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203 lines
5.8 KiB
Markdown
203 lines
5.8 KiB
Markdown
# Tutorial: Proof Chain and Audit Trails
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This tutorial shows how to create tamper-evident audit trails for agent sessions using the ProofChain.
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## The Problem
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An agent runs for 30 minutes, makes 50 tool calls, and writes to shared memory 20 times. Afterwards, you need to verify: did the agent actually do what it claims? Was the log tampered with? Can you trace every memory write back to a specific tool call?
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The ProofChain solves this by producing hash-chained, HMAC-signed envelopes for every event.
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## Step 1: Create a Proof Chain
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```ts
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import { createProofChain } from '@claude-flow/guidance/proof';
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// The HMAC key should be a secret known only to the auditing system
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const chain = createProofChain('audit-hmac-secret-key');
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```
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## Step 2: Record Events
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After each run event (a task execution), append it to the chain with its tool calls and memory operations:
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```ts
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import type { RunEvent } from '@claude-flow/guidance';
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// Record tool calls that happened during this event
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const toolCalls = [
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{
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callId: 'call-1',
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toolName: 'Read',
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params: { file_path: '/src/auth.ts' },
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result: { content: '...' },
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timestamp: Date.now(),
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durationMs: 45,
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},
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{
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callId: 'call-2',
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toolName: 'Edit',
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params: { file_path: '/src/auth.ts', old_string: 'foo', new_string: 'bar' },
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result: { success: true },
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timestamp: Date.now(),
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durationMs: 12,
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},
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];
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// Record memory operations
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const memOps = [
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{
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key: 'auth-status',
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namespace: 'task-results',
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operation: 'write' as const,
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valueHash: chain.hashContent('fix applied'),
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timestamp: Date.now(),
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},
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];
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// Append to chain
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chain.appendEvent(runEvent, toolCalls, memOps);
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```
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## Step 3: What's Inside an Envelope
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Each envelope contains:
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```ts
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const envelope = chain.getEnvelope(0);
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envelope.id; // Unique envelope UUID
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envelope.contentHash; // SHA-256 of the run event
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envelope.previousHash; // Hash of the previous envelope (genesis = '0' x 64)
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envelope.chainIndex; // Position in chain (0, 1, 2, ...)
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envelope.timestamp; // When the envelope was created
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envelope.signature; // HMAC-SHA256 over the entire envelope body
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envelope.toolCallHashes; // SHA-256 of each individual tool call
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envelope.memoryLineage; // Read/write trail with value hashes
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envelope.metadata; // Task ID, intent, violation count, etc.
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```
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## Step 4: Verify the Chain
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```ts
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// Verify the entire chain — checks hash links and HMAC signatures
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const valid = chain.verify();
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if (!valid) {
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console.error('Chain has been tampered with!');
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// Find which envelope was modified:
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for (let i = 0; i < chain.length; i++) {
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const env = chain.getEnvelope(i);
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if (!chain.verifyEnvelope(i)) {
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console.error(`Envelope ${i} (${env.id}) is invalid`);
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}
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}
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}
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```
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### What Verification Checks
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1. **Genesis envelope** has `previousHash` = `'0'.repeat(64)`
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2. Each envelope's `previousHash` matches the computed hash of the prior envelope
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3. Each envelope's `signature` is a valid HMAC-SHA256 using the chain's key
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4. The `contentHash` matches a recomputation from the envelope's data
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Breaking any single envelope invalidates the chain from that point forward.
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## Step 5: Serialize for Storage
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```ts
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// Export the chain for persistence
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const serialized = chain.serialize();
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// serialized is a JSON-serializable object
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// Later, restore it
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import { ProofChain } from '@claude-flow/guidance/proof';
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const restored = ProofChain.deserialize(serialized, 'audit-hmac-secret-key');
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const stillValid = restored.verify(); // true if nothing was modified
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```
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## Step 6: Memory Lineage Tracing
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Track exactly which agent wrote what, and when:
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```ts
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// Each envelope records memory operations
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const envelope = chain.getEnvelope(5);
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for (const entry of envelope.memoryLineage) {
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console.log(`${entry.operation}: ${entry.namespace}/${entry.key}`);
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console.log(` Value hash: ${entry.valueHash}`);
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console.log(` At: ${new Date(entry.timestamp)}`);
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}
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```
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## Step 7: WASM-Accelerated Hashing
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For large chains, use the WASM kernel for faster hash computation:
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```ts
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import { getKernel } from '@claude-flow/guidance/wasm-kernel';
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const k = getKernel();
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// Use WASM for individual hashes
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const hash = k.sha256(JSON.stringify(runEvent));
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const mac = k.hmacSha256('key', envelopeBody);
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// Verify a serialized chain via WASM
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const valid = k.verifyChain(JSON.stringify(serializedChain), 'audit-hmac-secret-key');
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```
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At 10,000 events, WASM completes chain verification in ~61ms vs ~76ms for JS.
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## Complete Example
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```ts
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import { createProofChain } from '@claude-flow/guidance/proof';
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import { createGuidanceControlPlane } from '@claude-flow/guidance';
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const plane = createGuidanceControlPlane();
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await plane.initialize();
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const chain = createProofChain('audit-key');
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// Task 1
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const event1 = plane.startRun('task-1', 'bug-fix');
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// ... agent works ...
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const evals1 = await plane.finalizeRun(event1);
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chain.appendEvent(event1, toolCallsFromTask1, memOpsFromTask1);
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// Task 2
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const event2 = plane.startRun('task-2', 'feature');
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// ... agent works ...
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const evals2 = await plane.finalizeRun(event2);
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chain.appendEvent(event2, toolCallsFromTask2, memOpsFromTask2);
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// End of session — verify and persist
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console.log(`Chain length: ${chain.length}`);
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console.log(`Valid: ${chain.verify()}`);
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const serialized = chain.serialize();
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// Store serialized to disk, database, or external audit system
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```
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## Integration with Truth Anchors
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Pin critical audit facts so they can't be overridden:
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```ts
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import { createTruthAnchorStore } from '@claude-flow/guidance/truth-anchors';
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const anchors = createTruthAnchorStore('anchor-signing-key');
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// After verifying a chain, create a truth anchor for the root hash
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anchors.create({
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kind: 'system',
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claim: `Proof chain root hash: ${chain.getRootHash()}`,
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attester: 'audit-system',
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tags: ['audit', 'proof-chain', sessionId],
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});
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```
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