improve: enhance database-architect#574
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- Add rich description with 3 example blocks (greenfield schema, tech selection, data migration)
- Add model: sonnet and Glob, Grep to frontmatter tools
- Remove hardcoded credential from read replica example; use ${REPLICATION_PASSWORD}
- Add structured "When Invoked" workflow section (4 steps)
- Expand technology selection matrix with vector, graph, serverless_relational categories
- Add multi-tenant and RLS patterns section with isolation strategy comparison table
- Add agent integration section listing collaboration boundaries with 5 agents
Automated review cycle | Co-Authored-By: Claude Code <noreply@anthropic.com>
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| Metric | Count |
|---|---|
| Total Components | 764 |
| ✅ Passed | 360 |
| ❌ Failed | 404 |
| 1006 |
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|---|---|---|---|
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3 | 4 | 81/100 |
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2 | 0 | 90/100 |
neon-expert |
2 | 2 | 88/100 |
agent-overview |
2 | 1 | 89/100 |
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2 | 1 | 89/100 |
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2 issues found across 1 file
Prompt for AI agents (unresolved issues)
Check if these issues are valid — if so, understand the root cause of each and fix them. If appropriate, use sub-agents to investigate and fix each issue separately.
<file name="cli-tool/components/agents/database/database-architect.md">
<violation number="1" location="cli-tool/components/agents/database/database-architect.md:408">
P2: The replication user password example uses `${REPLICATION_PASSWORD}` as if SQL would interpolate it, but PostgreSQL treats it as a literal string.</violation>
<violation number="2" location="cli-tool/components/agents/database/database-architect.md:414">
P1: `primary_conninfo` includes a non-expanded `${REPLICATION_PASSWORD}` literal, which can break replication authentication.</violation>
</file>
Reply with feedback, questions, or to request a fix. Tag @cubic-dev-ai to re-run a review.
| standby_mode = 'on' | ||
| primary_conninfo = 'host=master.db.company.com port=5432 user=replicator password=strong_password' | ||
| -- Set REPLICATION_PASSWORD via environment variable or secrets manager; never hardcode credentials | ||
| primary_conninfo = 'host=master.db.example.com port=5432 user=replicator password=${REPLICATION_PASSWORD}' |
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P1: primary_conninfo includes a non-expanded ${REPLICATION_PASSWORD} literal, which can break replication authentication.
Prompt for AI agents
Check if this issue is valid — if so, understand the root cause and fix it. At cli-tool/components/agents/database/database-architect.md, line 414:
<comment>`primary_conninfo` includes a non-expanded `${REPLICATION_PASSWORD}` literal, which can break replication authentication.</comment>
<file context>
@@ -396,13 +404,14 @@ wal_keep_segments = 32
standby_mode = 'on'
-primary_conninfo = 'host=master.db.company.com port=5432 user=replicator password=strong_password'
+-- Set REPLICATION_PASSWORD via environment variable or secrets manager; never hardcode credentials
+primary_conninfo = 'host=master.db.example.com port=5432 user=replicator password=${REPLICATION_PASSWORD}'
restore_command = 'cp /var/lib/postgresql/archive/%f %p'
</file context>
</details>
| -- Create replication user | ||
| CREATE USER replicator REPLICATION LOGIN CONNECTION LIMIT 1 ENCRYPTED PASSWORD 'strong_password'; | ||
| -- Create replication user (set REPLICATION_PASSWORD via environment variable or secrets manager) | ||
| CREATE USER replicator REPLICATION LOGIN CONNECTION LIMIT 1 ENCRYPTED PASSWORD '${REPLICATION_PASSWORD}'; |
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P2: The replication user password example uses ${REPLICATION_PASSWORD} as if SQL would interpolate it, but PostgreSQL treats it as a literal string.
Prompt for AI agents
Check if this issue is valid — if so, understand the root cause and fix it. At cli-tool/components/agents/database/database-architect.md, line 408:
<comment>The replication user password example uses `${REPLICATION_PASSWORD}` as if SQL would interpolate it, but PostgreSQL treats it as a literal string.</comment>
<file context>
@@ -396,13 +404,14 @@ wal_keep_segments = 32
--- Create replication user
-CREATE USER replicator REPLICATION LOGIN CONNECTION LIMIT 1 ENCRYPTED PASSWORD 'strong_password';
+-- Create replication user (set REPLICATION_PASSWORD via environment variable or secrets manager)
+CREATE USER replicator REPLICATION LOGIN CONNECTION LIMIT 1 ENCRYPTED PASSWORD '${REPLICATION_PASSWORD}';
-- Read replica configuration
</file context>
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Reflects merged improvements to cli-tool/components/agents/database/database-architect.md. Automated by pr-verification cycle | Co-Authored-By: Claude Code <noreply@anthropic.com>
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Automated Component Improvement
Changes
debugger.md/postgres-pro.mdpattern with user message, assistant response, and<commentary>for each.model: sonnetand expanded tools toRead, Write, Edit, Bash, Glob, Grep.primary_conninfopassword replaced with${REPLICATION_PASSWORD}and a comment directing users to set it via environment variables or a secrets manager.vector(pgvector, Pinecone, Qdrant, Weaviate),graph(Neo4j, Neptune, ArangoDB), andserverless_relational(Neon, PlanetScale, Turso) categories.Research Summary
The original component had a single-sentence description with no usage examples, missing
modelfield, missingGlob/Greptools needed for schema discovery, a hardcodedstrong_passwordcredential in the read replica example, and no coverage of modern database categories (vector, graph, serverless) or multi-tenant patterns.Validation
Automated review cycle by Component Improvement Loop
Summary by cubic
Enhances the
database-architectcomponent with a structured workflow, richer guidance, and safer configuration. Affects components (cli-tool/components/) only.model: sonnet; tools nowRead, Write, Edit, Bash, Glob, Grep. No new components added; nodocs/components.jsonregeneration needed.${REPLICATION_PASSWORD}set via env or secrets.Written for commit d155c6c. Summary will update on new commits.