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#!/usr/bin/env python3
"""
Diff Analyzer — Parse unified diffs and categorize every change.
Pipeline 6.1 for Compounding Intelligence.
"""
import re
from dataclasses import dataclass, field, asdict
from enum import Enum
from typing import List, Dict, Any, Optional
class ChangeCategory(Enum):
ADDED = "added"
DELETED = "deleted"
MODIFIED = "modified"
MOVED = "moved"
CONTEXT = "context"
@dataclass
class Hunk:
"""A single diff hunk with header, line ranges, and category."""
header: str
old_start: int
old_count: int
new_start: int
new_count: int
lines: List[str] = field(default_factory=list)
category: ChangeCategory = ChangeCategory.CONTEXT
def to_dict(self) -> Dict[str, Any]:
d = asdict(self)
d["category"] = self.category.value
return d
@dataclass
class FileChange:
"""A single file's changes."""
path: str
old_path: Optional[str] = None # For renames
hunks: List[Hunk] = field(default_factory=list)
added_lines: int = 0
deleted_lines: int = 0
is_new: bool = False
is_deleted: bool = False
is_renamed: bool = False
is_binary: bool = False
def to_dict(self) -> Dict[str, Any]:
return {
"path": self.path,
"old_path": self.old_path,
"hunks": [h.to_dict() for h in self.hunks],
"added_lines": self.added_lines,
"deleted_lines": self.deleted_lines,
"is_new": self.is_new,
"is_deleted": self.is_deleted,
"is_renamed": self.is_renamed,
"is_binary": self.is_binary,
}
@dataclass
class ChangeSummary:
"""Aggregate stats + per-file breakdown."""
files: List[FileChange] = field(default_factory=list)
total_added: int = 0
total_deleted: int = 0
total_files_changed: int = 0
total_hunks: int = 0
new_files: int = 0
deleted_files: int = 0
renamed_files: int = 0
binary_files: int = 0
def to_dict(self) -> Dict[str, Any]:
return {
"total_files_changed": self.total_files_changed,
"total_added": self.total_added,
"total_deleted": self.total_deleted,
"total_hunks": self.total_hunks,
"new_files": self.new_files,
"deleted_files": self.deleted_files,
"renamed_files": self.renamed_files,
"binary_files": self.binary_files,
"files": [f.to_dict() for f in self.files],
}
class DiffAnalyzer:
"""Parses unified diff format and produces structured ChangeSummary."""
HUNK_HEADER_RE = re.compile(r"^@@\s+-(\d+)(?:,(\d+))?\s+\+(\d+)(?:,(\d+))?\s+@@(.*)$")
DIFF_FILE_RE = re.compile(r"^diff --git a/(.*) b/(.*)")
RENAME_RE = re.compile(r"^rename from (.+)$")
RENAME_TO_RE = re.compile(r"^rename to (.+)$")
NEW_FILE_RE = re.compile(r"^new file mode")
DELETED_FILE_RE = re.compile(r"^deleted file mode")
BINARY_RE = re.compile(r"^Binary files .* differ")
def analyze(self, diff_text: str) -> ChangeSummary:
"""Parse a unified diff and return a ChangeSummary."""
summary = ChangeSummary()
if not diff_text or not diff_text.strip():
return summary
# Split diff into per-file sections
file_diffs = self._split_files(diff_text)
for file_diff in file_diffs:
fc = self._parse_file_diff(file_diff)
summary.files.append(fc)
summary.total_added += fc.added_lines
summary.total_deleted += fc.deleted_lines
summary.total_hunks += len(fc.hunks)
if fc.is_new:
summary.new_files += 1
if fc.is_deleted:
summary.deleted_files += 1
if fc.is_renamed:
summary.renamed_files += 1
if fc.is_binary:
summary.binary_files += 1
summary.total_files_changed = len(summary.files)
return summary
def _split_files(self, diff_text: str) -> List[str]:
"""Split a multi-file diff into individual file diffs."""
lines = diff_text.split("\n")
chunks = []
current = []
for line in lines:
if line.startswith("diff --git ") and current:
chunks.append("\n".join(current))
current = [line]
else:
current.append(line)
if current:
chunks.append("\n".join(current))
return chunks
def _parse_file_diff(self, diff_text: str) -> FileChange:
"""Parse a single file's diff section."""
lines = diff_text.split("\n")
fc = FileChange(path="")
# Extract file paths
for line in lines:
m = self.DIFF_FILE_RE.match(line)
if m:
fc.path = m.group(2)
break
# Check for special states
for line in lines:
if self.NEW_FILE_RE.match(line):
fc.is_new = True
elif self.DELETED_FILE_RE.match(line):
fc.is_deleted = True
elif self.RENAME_RE.match(line):
fc.old_path = m.group(1) if (m := self.RENAME_RE.match(line)) else None
fc.is_renamed = True
elif self.BINARY_RE.match(line):
fc.is_binary = True
return fc # No hunks for binary
# Rename TO
for line in lines:
m = self.RENAME_TO_RE.match(line)
if m and fc.is_renamed:
fc.path = m.group(1)
# Parse hunks
current_hunk = None
for line in lines:
m = self.HUNK_HEADER_RE.match(line)
if m:
if current_hunk:
self._classify_hunk(current_hunk, fc)
fc.hunks.append(current_hunk)
current_hunk = Hunk(
header=m.group(5).strip(),
old_start=int(m.group(1)),
old_count=int(m.group(2) or 1),
new_start=int(m.group(3)),
new_count=int(m.group(4) or 1),
)
elif current_hunk and (line.startswith("+") or line.startswith("-") or line.startswith(" ")):
current_hunk.lines.append(line)
if current_hunk:
self._classify_hunk(current_hunk, fc)
fc.hunks.append(current_hunk)
return fc
def _classify_hunk(self, hunk: Hunk, fc: FileChange):
"""Classify a hunk and count lines."""
added = sum(1 for l in hunk.lines if l.startswith("+"))
deleted = sum(1 for l in hunk.lines if l.startswith("-"))
fc.added_lines += added
fc.deleted_lines += deleted
if added > 0 and deleted == 0:
hunk.category = ChangeCategory.ADDED
elif deleted > 0 and added == 0:
hunk.category = ChangeCategory.DELETED
elif added > 0 and deleted > 0:
hunk.category = ChangeCategory.MODIFIED
else:
hunk.category = ChangeCategory.CONTEXT

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#!/usr/bin/env python3
"""Tests for scripts/diff_analyzer.py — 10 tests."""
import sys
import os
sys.path.insert(0, os.path.dirname(__file__) or ".")
import importlib.util
spec = importlib.util.spec_from_file_location("da", os.path.join(os.path.dirname(__file__) or ".", "diff_analyzer.py"))
mod = importlib.util.module_from_spec(spec)
spec.loader.exec_module(mod)
DiffAnalyzer = mod.DiffAnalyzer
ChangeCategory = mod.ChangeCategory
SAMPLE_ADD = """diff --git a/new.py b/new.py
new file mode 100644
--- /dev/null
+++ b/new.py
@@ -0,0 +1,3 @@
+def hello():
+ print("world")
+ return True
"""
SAMPLE_DELETE = """diff --git a/old.py b/old.py
deleted file mode 100644
--- a/old.py
+++ /dev/null
@@ -1,2 +0,0 @@
-def goodbye():
- pass
"""
SAMPLE_MODIFY = """diff --git a/app.py b/app.py
--- a/app.py
+++ b/app.py
@@ -1,3 +1,4 @@
def main():
- print("old")
+ print("new")
+ print("extra")
return 0
"""
SAMPLE_RENAME = """diff --git a/old_name.py b/new_name.py
rename from old_name.py
rename to new_name.py
--- a/old_name.py
+++ b/new_name.py
@@ -1,1 +1,1 @@
-old content
+new content
"""
SAMPLE_MULTI = """diff --git a/a.py b/a.py
--- a/a.py
+++ b/a.py
@@ -1,1 +1,2 @@
existing
+added line
diff --git b/b.py b/b.py
new file mode 100644
--- /dev/null
+++ b/b.py
@@ -0,0 +1,1 @@
+new file
"""
SAMPLE_BINARY = """diff --git a/img.png b/img.png
Binary files a/img.png and b/img.png differ
"""
def test_empty():
a = DiffAnalyzer()
s = a.analyze("")
assert s.total_files_changed == 0
print("PASS: test_empty")
def test_addition():
a = DiffAnalyzer()
s = a.analyze(SAMPLE_ADD)
assert s.total_files_changed == 1
assert s.total_added == 3
assert s.total_deleted == 0
assert s.new_files == 1
assert s.files[0].hunks[0].category == ChangeCategory.ADDED
print("PASS: test_addition")
def test_deletion():
a = DiffAnalyzer()
s = a.analyze(SAMPLE_DELETE)
assert s.total_deleted == 2
assert s.deleted_files == 1
assert s.files[0].hunks[0].category == ChangeCategory.DELETED
print("PASS: test_deletion")
def test_modification():
a = DiffAnalyzer()
s = a.analyze(SAMPLE_MODIFY)
assert s.total_added == 2
assert s.total_deleted == 1
assert s.files[0].hunks[0].category == ChangeCategory.MODIFIED
print("PASS: test_modification")
def test_rename():
a = DiffAnalyzer()
s = a.analyze(SAMPLE_RENAME)
assert s.renamed_files == 1
assert s.files[0].old_path == "old_name.py"
assert s.files[0].path == "new_name.py"
assert s.files[0].is_renamed == True
print("PASS: test_rename")
def test_multiple_files():
a = DiffAnalyzer()
s = a.analyze(SAMPLE_MULTI)
assert s.total_files_changed == 2
assert s.new_files == 1
print("PASS: test_multiple_files")
def test_binary():
a = DiffAnalyzer()
s = a.analyze(SAMPLE_BINARY)
assert s.binary_files == 1
assert s.files[0].is_binary == True
assert len(s.files[0].hunks) == 0
print("PASS: test_binary")
def test_to_dict():
a = DiffAnalyzer()
s = a.analyze(SAMPLE_MODIFY)
d = s.to_dict()
assert "total_files_changed" in d
assert "files" in d
assert isinstance(d["files"], list)
print("PASS: test_to_dict")
def test_context_only():
diff = """diff --git a/f.py b/f.py
--- a/f.py
+++ b/f.py
@@ -1,3 +1,3 @@
line1
-old
+new
line3
"""
a = DiffAnalyzer()
s = a.analyze(diff)
# Has both added and deleted = MODIFIED
assert s.files[0].hunks[0].category == ChangeCategory.MODIFIED
print("PASS: test_context_only")
def test_multi_hunk():
diff = """diff --git a/f.py b/f.py
--- a/f.py
+++ b/f.py
@@ -1,1 +1,2 @@
existing
+first addition
@@ -10,1 +11,2 @@
more
+second addition
"""
a = DiffAnalyzer()
s = a.analyze(diff)
assert s.total_hunks == 2
assert s.total_added == 2
print("PASS: test_multi_hunk")
def run_all():
test_empty()
test_addition()
test_deletion()
test_modification()
test_rename()
test_multiple_files()
test_binary()
test_to_dict()
test_context_only()
test_multi_hunk()
print("\nAll 10 tests passed!")
if __name__ == "__main__":
run_all()

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#!/usr/bin/env python3
"""
Comprehensive test script for knowledge extraction prompt.
Validates prompt structure, requirements, and consistency.
"""
import json
import re
from pathlib import Path
def test_prompt_structure():
"""Test that the prompt has the required structure."""
prompt_path = Path("templates/harvest-prompt.md")
if not prompt_path.exists():
return False, "harvest-prompt.md not found"
content = prompt_path.read_text()
# Check for required sections
required_sections = [
"System Prompt",
"Instructions",
"Categories",
"Output Format",
"Confidence Scoring",
"Constraints",
"Example"
]
for section in required_sections:
if section.lower() not in content.lower():
return False, f"Missing required section: {section}"
# Check for required categories
required_categories = ["fact", "pitfall", "pattern", "tool-quirk", "question"]
for category in required_categories:
if category not in content:
return False, f"Missing required category: {category}"
# Check for required output fields
required_fields = ["fact", "category", "repo", "confidence"]
for field in required_fields:
if field not in content:
return False, f"Missing required output field: {field}"
# Check prompt size (should be ~1k tokens, roughly 4k chars)
if len(content) > 5000:
return False, f"Prompt too large: {len(content)} chars (max ~5000)"
if len(content) < 1000:
return False, f"Prompt too small: {len(content)} chars (min ~1000)"
return True, "Prompt structure is valid"
def test_confidence_scoring():
"""Test that confidence scoring is properly defined."""
prompt_path = Path("templates/harvest-prompt.md")
content = prompt_path.read_text()
# Check for confidence scale definitions
confidence_levels = [
("0.9-1.0", "explicitly stated"),
("0.7-0.8", "clearly implied"),
("0.5-0.6", "suggested"),
("0.3-0.4", "inferred"),
("0.1-0.2", "speculative")
]
for level, description in confidence_levels:
if level not in content:
return False, f"Missing confidence level: {level}"
if description.lower() not in content.lower():
return False, f"Missing confidence description: {description}"
return True, "Confidence scoring is properly defined"
def test_example_quality():
"""Test that examples are clear and complete."""
prompt_path = Path("templates/harvest-prompt.md")
content = prompt_path.read_text()
# Check for example input/output
if "example" not in content.lower():
return False, "No examples provided"
# Check that example includes all categories
example_section = content[content.lower().find("example"):]
# Look for JSON example
json_match = re.search(r'\{[\s\S]*"knowledge"[\s\S]*\}', example_section)
if not json_match:
return False, "No JSON example found"
example_json = json_match.group(0)
# Check for all categories in example
for category in ["fact", "pitfall", "pattern", "tool-quirk", "question"]:
if category not in example_json:
return False, f"Example missing category: {category}"
return True, "Examples are clear and complete"
def test_constraint_coverage():
"""Test that constraints cover all requirements."""
prompt_path = Path("templates/harvest-prompt.md")
content = prompt_path.read_text()
required_constraints = [
"No hallucination",
"only extract",
"explicitly",
"partial",
"failed sessions",
"1k tokens"
]
for constraint in required_constraints:
if constraint.lower() not in content.lower():
return False, f"Missing constraint: {constraint}"
return True, "Constraints cover all requirements"
def test_test_sessions():
"""Test that test sessions exist and are valid."""
test_sessions_dir = Path("test_sessions")
if not test_sessions_dir.exists():
return False, "test_sessions directory not found"
session_files = list(test_sessions_dir.glob("*.jsonl"))
if len(session_files) < 5:
return False, f"Only {len(session_files)} test sessions found, need 5"
# Check each session file
for session_file in session_files:
content = session_file.read_text()
lines = content.strip().split("\n")
# Check that each line is valid JSON
for i, line in enumerate(lines, 1):
try:
json.loads(line)
except json.JSONDecodeError as e:
return False, f"Invalid JSON in {session_file.name}, line {i}: {e}"
return True, f"Found {len(session_files)} valid test sessions"
def run_all_tests():
"""Run all tests and return results."""
tests = [
("Prompt Structure", test_prompt_structure),
("Confidence Scoring", test_confidence_scoring),
("Example Quality", test_example_quality),
("Constraint Coverage", test_constraint_coverage),
("Test Sessions", test_test_sessions)
]
results = []
all_passed = True
for test_name, test_func in tests:
try:
passed, message = test_func()
results.append({
"test": test_name,
"passed": passed,
"message": message
})
if not passed:
all_passed = False
except Exception as e:
results.append({
"test": test_name,
"passed": False,
"message": f"Error: {str(e)}"
})
all_passed = False
# Print results
print("=" * 60)
print("HARVEST PROMPT TEST RESULTS")
print("=" * 60)
for result in results:
status = "✓ PASS" if result["passed"] else "✗ FAIL"
print(f"{status}: {result['test']}")
print(f" {result['message']}")
print()
print("=" * 60)
if all_passed:
print("ALL TESTS PASSED!")
else:
print("SOME TESTS FAILED!")
print("=" * 60)
return all_passed, results
if __name__ == "__main__":
all_passed, results = run_all_tests()
# Save results to file
with open("test_results.json", "w") as f:
json.dump({
"all_passed": all_passed,
"results": results,
"timestamp": "2026-04-14T19:05:00Z"
}, f, indent=2)
print(f"Results saved to test_results.json")
# Exit with appropriate code
exit(0 if all_passed else 1)

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{"role": "user", "content": "Deploy the application to production"}
{"role": "assistant", "content": "I'll deploy the application to production.", "tool_calls": [{"function": "terminal", "arguments": {"command": "ssh deploy@prod-server 'cd /app && git pull && docker-compose up -d'"}}]}
{"role": "tool", "content": "ssh: connect to host prod-server port 22: Connection refused"}
{"role": "assistant", "content": "Connection refused. Let me check the server status.", "tool_calls": [{"function": "terminal", "arguments": {"command": "ping -c 3 prod-server"}}]}
{"role": "tool", "content": "PING prod-server (192.168.1.100): 56 data bytes\nRequest timeout for icmp_seq 0\nRequest timeout for icmp_seq 1\nRequest timeout for icmp_seq 2\n--- prod-server ping statistics ---\n3 packets transmitted, 0 packets received, 100.0% packet loss"}
{"role": "assistant", "content": "The server appears to be down. Let me check if there's an alternative deployment method."}
{"role": "user", "content": "Try using the VPS instead"}
{"role": "assistant", "content": "I'll try deploying to the VPS.", "tool_calls": [{"function": "terminal", "arguments": {"command": "ssh deploy@vps-server 'cd /app && git pull && docker-compose up -d'"}}]}
{"role": "tool", "content": "Permission denied (publickey)."}
{"role": "assistant", "content": "Permission denied. The SSH key might not be set up correctly. Let me check the SSH configuration.", "tool_calls": [{"function": "terminal", "arguments": {"command": "cat ~/.ssh/config"}}]}
{"role": "tool", "content": "Host vps-server\n HostName 167.99.126.228\n User deploy\n IdentityFile ~/.ssh/id_rsa_vps"}
{"role": "assistant", "content": "The SSH config looks correct. Let me check if the key exists.", "tool_calls": [{"function": "terminal", "arguments": {"command": "ls -la ~/.ssh/id_rsa_vps"}}]}
{"role": "tool", "content": "ls: /Users/user/.ssh/id_rsa_vps: No such file or directory"}
{"role": "assistant", "content": "The SSH key doesn't exist. This is a pitfall - we need to generate the SSH key first."}
{"role": "user", "content": "Generate a new SSH key for the VPS"}
{"role": "assistant", "content": "I'll generate a new SSH key.", "tool_calls": [{"function": "terminal", "arguments": {"command": "ssh-keygen -t rsa -b 4096 -f ~/.ssh/id_rsa_vps -N ''"}}]}
{"role": "tool", "content": "Generating public/private rsa key pair.\nYour identification has been saved in /Users/user/.ssh/id_rsa_vps\nYour public key has been saved in /Users/user/.ssh/id_rsa_vps.pub\nThe key fingerprint is:\nSHA256:abc123... user@machine"}
{"role": "assistant", "content": "SSH key generated. Now I need to add it to the VPS."}

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{"role": "user", "content": "Check the Gitea API for open issues"}
{"role": "assistant", "content": "I'll check the Gitea API for open issues.", "tool_calls": [{"function": "terminal", "arguments": {"command": "curl -H 'Authorization: token $GITEA_TOKEN' https://forge.alexanderwhitestone.com/api/v1/repos/Timmy_Foundation/compounding-intelligence/issues?state=open"}}]}
{"role": "tool", "content": "curl: (6) Could not resolve host: forge.alexanderwhitestone.com"}
{"role": "assistant", "content": "DNS resolution failed. Let me check the network connectivity.", "tool_calls": [{"function": "terminal", "arguments": {"command": "nslookup forge.alexanderwhitestone.com"}}]}
{"role": "tool", "content": "Server: 8.8.8.8\nAddress: 8.8.8.8#53\n\n** server can't find forge.alexanderwhitestone.com: NXDOMAIN"}
{"role": "assistant", "content": "The domain doesn't resolve. This might be a DNS issue. Let me try using the IP address directly.", "tool_calls": [{"function": "terminal", "arguments": {"command": "curl -H 'Authorization: token $GITEA_TOKEN' https://167.99.126.228/api/v1/repos/Timmy_Foundation/compounding-intelligence/issues?state=open"}}]}
{"role": "tool", "content": "curl: (60) SSL certificate problem: self signed certificate"}
{"role": "assistant", "content": "SSL certificate issue. The server is using a self-signed certificate. Let me try with -k flag to skip SSL verification.", "tool_calls": [{"function": "terminal", "arguments": {"command": "curl -k -H 'Authorization: token $GITEA_TOKEN' https://167.99.126.228/api/v1/repos/Timmy_Foundation/compounding-intelligence/issues?state=open"}}]}
{"role": "tool", "content": "[]"}
{"role": "assistant", "content": "No open issues found. The API returned an empty array."}
{"role": "user", "content": "Check if there are any pull requests"}
{"role": "assistant", "content": "Let me check for pull requests.", "tool_calls": [{"function": "terminal", "arguments": {"command": "curl -k -H 'Authorization: token $GITEA_TOKEN' https://167.99.126.228/api/v1/repos/Timmy_Foundation/compounding-intelligence/pulls?state=open"}}]}
{"role": "tool", "content": "[{"id": 20, "title": "feat: add harvester.py + session_reader.py — session knowledge extractor (closes #8)", "state": "open", "user": {"login": "Rockachopa"}, "created_at": "2026-04-14T17:28:20Z"}]"}
{"role": "assistant", "content": "Found 1 open pull request: PR #20 - "feat: add harvester.py + session_reader.py — session knowledge extractor (closes #8)" by Rockachopa."}

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{"role": "user", "content": "How do I deploy a new version of the application?"}
{"role": "assistant", "content": "Here's the deployment process:\n1. Run tests: pytest\n2. Build Docker image: docker build -t app:latest .\n3. Push to registry: docker push registry.example.com/app:latest\n4. Update production: ssh prod 'cd /app && docker-compose pull && docker-compose up -d'\n5. Verify: curl https://app.example.com/health"}
{"role": "user", "content": "What if tests fail?"}
{"role": "assistant", "content": "If tests fail:\n1. Check the error logs: pytest -v\n2. Fix the failing tests\n3. Re-run tests: pytest\n4. If still failing, check recent changes: git log --oneline -10\n5. Consider reverting: git revert HEAD"}
{"role": "user", "content": "What if the Docker build fails?"}
{"role": "assistant", "content": "If Docker build fails:\n1. Check Dockerfile syntax: docker build --no-cache -t app:latest .\n2. Check for missing dependencies: cat requirements.txt\n3. Check disk space: df -h\n4. Clean up Docker: docker system prune -f\n5. Try building with verbose output: docker build --progress=plain -t app:latest ."}
{"role": "user", "content": "What if the push to registry fails?"}
{"role": "assistant", "content": "If push to registry fails:\n1. Check registry credentials: docker login registry.example.com\n2. Check registry space: curl https://registry.example.com/v2/_catalog\n3. Check image size: docker images app:latest\n4. Try tagging with version: docker tag app:latest registry.example.com/app:v1.0.0\n5. Push with version tag: docker push registry.example.com/app:v1.0.0"}
{"role": "user", "content": "What if the production update fails?"}
{"role": "assistant", "content": "If production update fails:\n1. Check SSH connection: ssh prod 'echo connected'\n2. Check disk space on prod: ssh prod 'df -h'\n3. Check Docker status: ssh prod 'docker ps -a'\n4. Check logs: ssh prod 'docker-compose logs --tail=100'\n5. Rollback: ssh prod 'cd /app && git checkout HEAD~1 && docker-compose up -d'"}

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{"role": "user", "content": "I need to implement a new feature for the application"}
{"role": "assistant", "content": "I can help you implement a new feature. What feature would you like to add?"}
{"role": "user", "content": "I want to add user authentication"}
{"role": "assistant", "content": "User authentication is a good feature. I have a few questions:\n1. What authentication method do you prefer? (JWT, OAuth, Session-based)\n2. Do you need social login? (Google, GitHub, etc.)\n3. What user data do you need to store?\n4. Do you need role-based access control?\n5. What's your database? (PostgreSQL, MySQL, SQLite)"}
{"role": "user", "content": "I prefer JWT, no social login, just email and password, no roles, PostgreSQL"}
{"role": "assistant", "content": "Great choices. Here's the implementation plan:\n1. Create user model with email and password hash\n2. Create JWT token generation and validation\n3. Create login endpoint: POST /api/auth/login\n4. Create register endpoint: POST /api/auth/register\n5. Create middleware for protected routes\n6. Add password hashing with bcrypt\n7. Add rate limiting for login attempts\n8. Add password reset functionality\n9. Add email verification\n10. Test all endpoints"}
{"role": "user", "content": "What about password reset?"}
{"role": "assistant", "content": "For password reset:\n1. Create reset token table\n2. Create forgot password endpoint: POST /api/auth/forgot-password\n3. Send reset email with token\n4. Create reset password endpoint: POST /api/auth/reset-password\n5. Validate reset token and expiration\n6. Update password and delete token\n7. Send confirmation email"}
{"role": "user", "content": "What about email verification?"}
{"role": "assistant", "content": "For email verification:\n1. Add email_verified field to user model\n2. Create verification token table\n3. Send verification email on registration\n4. Create verify email endpoint: GET /api/auth/verify-email?token=...\n5. Validate token and update email_verified\n6. Add middleware to check email_verified for certain routes\n7. Add resend verification email endpoint"}
{"role": "user", "content": "What about rate limiting?"}
{"role": "assistant", "content": "For rate limiting:\n1. Use Redis for rate limit storage\n2. Create rate limit middleware\n3. Set limits: 5 login attempts per minute, 3 password resets per hour\n4. Return 429 Too Many Requests when limit exceeded\n5. Add X-RateLimit headers to responses\n6. Log rate limit violations\n7. Add whitelist for trusted IPs"}

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{"role": "user", "content": "Clone the repo at forge.alexanderwhitestone.com/Timmy_Foundation/compounding-intelligence"}
{"role": "assistant", "content": "I'll clone the repository for you.", "tool_calls": [{"function": "terminal", "arguments": {"command": "git clone https://forge.alexanderwhitestone.com/Timmy_Foundation/compounding-intelligence.git"}}]}
{"role": "tool", "content": "Cloning into 'compounding-intelligence'...\nremote: Enumerating objects: 15, done.\nremote: Counting objects: 100% (15/15), done.\nremote: Compressing objects: 100% (12/12), done.\nremote: Total 15 (delta 2), reused 0 (delta 0), pack-reused 0\nReceiving objects: 100% (15/15), done.\nResolving deltas: 100% (2/2), done."}
{"role": "assistant", "content": "Repository cloned successfully. Let me check the structure.", "tool_calls": [{"function": "terminal", "arguments": {"command": "ls -la compounding-intelligence/"}}]}
{"role": "tool", "content": "total 8\ndrwxr-xr-x 5 user staff 160 Apr 14 17:21 .\ndrwxr-xr-x 12 user staff 384 Apr 14 17:21 ..\ndrwxr-xr-x 13 user staff 416 Apr 14 17:21 .git\n-rw-r--r-- 1 user staff 1234 Apr 14 17:21 README.md\ndrwxr-xr-x 3 user staff 96 Apr 14 17:21 knowledge\n-rw-r--r-- 1 user staff 456 Apr 14 17:21 metrics\ndrwxr-xr-x 4 user staff 128 Apr 14 17:21 scripts\ndrwxr-xr-x 3 user staff 96 Apr 14 17:21 templates"}
{"role": "user", "content": "What files are in the templates directory?"}
{"role": "assistant", "content": "Let me check the templates directory.", "tool_calls": [{"function": "terminal", "arguments": {"command": "ls -la compounding-intelligence/templates/"}}]}
{"role": "tool", "content": "total 0\ndrwxr-xr-x 3 user staff 96 Apr 14 17:21 .\ndrwxr-xr-x 5 user staff 160 Apr 14 17:21 ..\n-rw-r--r-- 1 user staff 0 Apr 14 17:21 .gitkeep"}
{"role": "assistant", "content": "The templates directory currently only contains a .gitkeep file. No templates have been added yet."}
{"role": "user", "content": "Create a harvest-prompt.md template in the templates directory."}
{"role": "assistant", "content": "I'll create the harvest-prompt.md template for you.", "tool_calls": [{"function": "terminal", "arguments": {"command": "cat > compounding-intelligence/templates/harvest-prompt.md << 'EOF'\n# Knowledge Extraction Prompt\n\nExtract knowledge from session transcripts.\nEOF"}}]}
{"role": "tool", "content": ""}
{"role": "assistant", "content": "Template created successfully. The harvest-prompt.md file is now in the templates directory."}