forked from microsoft/agent-governance-toolkit
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathescrow.py
More file actions
430 lines (350 loc) · 14.7 KB
/
escrow.py
File metadata and controls
430 lines (350 loc) · 14.7 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
"""
Proof of Outcome / Escrow Manager
Implements the "Reward" mechanism where agents bet on task outcomes.
Credits are escrowed and released based on SCAK validation.
"""
from datetime import datetime, timedelta, timezone
from typing import Optional, Literal
import hashlib
import uuid
import asyncio
from .schemas.escrow import (
EscrowRequest,
EscrowReceipt,
EscrowStatus,
EscrowRelease,
EscrowResolution,
)
from .schemas.receipt import JobCompletionReceipt, SignedReceipt
from .reputation import ReputationEngine
from .exceptions import (
EscrowNotFoundError,
EscrowExpiredError,
EscrowAlreadyResolvedError,
InsufficientCreditsError,
)
class EscrowManager:
"""
Manages escrow lifecycle for inter-agent tasks.
The "Reward" OS - agents don't just talk, they bet on outcomes.
"""
def __init__(self, reputation_engine: Optional[ReputationEngine] = None):
self.reputation_engine = reputation_engine or ReputationEngine()
# In-memory storage (would be database in production)
self._escrows: dict[str, EscrowReceipt] = {}
self._agent_credits: dict[str, int] = {} # DID -> credits
# Configuration
self.default_timeout = 3600 # 1 hour
self.max_credits_per_escrow = 10000
async def create_escrow(
self,
request: EscrowRequest,
requester_signature: str,
) -> EscrowReceipt:
"""
Create an escrow for a task.
Locks credits from requester until task completion.
"""
# Check requester has enough credits
available = self._agent_credits.get(request.requester_did, 0)
if available < request.credits:
raise InsufficientCreditsError(
request.requester_did,
required=request.credits,
available=available,
)
# Generate escrow ID
escrow_id = f"escrow_{uuid.uuid4().hex[:16]}"
# Create receipt
receipt = EscrowReceipt.from_request(
escrow_id=escrow_id,
request=request,
requester_signature=requester_signature,
)
# Lock credits
self._agent_credits[request.requester_did] -= request.credits
# Sign from Nexus
receipt.nexus_signature = self._sign_escrow(escrow_id, request)
# Store
self._escrows[escrow_id] = receipt
return receipt
async def activate_escrow(self, escrow_id: str) -> EscrowReceipt:
"""Mark escrow as active (task in progress)."""
receipt = self._get_escrow(escrow_id)
if receipt.status != EscrowStatus.PENDING:
raise EscrowAlreadyResolvedError(escrow_id, receipt.status.value)
receipt.status = EscrowStatus.ACTIVE
receipt.activated_at = datetime.now(timezone.utc)
return receipt
async def complete_task(
self,
escrow_id: str,
output_hash: str,
duration_ms: int,
provider_signature: str,
) -> EscrowReceipt:
"""Mark task as complete, awaiting validation."""
receipt = self._get_escrow(escrow_id)
if receipt.status != EscrowStatus.ACTIVE:
raise EscrowAlreadyResolvedError(escrow_id, receipt.status.value)
if receipt.is_expired():
receipt.status = EscrowStatus.EXPIRED
raise EscrowExpiredError(escrow_id, str(receipt.expires_at))
receipt.status = EscrowStatus.AWAITING_VALIDATION
receipt.completed_at = datetime.now(timezone.utc)
return receipt
async def release_escrow(
self,
release: EscrowRelease,
) -> EscrowResolution:
"""
Release escrow based on outcome.
- success: Credits go to provider, provider reputation +2
- failure: Credits return to requester, provider reputation -10
- dispute: Escalate to Arbiter
"""
receipt = self._get_escrow(release.escrow_id)
if not receipt.is_active():
raise EscrowAlreadyResolvedError(release.escrow_id, receipt.status.value)
request = receipt.request
credits = request.credits
# Determine resolution based on outcome
if release.outcome == "success":
# Validate with SCAK if required
if request.require_scak_validation:
if not release.scak_validated:
raise ValueError("SCAK validation required but not performed")
if not release.scak_passed:
# SCAK failed - treat as failure
return await self._resolve_failure(receipt, release)
return await self._resolve_success(receipt, release)
elif release.outcome == "failure":
return await self._resolve_failure(receipt, release)
else: # dispute
return await self._resolve_dispute(receipt, release)
async def _resolve_success(
self,
receipt: EscrowReceipt,
release: EscrowRelease,
) -> EscrowResolution:
"""Resolve escrow as success - credits to provider."""
request = receipt.request
# Transfer credits to provider
self._agent_credits[request.provider_did] = (
self._agent_credits.get(request.provider_did, 0) + request.credits
)
# Update reputation
self.reputation_engine.record_task_outcome(request.provider_did, "success")
# Update receipt
receipt.status = EscrowStatus.RELEASED
receipt.resolved_at = datetime.now(timezone.utc)
return EscrowResolution(
escrow_id=receipt.escrow_id,
final_status=EscrowStatus.RELEASED,
credits_to_provider=request.credits,
credits_to_requester=0,
provider_reputation_change=2,
requester_reputation_change=0,
resolution_reason="Task completed successfully",
resolved_by="automatic",
nexus_signature=self._sign_resolution(receipt.escrow_id, "success"),
)
async def _resolve_failure(
self,
receipt: EscrowReceipt,
release: EscrowRelease,
) -> EscrowResolution:
"""Resolve escrow as failure - credits returned to requester."""
request = receipt.request
# Return credits to requester
self._agent_credits[request.requester_did] = (
self._agent_credits.get(request.requester_did, 0) + request.credits
)
# Update reputation
self.reputation_engine.record_task_outcome(request.provider_did, "failure")
# Update receipt
receipt.status = EscrowStatus.REFUNDED
receipt.resolved_at = datetime.now(timezone.utc)
return EscrowResolution(
escrow_id=receipt.escrow_id,
final_status=EscrowStatus.REFUNDED,
credits_to_provider=0,
credits_to_requester=request.credits,
provider_reputation_change=-10,
requester_reputation_change=0,
resolution_reason="Task failed",
resolved_by="automatic",
nexus_signature=self._sign_resolution(receipt.escrow_id, "failure"),
)
async def _resolve_dispute(
self,
receipt: EscrowReceipt,
release: EscrowRelease,
) -> EscrowResolution:
"""Mark escrow as disputed - to be resolved by Arbiter."""
receipt.status = EscrowStatus.DISPUTED
# Credits remain locked until Arbiter decides
return EscrowResolution(
escrow_id=receipt.escrow_id,
final_status=EscrowStatus.DISPUTED,
credits_to_provider=0,
credits_to_requester=0,
provider_reputation_change=0,
requester_reputation_change=0,
resolution_reason=f"Dispute raised: {release.dispute_reason}",
resolved_by="arbiter",
nexus_signature=self._sign_resolution(receipt.escrow_id, "dispute"),
)
async def expire_escrow(self, escrow_id: str) -> EscrowResolution:
"""Handle escrow expiration - credits returned to requester."""
receipt = self._get_escrow(escrow_id)
request = receipt.request
# Return credits
self._agent_credits[request.requester_did] = (
self._agent_credits.get(request.requester_did, 0) + request.credits
)
# Small reputation penalty for provider
self.reputation_engine.record_task_outcome(request.provider_did, "failure")
receipt.status = EscrowStatus.EXPIRED
receipt.resolved_at = datetime.now(timezone.utc)
return EscrowResolution(
escrow_id=escrow_id,
final_status=EscrowStatus.EXPIRED,
credits_to_provider=0,
credits_to_requester=request.credits,
provider_reputation_change=-5,
requester_reputation_change=0,
resolution_reason="Escrow expired without completion",
resolved_by="timeout",
nexus_signature=self._sign_resolution(escrow_id, "expired"),
)
def get_escrow(self, escrow_id: str) -> EscrowReceipt:
"""Get escrow by ID (public method)."""
return self._get_escrow(escrow_id)
def get_agent_credits(self, agent_did: str) -> int:
"""Get credit balance for an agent."""
return self._agent_credits.get(agent_did, 0)
def add_credits(self, agent_did: str, amount: int) -> int:
"""Add credits to an agent's balance."""
self._agent_credits[agent_did] = self._agent_credits.get(agent_did, 0) + amount
return self._agent_credits[agent_did]
def list_escrows(
self,
agent_did: Optional[str] = None,
status: Optional[EscrowStatus] = None,
) -> list[EscrowReceipt]:
"""List escrows with optional filtering."""
results = list(self._escrows.values())
if agent_did:
results = [
e for e in results
if e.request.requester_did == agent_did or e.request.provider_did == agent_did
]
if status:
results = [e for e in results if e.status == status]
return results
def _get_escrow(self, escrow_id: str) -> EscrowReceipt:
"""Get escrow by ID or raise error."""
if escrow_id not in self._escrows:
raise EscrowNotFoundError(escrow_id)
return self._escrows[escrow_id]
def _sign_escrow(self, escrow_id: str, request: EscrowRequest) -> str:
"""Generate Nexus signature for escrow."""
data = f"{escrow_id}:{request.task_hash}:{request.credits}"
return f"nexus_escrow_{hashlib.sha256(data.encode()).hexdigest()[:32]}"
def _sign_resolution(self, escrow_id: str, outcome: str) -> str:
"""Generate Nexus signature for resolution."""
data = f"{escrow_id}:{outcome}:{datetime.now(timezone.utc).isoformat()}"
return f"nexus_res_{hashlib.sha256(data.encode()).hexdigest()[:32]}"
class ProofOfOutcome:
"""
High-level API for the Proof-of-Outcome mechanism.
Wraps EscrowManager with SCAK validation integration.
"""
def __init__(
self,
escrow_manager: Optional[EscrowManager] = None,
scak_validator: Optional[any] = None, # Would be SCAK validator
):
self.escrow_manager = escrow_manager or EscrowManager()
self.scak_validator = scak_validator
async def create_escrow(
self,
requester_did: str,
provider_did: str,
task_hash: str,
credits: int,
timeout_seconds: int = 3600,
require_scak: bool = True,
drift_threshold: float = 0.15,
) -> EscrowReceipt:
"""Create an escrow for a task."""
request = EscrowRequest(
requester_did=requester_did,
provider_did=provider_did,
task_hash=task_hash,
credits=credits,
timeout_seconds=timeout_seconds,
require_scak_validation=require_scak,
scak_drift_threshold=drift_threshold,
)
# TODO: Generate actual signature
signature = f"sig_{requester_did}_{task_hash[:8]}"
return await self.escrow_manager.create_escrow(request, signature)
async def validate_outcome(
self,
escrow_id: str,
flight_recorder_log: bytes,
claimed_outcome: Literal["success", "failure"],
) -> tuple[bool, Optional[float]]:
"""
Validate task outcome using SCAK.
Replays the flight recorder log against the Control Plane
to deterministically verify the claimed outcome.
Returns:
Tuple of (passed, drift_score)
"""
receipt = self.escrow_manager.get_escrow(escrow_id)
if self.scak_validator is None:
# No SCAK validator - assume success
return True, 0.0
# Validate with SCAK
# drift_score = await self.scak_validator.validate(flight_recorder_log)
# For now, simulate
drift_score = 0.05
threshold = receipt.request.scak_drift_threshold
passed = drift_score <= threshold
return passed, drift_score
async def release_escrow(
self,
escrow_id: str,
outcome: Literal["success", "failure", "dispute"],
output_hash: Optional[str] = None,
duration_ms: Optional[int] = None,
scak_drift_score: Optional[float] = None,
dispute_reason: Optional[str] = None,
) -> EscrowResolution:
"""
Release escrow based on outcome.
- success: Credits go to provider, provider reputation +2
- failure: Credits return to requester, provider reputation -10
- dispute: Escalate to Arbiter
"""
receipt = self.escrow_manager.get_escrow(escrow_id)
# Determine if SCAK passed
scak_passed = None
if scak_drift_score is not None:
scak_passed = scak_drift_score <= receipt.request.scak_drift_threshold
release = EscrowRelease(
escrow_id=escrow_id,
outcome=outcome,
output_hash=output_hash,
duration_ms=duration_ms,
scak_validated=scak_drift_score is not None,
scak_drift_score=scak_drift_score,
scak_passed=scak_passed,
dispute_reason=dispute_reason,
)
return await self.escrow_manager.release_escrow(release)