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Draft optimizer workflow.

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Christian Gunderman
2026-04-21 15:59:07 -07:00
parent d6f88f8720
commit 9d1ed876cc
13 changed files with 910 additions and 0 deletions
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.github/workflows/optimizer1000.yml
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name: Optimizer1000 Nightly
on:
schedule:
- cron: '0 0 * * *'
workflow_dispatch:
inputs:
investigate:
type: boolean
description: 'Investigate metrics'
default: false
update_processes:
type: boolean
description: 'Update processes based on learnings'
default: false
commit:
type: boolean
description: 'Run processes and commit'
default: false
jobs:
optimize:
runs-on: ubuntu-latest
permissions:
contents: write
issues: write
pull-requests: write
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: 20
cache: 'npm'
- name: Install dependencies
run: npm install
- name: Build optimizer
run: |
cd tools/optimizer
npm install
- name: Run Optimizer1000
env:
GOOGLE_API_KEY: ${{ secrets.GOOGLE_API_KEY }}
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
npx tsx tools/optimizer/index.ts \
${{ github.event.inputs.investigate == 'true' && '--investigate' || '' }} \
${{ github.event.inputs.update_processes == 'true' && '--update-processes' || '' }} \
${{ github.event.inputs.commit == 'true' && '--commit' || '' }}
- name: Upload artifacts
if: always()
uses: actions/upload-artifact@v4
with:
name: optimizer-results
path: "*.csv"
tools/optimizer/GEMINI.md
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# Optimizer1000 - Instructions for Gemini CLI
You are the engine behind the `optimizer1000`. You run in phases, and for each phase, you are given a specific `-AGENT.md` prompt.
## How to Modify the Tool
- **Metrics**: To add a new metric, add a script in `metrics/scripts/` and document it in `metrics/METRICS.md`.
- **Investigations**: To add a deep-dive investigation, add a script in `investigations/scripts/` and document it in `investigations/INVESTIGATIONS.md`.
- **Processes**: To add an optimization process, add a script in `processes/scripts/` and document it in `processes/PROCESSES.md`.
- **Prompts**: You can update your own behavior by modifying the `*-AGENT.md` files in each directory.
## Safety & Security
- Never modify product or tool code outside of `tools/optimizer/` unless the `commit` flag is explicitly enabled.
- All repository modifications should be proposed via PRs created with the `gh` CLI.
- Changes should prioritize transparency by logging all intended actions to CSV files.
- Always check the `metrics-before.csv` to understand the current state before recommending changes.
tools/optimizer/index.ts
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import { Command } from 'commander';
import fs from 'node:fs/promises';
import path from 'node:path';
import { fileURLToPath } from 'node:url';
import { execSync } from 'node:child_process';
const __dirname = path.dirname(fileURLToPath(import.meta.url));
async function main() {
const program = new Command();
program
.option('--investigate', 'Run investigation phase', false)
.option('--update-processes', 'Update processes based on learnings', false)
.option('--commit', 'Run processes and commit changes', false)
.parse(process.argv);
const options = program.opts();
console.log('Optimizer1000 starting...');
console.log('Options:', options);
const rootDir = path.resolve(__dirname, '../..');
// Ensure history directory exists so agent doesn't fail listing it
await fs.mkdir(path.join(rootDir, 'history'), { recursive: true });
// 0. Fetch previous artifacts
try {
console.log('Checking for previous artifacts...');
// Check if any run exists for the current branch
const branch = execSync('git rev-parse --abbrev-ref HEAD', { encoding: 'utf-8' }).trim();
const runCheck = execSync(`gh run list --branch ${branch} --limit 1 --json databaseId --jq '.[0].databaseId' || true`, { encoding: 'utf-8' }).trim();
if (runCheck && runCheck !== '') {
console.log('Attempting to fetch previous artifacts into history/ (timeout 30s)...');
await fs.mkdir(path.join(rootDir, 'history'), { recursive: true });
// Download will fail gracefully if the artifact name doesn't match
execSync(`gh run download --name optimizer-results --pattern "*.csv" --dir history > /dev/null 2>&1 || true`, {
stdio: 'inherit',
timeout: 30000,
cwd: rootDir
});
} else {
console.log('No previous runs found, skipping download.');
}
} catch (err) {
console.warn('Artifact check/download skipped, proceeding with fresh state.');
}
// 1. Initial Metrics
await runPhase('metrics', { PRE_RUN: 'true' }, options);
// 2. Investigation (Optional)
if (options.investigate) {
await runPhase('investigations', {}, options);
}
// 3. Update Processes & Run
await runPhase('processes', {
UPDATE_PROCESSES: String(options.updateProcesses),
COMMIT: String(options.commit),
}, options);
// 4. Final Metrics
await runPhase('metrics', { PRE_RUN: 'false' }, options);
console.log('\nOptimizer1000 completed.');
}
async function runPhase(phaseDir: string, env: Record<string, string>, options: any) {
console.log(`\n--- Phase: ${phaseDir} ---`);
const phasePath = path.join(__dirname, phaseDir);
let promptFile: string | undefined;
try {
const files = await fs.readdir(phasePath);
promptFile = files.find(f => f.endsWith('-AGENT.md'));
} catch (err) {
console.warn(`Directory ${phaseDir} not found or inaccessible.`);
return;
}
if (!promptFile) {
console.warn(`No agent prompt found in ${phaseDir}`);
return;
}
const instructionsPath = path.join(phasePath, promptFile);
const envString = Object.entries(env).map(([k, v]) => `${k}=${v}`).join('\n');
const userPrompt = `Execution Context:\n${envString}\n\nPlease proceed with the ${phaseDir} tasks as defined in your instructions. Always output CSV files as requested.`;
console.log(`Running agent with prompt: ${promptFile}`);
// Resolve root to call the CLI binary
const rootDir = path.resolve(__dirname, '../..');
try {
// Run GCLI non-interactively with --yolo to bypass policies
const cliPath = path.join(rootDir, 'packages', 'cli');
const command = `node ${cliPath} --prompt "${userPrompt}" --instructions-path "${instructionsPath}" --yolo`;
execSync(command, {
stdio: 'inherit',
cwd: rootDir,
env: { ...process.env, ...env }
});
} catch (err) {
console.error(`Error in phase ${phaseDir}:`, err.message);
}
console.log(`\n--- Finished Phase: ${phaseDir} ---`);
}
main().catch(err => {
console.error('Fatal error:', err);
process.exit(1);
});
tools/optimizer/investigations/INVESTIGATIONS-AGENT.md
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# Investigations Agent
Your task is to investigate metrics to understand what is contributing to their current values.
1. Analyze `metrics-before.csv` and compare it with any historical metrics in `history/` (e.g., `history/metrics-after.csv` from a previous run).
2. Run existing scripts in `investigations/scripts/` to gather more data.
3. If necessary, create NEW investigation scripts in `investigations/scripts/` to dig deeper (e.g., check issue labels, age, or assignees).
4. Document your findings in `investigations/INVESTIGATIONS.md`, noting if metrics are improving or worsening.
tools/optimizer/investigations/INVESTIGATIONS.md
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# Deep-Dive Investigations
This file documents ad hoc investigations performed to understand contributing factors to metrics.
| Investigation | Metric | Script | Findings |
|---------------|--------|--------|----------|
tools/optimizer/metrics/METRICS-AGENT.md
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# Metrics Agent
Your task is to gather repository metrics.
1. Check for historical data in the `history/` directory to understand previous trends.
2. Run all scripts in the `metrics/scripts/` directory.
3. Output the results to a `metrics-before.csv` file in the project root if this is the start of the run (determined by the presence of `PRE_RUN=true`), or `metrics-after.csv` in the root if it is the end (`PRE_RUN=false`).
4. For any targeted repository concept (e.g., issues), generate a `[concept]-before.csv` (or `-after.csv`) in the project root listing the items and their current state.
5. If a tool fails (e.g., policy denial or script error), report the exact error and DO NOT claim success for that specific task. Attempt to proceed with other scripts if possible.
tools/optimizer/metrics/METRICS.md
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# Repository Metrics
This file documents the metrics tracked by `optimizer1000`.
| Metric | Description | Script | Goal |
|--------|-------------|--------|------|
| open_issues | Number of open issues in the repo | `metrics/scripts/open_issues.js` | Lower is better |
tools/optimizer/metrics/scripts/open_issues.js
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import { execSync } from 'node:child_process';
try {
const output = execSync('gh issue list --state open --limit 1000 --json number', { encoding: 'utf-8' });
const issues = JSON.parse(output);
process.stdout.write(JSON.stringify({
metric: 'open_issues',
value: issues.length,
timestamp: new Date().toISOString()
}));
} catch (err) {
process.stderr.write(err.message);
process.exit(1);
}
tools/optimizer/package-lock.json
Generated
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{
"name": "optimizer1000",
"version": "1.0.0",
"lockfileVersion": 3,
"requires": true,
"packages": {
"": {
"name": "optimizer1000",
"version": "1.0.0",
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"commander": "^12.0.0",
"csv-writer": "^1.6.0"
},
"devDependencies": {
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"tsx": "^4.20.3",
"typescript": "^5.4.5"
}
},
"../../packages/sdk": {
"name": "@google/gemini-cli-sdk",
"version": "0.40.0-nightly.20260414.g5b1f7375a",
"license": "Apache-2.0",
"dependencies": {
"@google/gemini-cli-core": "file:../core",
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tools/optimizer/package.json
+17
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@@ -0,0 +1,17 @@
{
"name": "optimizer1000",
"version": "1.0.0",
"type": "module",
"scripts": {
"start": "tsx index.ts"
},
"dependencies": {
"commander": "^12.0.0",
"csv-writer": "^1.6.0"
},
"devDependencies": {
"tsx": "^4.20.3",
"typescript": "^5.4.5",
"@types/node": "^20.12.7"
}
}
tools/optimizer/processes/PROCESSES-AGENT.md
+11
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# Processes Agent
Your task is to optimize repository metrics based on investigations and current state.
1. Analyze `metrics-before.csv`, `investigations/INVESTIGATIONS.md`, and historical data in `history/`.
2. Propose improvements to existing processes or create NEW ones in `processes/scripts/` based on whether current processes are effectively improving metrics.
3. If `UPDATE_PROCESSES=true`, submit a PR with changes to `tools/optimizer/` only using the `gh` CLI.
4. Run all active processes documented in `processes/PROCESSES.md`.
5. If `COMMIT=true`, apply changes directly to the repository (e.g., triage issues, close stale PRs) using the `gh` CLI.
6. Regardless of `COMMIT` value, always generate `[concept]-after.csv` (e.g., `issues-after.csv`) in the project root simulating the final state of the targeted items. Use `[concept]-before.csv` as a baseline.
7. If any tool fails (e.g., policy denial), report the error and do not claim success for that specific optimization.
tools/optimizer/processes/PROCESSES.md
+7
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# Optimization Processes
This file documents the automated processes run to improve repository metrics.
| Process | Target Metric | Script | Description |
|---------|---------------|--------|-------------|
| triage_issues | open_issues | `processes/scripts/triage_issues.js` | Basic issue triage and labeling |
tools/optimizer/tsconfig.json
+13
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@@ -0,0 +1,13 @@
{
"compilerOptions": {
"target": "ESNext",
"module": "ESNext",
"moduleResolution": "bundler",
"esModuleInterop": true,
"forceConsistentCasingInFileNames": true,
"strict": true,
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},
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}