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This commit is contained in:
Anthony Shaw
2026-02-11 14:23:25 -08:00
parent 84486c2e46
commit ff69b804ac
5 changed files with 710 additions and 70 deletions
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10
cookbook/copilot-sdk/dotnet/ralph-loop.md
View File

@@ -39,7 +39,7 @@ A [Ralph loop](https://ghuntley.com/ralph/) is an autonomous development workflo
## Simple Version
The minimal Ralph loop — the SDK equivalent of `while :; do cat PROMPT.md | claude ; done`:
The minimal Ralph loop — the SDK equivalent of `while :; do cat PROMPT.md | copilot ; done`:
```csharp
using GitHub.Copilot.SDK;
@@ -205,9 +205,9 @@ creating ad-hoc copies.
4. When tests pass, update IMPLEMENTATION_PLAN.md, then `git add -A`
then `git commit` with a descriptive message.
99999. When authoring documentation, capture the why.
999999. Implement completely. No placeholders or stubs.
9999999. Keep IMPLEMENTATION_PLAN.md current — future iterations depend on it.
5. When authoring documentation, capture the why.
6. Implement completely. No placeholders or stubs.
7. Keep IMPLEMENTATION_PLAN.md current — future iterations depend on it.
```
### Example `AGENTS.md`
@@ -241,12 +241,14 @@ dotnet build
## When to Use a Ralph Loop
**Good for:**
- Implementing features from specs with test-driven validation
- Large refactors broken into many small tasks
- Unattended, long-running development with clear requirements
- Any work where backpressure (tests/builds) can verify correctness
**Not good for:**
- Tasks requiring human judgment mid-loop
- One-shot operations that don't benefit from iteration
- Vague requirements without testable acceptance criteria

10
cookbook/copilot-sdk/go/ralph-loop.md
View File

@@ -39,7 +39,7 @@ A [Ralph loop](https://ghuntley.com/ralph/) is an autonomous development workflo
## Simple Version
The minimal Ralph loop — the SDK equivalent of `while :; do cat PROMPT.md | claude ; done`:
The minimal Ralph loop — the SDK equivalent of `while :; do cat PROMPT.md | copilot ; done`:
```go
package main
@@ -241,9 +241,9 @@ creating ad-hoc copies.
4. When tests pass, update IMPLEMENTATION_PLAN.md, then `git add -A`
then `git commit` with a descriptive message.
99999. When authoring documentation, capture the why.
999999. Implement completely. No placeholders or stubs.
9999999. Keep IMPLEMENTATION_PLAN.md current — future iterations depend on it.
5. When authoring documentation, capture the why.
6. Implement completely. No placeholders or stubs.
7. Keep IMPLEMENTATION_PLAN.md current — future iterations depend on it.
```
### Example `AGENTS.md`
@@ -277,12 +277,14 @@ go build ./...
## When to Use a Ralph Loop
**Good for:**
- Implementing features from specs with test-driven validation
- Large refactors broken into many small tasks
- Unattended, long-running development with clear requirements
- Any work where backpressure (tests/builds) can verify correctness
**Not good for:**
- Tasks requiring human judgment mid-loop
- One-shot operations that don't benefit from iteration
- Vague requirements without testable acceptance criteria

108
cookbook/copilot-sdk/nodejs/ralph-loop.md
View File

@@ -39,35 +39,35 @@ A [Ralph loop](https://ghuntley.com/ralph/) is an autonomous development workflo
## Simple Version
The minimal Ralph loop — the SDK equivalent of `while :; do cat PROMPT.md | claude ; done`:
The minimal Ralph loop — the SDK equivalent of `while :; do cat PROMPT.md | copilot ; done`:
```typescript
import { readFile } from "fs/promises";
import { CopilotClient } from "@github/copilot-sdk";
async function ralphLoop(promptFile: string, maxIterations: number = 50) {
const client = new CopilotClient();
await client.start();
const client = new CopilotClient();
await client.start();
try {
const prompt = await readFile(promptFile, "utf-8");
try {
const prompt = await readFile(promptFile, "utf-8");
for (let i = 1; i <= maxIterations; i++) {
console.log(`\n=== Iteration ${i}/${maxIterations} ===`);
for (let i = 1; i <= maxIterations; i++) {
console.log(`\n=== Iteration ${i}/${maxIterations} ===`);
// Fresh session each iteration — context isolation is the point
const session = await client.createSession({ model: "gpt-5.1-codex-mini" });
try {
await session.sendAndWait({ prompt }, 600_000);
} finally {
await session.destroy();
}
// Fresh session each iteration — context isolation is the point
const session = await client.createSession({ model: "gpt-5.1-codex-mini" });
try {
await session.sendAndWait({ prompt }, 600_000);
} finally {
await session.destroy();
}
console.log(`Iteration ${i} complete.`);
}
} finally {
await client.stop();
console.log(`Iteration ${i} complete.`);
}
} finally {
await client.stop();
}
}
// Usage: point at your PROMPT.md
@@ -87,50 +87,50 @@ import { CopilotClient } from "@github/copilot-sdk";
type Mode = "plan" | "build";
async function ralphLoop(mode: Mode, maxIterations: number = 50) {
const promptFile = mode === "plan" ? "PROMPT_plan.md" : "PROMPT_build.md";
const client = new CopilotClient();
await client.start();
const promptFile = mode === "plan" ? "PROMPT_plan.md" : "PROMPT_build.md";
const client = new CopilotClient();
await client.start();
console.log(`Mode: ${mode} | Prompt: ${promptFile}`);
console.log(`Mode: ${mode} | Prompt: ${promptFile}`);
try {
const prompt = await readFile(promptFile, "utf-8");
try {
const prompt = await readFile(promptFile, "utf-8");
for (let i = 1; i <= maxIterations; i++) {
console.log(`\n=== Iteration ${i}/${maxIterations} ===`);
for (let i = 1; i <= maxIterations; i++) {
console.log(`\n=== Iteration ${i}/${maxIterations} ===`);
const session = await client.createSession({
model: "gpt-5.1-codex-mini",
// Pin the agent to the project directory
workingDirectory: process.cwd(),
// Auto-approve tool calls for unattended operation
onPermissionRequest: async () => ({ allow: true }),
});
const session = await client.createSession({
model: "gpt-5.1-codex-mini",
// Pin the agent to the project directory
workingDirectory: process.cwd(),
// Auto-approve tool calls for unattended operation
onPermissionRequest: async () => ({ allow: true }),
});
// Log tool usage for visibility
session.on((event) => {
if (event.type === "tool.execution_start") {
console.log(` ⚙ ${event.data.toolName}`);
}
});
try {
await session.sendAndWait({ prompt }, 600_000);
} finally {
await session.destroy();
}
console.log(`Iteration ${i} complete.`);
// Log tool usage for visibility
session.on((event) => {
if (event.type === "tool.execution_start") {
console.log(` ⚙ ${event.data.toolName}`);
}
} finally {
await client.stop();
});
try {
await session.sendAndWait({ prompt }, 600_000);
} finally {
await session.destroy();
}
console.log(`Iteration ${i} complete.`);
}
} finally {
await client.stop();
}
}
// Parse CLI args: npx tsx ralph-loop.ts [plan] [max_iterations]
const args = process.argv.slice(2);
const mode: Mode = args.includes("plan") ? "plan" : "build";
const maxArg = args.find(a => /^\d+$/.test(a));
const maxArg = args.find((a) => /^\d+$/.test(a));
const maxIterations = maxArg ? parseInt(maxArg) : 50;
ralphLoop(mode, maxIterations);
@@ -182,9 +182,9 @@ creating ad-hoc copies.
4. When tests pass, update IMPLEMENTATION_PLAN.md, then `git add -A`
then `git commit` with a descriptive message.
99999. When authoring documentation, capture the why.
999999. Implement completely. No placeholders or stubs.
9999999. Keep IMPLEMENTATION_PLAN.md current — future iterations depend on it.
5. When authoring documentation, capture the why.
6. Implement completely. No placeholders or stubs.
7. Keep IMPLEMENTATION_PLAN.md current — future iterations depend on it.
```
### Example `AGENTS.md`
@@ -219,12 +219,14 @@ npm run build
## When to Use a Ralph Loop
**Good for:**
- Implementing features from specs with test-driven validation
- Large refactors broken into many small tasks
- Unattended, long-running development with clear requirements
- Any work where backpressure (tests/builds) can verify correctness
**Not good for:**
- Tasks requiring human judgment mid-loop
- One-shot operations that don't benefit from iteration
- Vague requirements without testable acceptance criteria

629
cookbook/copilot-sdk/nodejs/recipe/package-lock.json generated Normal file
View File

@@ -0,0 +1,629 @@
{
"name": "copilot-sdk-cookbook-recipes",
"version": "1.0.0",
"lockfileVersion": 3,
"requires": true,
"packages": {
"": {
"name": "copilot-sdk-cookbook-recipes",
"version": "1.0.0",
"dependencies": {
"@github/copilot-sdk": "*"
},
"devDependencies": {
"@types/node": "^22.19.7",
"tsx": "^4.19.2",
"typescript": "^5.7.2"
}
},
"../..": {
"name": "@github/copilot-sdk",
"version": "0.1.8",
"license": "MIT",
"dependencies": {
"@github/copilot": "^0.0.388-1",
"vscode-jsonrpc": "^8.2.1",
"zod": "^4.3.5"
},
"devDependencies": {
"@types/node": "^22.19.6",
"@typescript-eslint/eslint-plugin": "^8.0.0",
"@typescript-eslint/parser": "^8.0.0",
"esbuild": "^0.27.0",
"eslint": "^9.0.0",
"glob": "^11.0.0",
"json-schema": "^0.4.0",
"json-schema-to-typescript": "^15.0.4",
"prettier": "^3.4.0",
"quicktype-core": "^23.2.6",
"rimraf": "^6.1.2",
"semver": "^7.7.3",
"tsx": "^4.20.6",
"typescript": "^5.0.0",
"vitest": "^4.0.16"
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23
cookbook/copilot-sdk/python/ralph-loop.md
View File

@@ -43,7 +43,7 @@ A [Ralph loop](https://ghuntley.com/ralph/) is an autonomous development workflo
## Simple Version
The minimal Ralph loop — the SDK equivalent of `while :; do cat PROMPT.md | claude ; done`:
The minimal Ralph loop — the SDK equivalent of `while :; do cat PROMPT.md | copilot ; done`:
```python
import asyncio
@@ -117,14 +117,17 @@ async def ralph_loop(mode: str = "build", max_iterations: int = 50):
# Pin the agent to the project directory
working_directory=str(Path.cwd()),
# Auto-approve tool calls for unattended operation
on_permission_request=lambda _req, _ctx: {"kind": "approved", "rules": []},
on_permission_request=lambda _req, _ctx: {
"kind": "approved", "rules": []
},
))
# Log tool usage for visibility
session.on(lambda event:
print(f" ⚙ {event.data.tool_name}")
if event.type.value == "tool.execution_start" else None
)
def log_tool_event(event):
if event.type.value == "tool.execution_start":
print(f" ⚙ {event.data.tool_name}")
session.on(log_tool_event)
try:
await session.send_and_wait(
@@ -193,9 +196,9 @@ creating ad-hoc copies.
4. When tests pass, update IMPLEMENTATION_PLAN.md, then `git add -A`
then `git commit` with a descriptive message.
99999. When authoring documentation, capture the why.
999999. Implement completely. No placeholders or stubs.
9999999. Keep IMPLEMENTATION_PLAN.md current — future iterations depend on it.
5. When authoring documentation, capture the why.
6. Implement completely. No placeholders or stubs.
7. Keep IMPLEMENTATION_PLAN.md current — future iterations depend on it.
```
### Example `AGENTS.md`
@@ -230,12 +233,14 @@ python -m pytest
## When to Use a Ralph Loop
**Good for:**
- Implementing features from specs with test-driven validation
- Large refactors broken into many small tasks
- Unattended, long-running development with clear requirements
- Any work where backpressure (tests/builds) can verify correctness
**Not good for:**
- Tasks requiring human judgment mid-loop
- One-shot operations that don't benefit from iteration
- Vague requirements without testable acceptance criteria