (go mod init)");
suggestions.push("Add a README.md");
suggestions.push("Add *_test.go files");
} else if (lang === "rust") {
suggestions.push("Cargo.toml is auto-generated — add a README.md");
suggestions.push("Add integration tests in tests/");
} else {
suggestions.push("Add a README.md");
suggestions.push("Add tests/");
}
return suggestions;
}
export async function generateRepoOnboarding(
repoId: string,
ownerName: string,
repoName: string
): Promise<RepoOnboarding> {
const files = await listAllFiles(ownerName, repoName);
const language = detectLanguage(files);
const framework = await detectFramework(ownerName, repoName, files);
const existingReadme =
(await readFileFromGit(ownerName, repoName, "README.md")) ||
(await readFileFromGit(ownerName, repoName, "readme.md")) ||
(await readFileFromGit(ownerName, repoName, "README.txt")) ||
null;
const defaultLabels = buildDefaultLabels(language);
const defaultGatesConfig = buildDefaultGatesConfig(language, framework);
const defaultSuggestions = buildFirstCommitSuggestions(language);
if (!isAiAvailable()) {
const readmeDraft = existingReadme ?? buildFallbackReadme(repoName, language, framework);
return {
detectedLanguage: language,
detectedFramework: framework,
suggestedReadme: readmeDraft,
suggestedLabels: defaultLabels,
suggestedGatesConfig: defaultGatesConfig,
firstCommitSuggestions: defaultSuggestions,
};
}
try {
const fileTree = files.slice(0, 120).join("\n");
const readmeContext = existingReadme
? existingReadme.slice(0, 2000)
: "(none)";
const prompt = `Generate onboarding content for a new ${language}${framework ? ` ${framework}` : ""} repository named "${repoName}".
File tree (if any):
${fileTree || "(empty — no commits yet)"}
Existing README (if any):
${readmeContext}
Return ONLY valid JSON (no prose, no fenced block) with this exact shape:
{
"suggestedReadme": "# ${repoName}\\n\\n...",
"suggestedLabels": [{"name": "bug", "color": "d73a4a", "description": "Something isn't working"}, ...],
"suggestedGatesConfig": "version: 1\\ngates:\\n ...",
"firstCommitSuggestions": ["Add a .gitignore for ${language}", ...]
}
Rules:
- suggestedReadme must include ## About, ## Installation, ## Usage, ## Contributing sections. Use placeholder content where specifics are unknown.
- suggestedLabels: 6-8 labels appropriate for this type of project. Include bug, feature, docs, security, breaking-change and 1-3 language-specific ones.
- suggestedGatesConfig: a real gates.yml starter for ${language}${framework ? ` / ${framework}` : ""} with lint + test gates.
- firstCommitSuggestions: 3-5 practical next steps for this language/framework.`;
const anthropic = getAnthropic();
const message = await anthropic.messages.create({
model: MODEL_SONNET,
max_tokens: 2048,
messages: [{ role: "user", content: prompt }],
});
const text = extractText(message);
const parsed = parseJsonResponse<{
suggestedReadme?: string;
suggestedLabels?: Array<{ name: string; color: string; description: string }>;
suggestedGatesConfig?: string;
firstCommitSuggestions?: string[];
}>(text);
if (parsed) {
return {
detectedLanguage: language,
detectedFramework: framework,
suggestedReadme: parsed.suggestedReadme ?? buildFallbackReadme(repoName, language, framework),
suggestedLabels: parsed.suggestedLabels ?? defaultLabels,
suggestedGatesConfig: parsed.suggestedGatesConfig ?? defaultGatesConfig,
firstCommitSuggestions: parsed.firstCommitSuggestions ?? defaultSuggestions,
};
}
} catch (err) {
console.warn("[repo-onboarding] AI generation failed:", err instanceof Error ? err.message : err);
}
return {
detectedLanguage: language,
detectedFramework: framework,
suggestedReadme: existingReadme ?? buildFallbackReadme(repoName, language, framework),
suggestedLabels: defaultLabels,
suggestedGatesConfig: defaultGatesConfig,
firstCommitSuggestions: defaultSuggestions,
};
}
function buildFallbackReadme(repoName: string, language: string, framework?: string): string {
const stack = framework ? `${language} / ${framework}` : language;
return `# ${repoName}
> A ${stack} project.
## About
TODO: Describe what this project does and why it exists.
## Installation
\`\`\`bash
# TODO: Add installation steps
\`\`\`
## Usage
\`\`\`bash
# TODO: Add usage examples
\`\`\`
## Contributing
1. Fork the repository
2. Create a feature branch (\`git checkout -b feat/my-feature\`)
3. Commit your changes
4. Push and open a pull request
## License
TODO: Add license
`;
}
export async function ensureRepoOnboarding(
repoId: string,
ownerName: string,
repoName: string
): Promise<void> {
try {
const [existing] = await db
.select({ repositoryId: repoOnboardingData.repositoryId })
.from(repoOnboardingData)
.where(eq(repoOnboardingData.repositoryId, repoId))
.limit(1);
if (existing) return;
const onboarding = await generateRepoOnboarding(repoId, ownerName, repoName);
await db
.insert(repoOnboardingData)
.values({
repositoryId: repoId,
detectedLanguage: onboarding.detectedLanguage,
detectedFramework: onboarding.detectedFramework ?? null,
suggestedReadme: onboarding.suggestedReadme,
suggestedLabels: onboarding.suggestedLabels,
suggestedGatesConfig: onboarding.suggestedGatesConfig,
firstCommitSuggestions: onboarding.firstCommitSuggestions,
})
.onConflictDoNothing();
console.log(
`[repo-onboarding] generated for ${ownerName}/${repoName}: ${onboarding.detectedLanguage}${onboarding.detectedFramework ? ` / ${onboarding.detectedFramework}` : ""}`
);
} catch (err) {
console.warn(
`[repo-onboarding] ensureRepoOnboarding failed for ${ownerName}/${repoName}:`,
err instanceof Error ? err.message : err
);
}
}
|