true-recall/checklist.md

TrueRecall v2 - Exhaustive Installation & Validation Checklist

Comprehensive pre-install, install, and post-install validation steps.

---

Table of Contents

1. Pre-Installation Checks
2. System Dependencies
3. Network & Connectivity
4. Installation Validation
5. Post-Installation Runtime
6. Data Integrity & Quality
7. Security & Privacy
8. Performance & Scaling
9. Git & Backup
10. Troubleshooting
11. Quick Reference

---

1. Pre-Installation Checks

1.1 Environment Prerequisites

#	Check	Command	Expected Result	Critical
1.1.1	Python 3.8+	python3 --version	3.8.x or higher	✅ Yes
1.1.2	pip available	pip3 --version	Version displayed	✅ Yes
1.1.3	curl available	curl --version	Version displayed	✅ Yes
1.1.4	git available	git --version	Version displayed	⚠️ Medium
1.1.5	jq available	jq --version	Version displayed	⚠️ Medium
1.1.6	virtualenv	python3 -m venv --help	Help text shown	❌ No

1.2 TrueRecall v1 Detection

#	Check	Command/Method	Expected Result
1.2.1	v1 folder exists	ls ~/.openclaw/workspace/.projects/true-recall/tr-daily/	Should NOT exist
1.2.2	v1 cron exists	crontab -l | grep "tr-daily"	Should be empty
1.2.3	v1 service exists	systemctl status memories-qdrant	Should be "not found"
1.2.4	v1 Redis queue	redis-cli llen "tr:compact_queue"	Should be 0 or error

---

2. System Dependencies

2.1 Qdrant Verification

#	Check	Command	Expected Result	Critical
2.1.1	Qdrant HTTP port	curl http://<QDRANT_IP>:6333	Returns JSON version	✅ Yes
2.1.2	Qdrant gRPC port	curl http://<QDRANT_IP>:6334	Should connect	⚠️ Medium
2.1.3	Collections API	curl http://<QDRANT_IP>:6333/collections	Returns list	✅ Yes
2.1.4	Health check	curl http://<QDRANT_IP>:6333/healthz	Returns "ok"	✅ Yes
2.1.5	HTTPS fallback	curl -k https://<QDRANT_IP>:6333	Check if TLS enabled	❌ No
2.1.6	Authentication	curl -H "api-key: XXX" <QDRANT_URL>	Check if auth required	❌ No
2.1.7	Cluster status	curl http://<QDRANT_IP>:6333/cluster	Returns peers	❌ No

2.2 Ollama Verification

#	Check	Command	Expected Result	Critical
2.2.1	Ollama running	curl http://<OLLAMA_IP>:11434/api/tags	Returns models list	✅ Yes
2.2.2	Version check	curl http://<OLLAMA_IP>:11434/api/version	Version string	⚠️ Medium
2.2.3	Embedding model pulled	Check in tags response	mxbai-embed-large or snowflake-arctic-embed2	✅ Yes
2.2.4	Curator model pulled	Check in tags response	qwen3:30b-a3b-instruct or qwen3:4b-instruct	✅ Yes
2.2.5	GPU acceleration	curl http://<OLLAMA_IP>:11434/api/ps	Shows GPU if available	❌ No
2.2.6	Model info	curl http://<OLLAMA_IP>:11434/api/show -d '{"name":"mxbai-embed-large"}'	Returns details	⚠️ Medium
2.2.7	Generate test	Test embedding generation	Returns vector	✅ Yes

2.3 OpenClaw Verification

#	Check	Command	Expected Result	Critical
2.3.1	Gateway running	openclaw gateway status	"active"	✅ Yes
2.3.2	Config valid	openclaw doctor	No errors	✅ Yes
2.3.3	Plugin available	openclaw plugins list	memory-qdrant present	✅ Yes
2.3.4	Plugin enabled	openclaw config get plugins.entries.memory-qdrant.enabled	true	✅ Yes
2.3.5	Gateway API	curl http://<GATEWAY_IP>:18789/api/status	Returns status JSON	⚠️ Medium
2.3.6	Control UI	curl http://<GATEWAY_IP>:18789	Returns HTML	⚠️ Medium
2.3.7	Sessions path	ls ~/.openclaw/agents/main/sessions/	Directory exists	✅ Yes
2.3.8	Compactor config	openclaw config get agents.defaults.compaction	Mode and settings	✅ Yes

---

3. Network & Connectivity

3.1 Service Reachability

#	Check	Command	Expected Result
3.1.1	Qdrant from host	curl http://<QDRANT_IP>:6333	Response < 100ms
3.1.2	Ollama from host	curl http://<OLLAMA_IP>:11434/api/tags	Response < 100ms
3.1.3	Gateway from host	curl http://<GATEWAY_IP>:18789/api/status	Response < 100ms
3.1.4	Qdrant from container	docker exec openclaw curl <QDRANT_URL>	Same as host
3.1.5	DNS resolution	nslookup <QDRANT_IP>	Resolves or fails fast
3.1.6	Firewall ports	nc -zv <QDRANT_IP> 6333	"succeeded"

3.2 URL Validation

#	Check	Pattern	Example
3.2.1	Qdrant URL format	http://IP:PORT	http://localhost:6333
3.2.2	Ollama URL format	http://IP:PORT	http://localhost:11434
3.2.3	No trailing slash	`sed 's	/$
3.2.4	No protocol mismatch	Check for https:// when should be http://	Match service config

---

4. Installation Validation

4.1 Installer Execution

#	Check	What to Verify	Expected Result
4.1.1	v1 detected	Installer warning shown	v1 components listed
4.1.2	User acknowledgment	"Continue at your own risk?"	Y/N prompt
4.1.3	Mode selection	Full vs Simple	User choice recorded
4.1.4	All prompts answered	No skipped prompts	Complete config
4.1.5	Go-back navigation	Can navigate between prompts	Works correctly
4.1.6	Custom input	Can enter custom values	Accepted and validated
4.1.7	Summary displayed	Final config shown	All fields present
4.1.8	Confirmation	User confirms install	Proceeds or aborts

4.2 Config File Generation

#	File	Location	Validation	Critical
4.2.1	curator_config.json	tr-continuous/	Valid JSON, all fields	✅ Yes
4.2.2	curator_timer.py	tr-continuous/	Python syntax valid	✅ Yes
4.2.3	content_cleaner.py	tr-continuous/	Python syntax valid	⚠️ Medium
4.2.4	curator-prompt.md	tr-continuous/	File exists, readable	✅ Yes
4.2.5	push-all.sh	Root	Executable, valid bash	⚠️ Medium
4.2.6	plugin-config.json	Root (full mode)	Valid JSON	✅ Yes

4.3 Config File Content Validation

#	Field	Type	Validation Rule	Example
4.3.1	timer_minutes	integer	> 0 && < 1440	5, 30, 60
4.3.2	batch_size	integer	> 0 && <= 1000	50, 100, 500
4.3.3	user_id	string	non-empty	"rob"
4.3.4	source_collection	string	non-empty	"memories_tr"
4.3.5	target_collection	string	non-empty	"gems_tr"
4.3.6	embedding_model	string	in Ollama model list	"mxbai-embed-large"
4.3.7	curator_model	string	in Ollama model list	"qwen3:30b-a3b-instruct"
4.3.8	qdrant_url	URL	reachable	"http://localhost:6333"
4.3.9	ollama_url	URL	reachable	"http://localhost:11434"
4.3.10	max_recall_results	integer	> 0 && <= 20	2, 5, 10
4.3.11	min_recall_score	float	>= 0.0 && <= 1.0	0.7, 0.85

---

5. Post-Installation Runtime

5.1 Watcher Service

#	Check	Command	Expected Result	Critical
5.1.1	Service file exists	ls /etc/systemd/system/mem-qdrant-watcher.service	File present	✅ Yes
5.1.2	Service loaded	systemctl daemon-reload	No errors	✅ Yes
5.1.3	Service enabled	systemctl is-enabled mem-qdrant-watcher	enabled	✅ Yes
5.1.4	Service running	systemctl is-active mem-qdrant-watcher	active	✅ Yes
5.1.5	Process running	ps aux | grep "realtime_qdrant_watcher"	Process found	✅ Yes
5.1.6	Logs accessible	sudo journalctl -u mem-qdrant-watcher -n 5	Entries shown	✅ Yes
5.1.7	No errors	sudo journalctl -u mem-qdrant-watcher | grep -i error	Empty or minimal	✅ Yes
5.1.8	PID file	Check if PID tracking enabled	File exists	❌ No
5.1.9	Restart on crash	systemctl cat mem-qdrant-watcher | grep Restart	Restart=always	⚠️ Medium

5.2 Timer Curator (Full Mode)

#	Check	Command	Expected Result	Critical
5.2.1	Cron entry exists	crontab -l | grep "curator_timer.py"	Entry found	✅ Yes
5.2.2	Cron syntax valid	crontab -l	No syntax errors	✅ Yes
5.2.3	Timer matches config	Compare crontab vs config	Match	✅ Yes
5.2.4	Log file created	ls /var/log/true-recall-timer.log	File exists	✅ Yes
5.2.5	Log writable	touch /var/log/true-recall-timer.log	No permission error	✅ Yes
5.2.6	Log rotation	ls /var/log/true-recall-timer.log*	Rotated files	❌ No
5.2.7	First run completed	tail /var/log/true-recall-timer.log	"Completed" or similar	✅ Yes
5.2.8	No Python errors	grep -i "traceback|error" /var/log/true-recall-timer.log	Empty	✅ Yes
5.2.9	Process not stuck	pgrep -f "curator_timer.py" | wc -l	0 or 1 (not many)	✅ Yes

5.3 Collection Creation

#	Check	Command	Expected Result	Critical
5.3.1	memories_tr exists	curl <QDRANT_URL>/collections/memories_tr	HTTP 200	✅ Yes
5.3.2	gems_tr exists (full)	curl <QDRANT_URL>/collections/gems_tr	HTTP 200	✅ Yes
5.3.3	Collection config	curl <QDRANT_URL>/collections/memories_tr	Correct vector size	✅ Yes
5.3.4	Embedding size	Check collection config	768 (mxbai) or 1024 (snowflake)	✅ Yes
5.3.5	Distance metric	Check collection config	cosine	✅ Yes
5.3.6	Index created	Query points	Returns results	✅ Yes
5.3.7	Can write points	Test insert	HTTP 200	✅ Yes
5.3.8	Can read points	Test query	Returns points	✅ Yes
5.3.9	Can scroll	Scroll API	Returns batch	✅ Yes
5.3.10	Payload indexing	Check index config	Fields indexed	⚠️ Medium

---

6. Data Integrity & Quality

6.1 Memory Capture

#	Check	Method	Expected Result
6.1.1	Watcher capturing	Send message, check memories_tr	Point added within 1s
6.1.2	Session ID stored	Query point payload	session_id present
6.1.3	Timestamp valid	Query point payload	ISO 8601 format
6.1.4	Content not empty	Query point payload	text non-empty
6.1.5	User ID set	Query point payload	user_id matches config
6.1.6	curated flag	Query point payload	curated: false on new
6.1.7	Embedding generated	Query point vector	Vector non-null
6.1.8	Vector correct size	Check dimensions	768 or 1024

6.2 Gem Curation

#	Check	Method	Expected Result
6.2.1	Gems being created	Check gems_tr count	Increasing over time
6.2.2	curated flag updated	Query memories_tr	curated: true after process
6.2.3	Gem has 11 fields	Query gem payload	All fields present
6.2.4	importance valid	Check gem payload	"high", "medium", or "low" (not "3")
6.2.5	confidence valid	Check gem payload	Float 0.0-1.0 (not "0.7")
6.2.6	gem field valid	Check gem payload	Not starting with "User confirmed"
6.2.7	categories valid	Check gem payload	Non-empty array
6.2.8	snippet accurate	Check gem payload	Matches source turns
6.2.9	timestamp valid	Check gem payload	ISO 8601 from source turn
6.2.10	context richness	Review gem manually	2-3 explanatory sentences

6.3 Duplication Check

#	Check	Method	Expected Result
6.3.1	Similarity score	Search similar gems	< 0.85 for unique
6.3.2	24h window check	Query recent gems	No near-duplicates
6.3.3	Duplicate rate	Sample 100 gems	< 10% duplicates

---

7. Security & Privacy

7.1 Pre-Commit Checks

#	Check	Command	What to Look For	Severity
7.1.1	Internal IPs	grep -rE "(10\.[0-9]+\.[0-9]+\.[0-9]+|192\.168\.[0-9]+\.[0-9]+)"	Private network addresses	🔴 Critical
7.1.2	Passwords/Tokens	`grep -riE "(password	token	secret
7.1.3	SSH Keys	`grep -rE "(BEGIN.*PRIVATE KEY	ssh-rsa	ssh-ed25519)"`
7.1.4	Absolute Paths	`grep -rE "(/root/	/home/[a-z]+/	.ssh/)"`
7.1.5	Timestamps	grep -rE "[0-9]{4}-[0-9]{2}-[0-9]{2}T[0-9]{2}:[0-9]{2}"	Non-project dates	🟡 Medium
7.1.6	Usernames	grep -riE "user: [a-z]+"	System usernames	🟡 Medium
7.1.7	Email addresses	grep -rE "[a-z]+@[a-z]+\.[a-z]+"	Personal emails	🟡 Medium
7.1.8	URLs with credentials	grep -rE "https?://[^:]+:[^@]+@"	Embedded auth	🔴 Critical
7.1.9	Database credentials	grep -riE "(mongodb://|postgres://|mysql://)"	Connection strings	🔴 Critical
7.1.10	AWS/Azure/GCP keys	`grep -rE "(AKIA[0-9A-Z]{16}|azure	gcp)"`	Cloud credentials

7.2 Placeholder Replacements

#	Found	Replace With
7.2.1	10.0.0.x	<QDRANT_IP> or <OLLAMA_IP>
7.2.2	192.168.x.x	<LOCAL_NETWORK_IP>
7.2.3	172.16-31.x.x	<PRIVATE_IP>
7.2.4	/root/.openclaw/	~/.openclaw/ or <OPENCLAW_PATH>
7.2.5	/home/username/	~/ or <USER_HOME>
7.2.6	Real tokens	<TOKEN> or <API_KEY>
7.2.7	Specific dates	<DATE> or <TIMESTAMP>
7.2.8	Real passwords	<PASSWORD>
7.2.9	Hostnames	<HOSTNAME> if internal

7.3 Files to Review Before Commit

• All .py files
• All .md files
• All .json files
• All .sh files
• All .yaml / .yml files
• All .toml files
• Any log files (should be in .gitignore)
• Any config files with paths
• .env files (should be in .gitignore)
• Dockerfiles
• Makefile / justfile

---

8. Performance & Scaling

8.1 Timing Benchmarks

#	Operation	Target Time	Max Acceptable
8.1.1	Watcher capture	< 100ms	500ms
8.1.2	Embedding generation	< 50ms	200ms
8.1.3	Qdrant upsert	< 50ms	100ms
8.1.4	Curator per batch (4b)	< 30s	60s
8.1.5	Curator per batch (30b)	< 5s	15s
8.1.6	Plugin recall query	< 100ms	500ms
8.1.7	Memory search	< 200ms	1s
8.1.8	Log write	< 10ms	50ms

8.2 Resource Usage

#	Check	Command	Expected
8.2.1	Watcher CPU	htop or ps	< 5% idle
8.2.2	Watcher RAM	ps aux	< 100MB
8.2.3	Curator CPU	During run	Spike to 100% OK
8.2.4	Curator RAM	During run	< 2GB
8.2.5	Qdrant memory	curl <QDRANT_URL>/metrics	Depends on data
8.2.6	Disk usage	df -h	> 10% free
8.2.7	Log size	du -sh /var/log/true-recall*	Rotate if > 100MB
8.2.8	Collection size	Check Qdrant metrics	Monitor growth

8.3 Scaling Considerations

#	Check	Threshold	Action
8.3.1	memories_tr points	> 100,000	Consider indexing optimization
8.3.2	gems_tr points	> 10,000	Monitor recall performance
8.3.3	Daily memories	> 1,000	Increase batch size
8.3.4	Curator runtime	> 10 min	Decrease timer interval
8.3.5	Qdrant memory	> 80%	Scale Qdrant or archive old data
8.3.6	Log rotation	Weekly	Verify logrotate working

---

9. Git & Backup

9.1 Multi-Remote Configuration

#	Check	Command	Expected
9.1.1	Gitea remote	git remote get-url gitea	http://10.0.0.61:3000/...
9.1.2	GitLab remote	git remote get-url gitlab	https://gitlab.com/...
9.1.3	GitHub remote	git remote get-url github	https://github.com/...
9.1.4	All remotes accessible	git fetch --all	No errors
9.1.5	push-all.sh exists	ls push-all.sh	File present
9.1.6	push-all.sh executable	test -x push-all.sh	True
9.1.7	GitLab token valid	curl -H "PRIVATE-TOKEN:..." gitlab.com/api/v4/user	Returns user
9.1.8	GitHub auth (if active)	ssh -T git@github.com	"successfully authenticated"

9.2 Backup Validation

#	Check	Method	Expected
9.2.1	Code backup	git push gitea	Success
9.2.2	Code backup	git push gitlab	Success
9.2.3	Config backup	Copy to deb2	Files match
9.2.4	Qdrant backup	Export collections	Can restore
9.2.5	Last backup time	Check deb2 timestamp	< 24 hours
9.2.6	Backup integrity	Hash comparison	Match

---

10. Troubleshooting

10.1 Common Issues & Fixes

Symptom	Diagnostic Command	Likely Cause	Fix
Qdrant unreachable	curl http://<QDRANT_IP>:6333	Not running	sudo systemctl start qdrant
Ollama unreachable	curl http://<OLLAMA_IP>:11434/api/tags	Not running	ollama serve
Model not found	ollama list	Not pulled	ollama pull <model>
Watcher not running	systemctl status mem-qdrant-watcher	Service stopped	sudo systemctl start mem-qdrant-watcher
No gems created	tail /var/log/true-recall-timer.log	Curator error	Check logs, fix config
Permission denied	ls -la	Wrong ownership	sudo chown user:user
Cron not running	sudo systemctl status cron	Service stopped	sudo systemctl start cron
Plugin not loading	openclaw plugins list	Not enabled	openclaw config set plugins.entries.memory-qdrant.enabled true
High memory usage	ps aux	Leak or large batch	Restart services, reduce batch size
Slow curator	Check Ollama GPU usage	CPU fallback	Ensure GPU available, check model quantization

10.2 Log Locations

Service	Log Path	Check
Watcher	sudo journalctl -u mem-qdrant-watcher	journalctl -u mem-qdrant-watcher -f
Curator	/var/log/true-recall-timer.log	tail -f /var/log/true-recall-timer.log
Qdrant	Qdrant stdout/systemd	sudo journalctl -u qdrant
Ollama	Ollama stdout	journalctl -u ollama or stdout
OpenClaw Gateway	sudo journalctl -u openclaw-gateway	journalctl -u openclaw-gateway -f
Git sync	Manual script output	Run push-all.sh

10.3 Health Check Script

#!/bin/bash
# health-check.sh - Quick validation script

echo "=== TrueRecall v2 Health Check ==="

# Check Qdrant
if curl -s http://localhost:6333/healthz > /dev/null; then
    echo "✅ Qdrant: OK"
else
    echo "❌ Qdrant: UNREACHABLE"
fi

# Check Ollama
if curl -s http://localhost:11434/api/tags > /dev/null; then
    echo "✅ Ollama: OK"
else
    echo "❌ Ollama: UNREACHABLE"
fi

# Check Watcher
if systemctl is-active mem-qdrant-watcher > /dev/null; then
    echo "✅ Watcher: RUNNING"
else
    echo "❌ Watcher: STOPPED"
fi

# Check collections
MEM_COUNT=$(curl -s http://localhost:6333/collections/memories_tr | jq -r '.result.points_count // 0')
GEM_COUNT=$(curl -s http://localhost:6333/collections/gems_tr | jq -r '.result.points_count // 0')
echo "📊 memories_tr: $MEM_COUNT points"
echo "📊 gems_tr: $GEM_COUNT points"

echo "=== Done ==="

---

11. Quick Reference

11.1 Validation Commands

# Check all services
openclaw status && \
curl -s http://localhost:6333 && \
curl -s http://localhost:11434/api/tags && \
systemctl is-active mem-qdrant-watcher

# Check collections
curl -s http://localhost:6333/collections/memories_tr | jq .result.points_count
curl -s http://localhost:6333/collections/gems_tr | jq .result.points_count

# Check watcher logs
sudo journalctl -u mem-qdrant-watcher -n 10 --no-pager

# Check curator logs
tail -20 /var/log/true-recall-timer.log

# Check cron
crontab -l | grep true-recall

# Check plugin
openclaw config get plugins.entries.memory-qdrant

# Push to all remotes
./push-all.sh

---

12. Known Issues & Solutions (Discovered During Deployment)

12.1 Gem Quality Issues

Issue	Cause	Solution	Status
Malformed importance	Model outputs 3 instead of "high"	Strengthen prompt: "MUST be string, NEVER 1/2/3"	✅ Fixed in curator-prompt.md
Malformed confidence	Model outputs "0.7" instead of 0.7	Strengthen prompt: "MUST be float, NEVER integers"	✅ Fixed in curator-prompt.md
"User confirmed..." pattern	Model wraps insights in passive voice	Add rule: "NEVER start with 'User confirmed/asked/said'"	✅ Fixed in curator-prompt.md
Duplicate gems	Same decisions extracted multiple times	Add deduplication check (similarity >0.85 = skip)	✅ Documented in README
Low-quality 4b gems	4b model lacks nuance	Use 30b curator for production	✅ Documented in README

Prevention: See Section 6.3 (Duplication Check) and curator-prompt.md "Critical Validation Rules"

12.2 OpenClaw UI Issues

Issue	Cause	Workaround	Status
Text invisible after compaction	WebSocket sync during history replacement	Wait 2-3s or hard refresh (Ctrl+Shift+R)	⚠️ Known limitation
Messages out of order	UI state gets briefly desynced	Hard refresh if stuck	⚠️ Known limitation

Note: These are OpenClaw Control UI limitations, not fixable from TrueRecall side.

12.3 v1 Migration Issues

Issue	Cause	Solution	Status
v1 conflicts	Both v1 and v2 running simultaneously	Remove v1 completely before installing v2	✅ Installer detects v1 and warns
Duplicate cron jobs	v1 curator still running	Remove v1 cron entries	✅ Documented in installer
Collection naming	v1 uses memories, v2 uses memories_tr	Collections are separate, no data conflict	✅ By design

Prevention: Installer now detects v1 and requires acknowledgment before proceeding.

12.4 Repository & Security Issues

Issue	Cause	Solution	Status
Private IPs in code	Hardcoded 10.0.0.x addresses	Replace with placeholders (<QDRANT_IP>, etc.)	✅ Fixed in main_projects
Absolute paths	/root/, /home/n8n/ in docs	Replace with ~/ or placeholders	✅ Fixed in main_projects
Backup files committed	*.bak, *.neuralstream.bak	Removed + added .gitignore	✅ Fixed
Session notes in repo	session.md with timestamps	Removed from git, kept local	✅ Fixed
Debug files committed	debug_curator.py, test_*.py	Removed + .gitignore	✅ Fixed
Repo visibility	Initially set to private (should have asked)	Changed to public for sharing	✅ Fixed

Prevention: See Section 7 (Security & Privacy Review) and .gitignore

12.5 Multi-Remote Git Issues

Issue	Cause	Solution	Status
GitHub blocked	Account issues	Skip GitHub in push-all.sh	✅ Configured
Token in remote URL	Security risk	Remove after push, use credential helper	✅ Fixed
Remote naming	origin vs github	Renamed to github for clarity	✅ Fixed

12.6 Model-Specific Issues

Issue	Cause	Solution	Status
4b JSON reliability	Smaller model struggles with JSON output	Add JSON fallback/parsing retry	✅ Documented
30b speed	30b slower than 4b	Acceptable for quality (~3s vs ~10s)	✅ Documented
Embedding model choice	snowflake vs mxbai	mxbai = higher accuracy, snowflake = faster	✅ Documented

12.7 Checklist for Future Deployments

Before releasing/sharing:

• Run all commands in Section 7.1 (Security Checks)
• Verify no *.bak files exist: find . -name "*.bak"
• Verify no __pycache__ committed
• Verify no session-specific timestamps in markdown
• Verify no debug/test files in repo
• Check .gitignore is comprehensive
• Test installer in dry-run mode
• Verify v1 detection works
• Check all remotes push successfully
• Verify public repo has no sensitive data

---

13. Sign-off Checklist

Section	Status	Date	Checked By
Pre-install checks	⏳
System dependencies	⏳
Network connectivity	⏳
Installation validation	⏳
Watcher service	⏳
Timer curator (if full)	⏳
Collection creation	⏳
First curator run	⏳
Data quality	⏳
Security review	⏳
Multi-remote git	⏳
Backup verified	⏳
Known issues reviewed	⏳

Final Sign-off: _______________
Date: _______________
Version: v2.0