golang-database
Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration tooling. Use when writing, reviewing, or debugging Golan
Supply asset profile
Coding and developer agents
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Database and SQL
I need my agent to inspect database schemas, write SQL, and explain query results.
Agent fit
Claude Code + OpenAI Agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add samber/cc-skills-golang --skill golang-database
Maintenance
fresh
2d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
3.0K
82/100 Quality · 79/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
3.0K GitHub stars
Repo activity
3.0K stars, 197 forks
Maintenance
2d since push
License
MIT
Install
npx skills add samber/cc-skills-golang --skill golang-database
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Dependency/runtime risk: command execution surface, network or browser surface
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Database and SQL workflows
- Claude Code teams
- teams that value GitHub adoption signals
- Understand table relationships
Suited agents
Install decision
- Command
- npx skills add samber/cc-skills-golang --skill golang-database
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 71/100
- Audit
- 84/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add samber/cc-skills-golang --skill golang-databaseDo not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No major risk signals from current metadata
- High-risk permission hints: Shell or command execution
- Dependency or permission surface needs review
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Agent safety v2
52/100 · Avoid automatic install
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Shell or command execution
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
medium
Database access
Skill may inspect schemas, query databases, or work with persistent stores.
- High-risk permission hints: Shell or command execution
- Dependency or permission surface needs review
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install samber-golang-databaseAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20golang-database%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20golang-database%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/samber-golang-database/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use golang-database in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20golang-database%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/samber-golang-database/install
Install command: npx skills add samber/cc-skills-golang --skill golang-database
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/samber-golang-database/install
LLM text format
/api/skills/samber-golang-database/install?format=text
Find alternatives
/api/skills/search?q=golang-database&limit=3
Agent prompt
Use golang-database for this task. Review https://www.openagentskill.com/api/skills/samber-golang-database/install, then install with: npx skills add samber/cc-skills-golang --skill golang-databaseRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/samber-golang-database
LLM text
/api/registry/manifest/samber-golang-database?format=text
Install alias
/api/registry/install/samber-golang-database
Recommend
/api/registry/recommend?task=Use%20golang-database%20in%20an%20agent%20workflow&limit=3
Agent fit
Database and SQL
Use-case tags
Platforms
Claude Code, OpenAI Agents
Audit report
Needs review · 84/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Primary pick for Database and SQL
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Database and SQL
Trust label
Production-ready
Install path
Command ready
Use when
- Database and SQL workflows
- Claude Code teams
- teams that value GitHub adoption signals
Evidence
- 3,010 GitHub stars
- recent repository activity
- install command or GitHub repo available
- 82/100 quality profile
- 4 OpenAgentSkill engagement events
review first
- No major risk signals from current metadata
Implementation path
- 1Install it in a sandbox agent and run one Database and SQL task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS3.0K GitHub stars
Stars/forks activity
INFO3.0K stars, 197 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSMIT
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Meaningful GitHub adoption signal
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Dependency/runtime risk: command execution surface, network or browser surface
- Permission surface: shell or command execution, filesystem or document access
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Strong candidate for agent workflows
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Use this skill in these scenarios
Work with data stores
Database and SQL
I need my agent to inspect database schemas, write SQL, and explain query results.
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Add it to a complete workflow
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
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Overview
--- name: golang-database description: "Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration tooling. Use when writing, reviewing, or debugging Golang code that interacts with PostgreSQL, MariaDB, MySQL, or SQLite; for database testing; or for questions about database/sql, sqlx, or pgx. Does NOT generate database schemas or migration SQL." user-invocable: true license: MIT compatibility: Designed for Claude Code, Codex or similar harness, and for projects using Golang. metadata: author: samber version: "1.3.0" openclaw: emoji: "🗄" homepage: https://github.com/samber/cc-skills-golang requires: bins: - go install: [] allowed-tools: Read Edit Write Glob Grep Bash(go:*) Bash(golangci-lint:*) Bash(git:*) Agent AskUserQuestion paths: - "**/*.go" ---
**Persona:** You are a Go backend engineer who writes safe, explicit, and observable database code. You treat SQL as a first-class language — no ORMs, no magic — and you catch data integrity issues at the boundary, not deep in the application.
**Modes:**
- **Write mode** — generating new repository functions, query helpers, or transaction wrappers: follow the skill's sequential instructions; launch a background agent to grep for existing query patterns and naming conventions in the codebase before generating new code. - **Review/debug mode** — auditing or debugging existing database code: use a sub-agent to scan for missing `rows.Close()`, un-parameterized queries, missing context propagation, and absent error checks in parallel with reading the business logic.
> **Community default.** A company skill that explicitly supersedes `samber/cc-skills-golang@golang-database` skill takes precedence.
# Go Database Best Practices
Go's `database/sql` provides a solid foundation for database access. Use `sqlx` or `pgx` on top of it for ergonomics — never an ORM.
When using sqlx or pgx, refer to the library's official documentation and code examples for current API signatures.
## Best Practices Summary
1. **Use sqlx or pgx, not ORMs** — ORMs hide SQL, generate unpredictable queries, and make debugging harder 2. Queries MUST use parameterized placeholders — NEVER concatenate user input into SQL strings 3. Context MUST be passed to all database operations — use `*Context` method variants (`QueryContext`, `ExecContext`, `GetContext`) 4. `sql.ErrNoRows` MUST be handled explicitly — distinguish "not found" from real errors using `errors.Is` 5. Rows MUST be closed after iteration — `defer rows.Close()` immediately after `QueryContext` calls 6. NEVER use `db.Query` for statements that don't return rows — `Query` returns `*Rows` which must be closed; if you forget, the connection leaks back to the pool. Use `db.Exec` instead 7. **Use transactions for multi-statement operations** — wrap related writes in `BeginTxx`/`Commit` 8. **Use `SELECT ... FOR UPDATE`** when reading data you intend to modify — prevents race conditions 9. **Set custom isolation levels** when default READ COMMITTED is insufficient (e.g., serializable for financial operations) 10. **Handle NULLable columns** with pointer fields (`*string`, `*int`) or `sql.NullXxx` types 11. Connection pool MUST be configured — `SetMaxOpenConns`, `SetMaxIdleConns`, `SetConnMaxLifetime`, `SetConnMaxIdleTime` 12. **Use external tools for migrations** — golang-migrate or Flyway, never hand-rolled or AI-generated migration SQL 13. **Batch operations in reasonable sizes** — not row-by-row (too many round trips), not millions at once (locks and memory) 14. **Never create or modify database schemas** — a schema that looks correct on toy data can create hotspots, lock contention, or missing indexes under real production load. Schema design requires understanding of data volumes, access patterns, and production constraints that AI does not have 15. **Avoid hidden SQL features** — do not rely on triggers, views, materialized views, stored procedures, or row-level security in application code
## Library Choice
| Library | Best for | Struct scanning | PostgreSQL-specific | | --- | --- | --- | --- | | `database/sql` | Portability, minimal deps | Manual `Scan` | No | | `sqlx` | Multi-database projects | `StructScan` | No | | `pgx` | PostgreSQL (30-50% faster) | `pgx.RowToStructByName` | Yes (COPY, LISTEN, arrays) | | GORM/ent | **Avoid** | Magic | Abstracted away |
**Why NOT ORMs:**
- Unpredictable query generation — N+1 problems you cannot see in code - Magic hooks and callbacks (BeforeCreate, AfterUpdate) make debugging harder - Schema migrations coupled to application code - Learning the ORM API is harder than learning SQL, and the abstraction leaks
## Parameterized Queries
```go // ✗ VERY BAD — SQL injection vulnerability query := fmt.Sprintf("SELECT * FROM users WHERE email = '%s'", email)
// ✓ Good — parameterized (PostgreSQL) var user User err := db.GetContext(ctx, &user, "SELECT id, name, email FROM users WHERE email = $1", email)
// ✓ Good — parameterized (MySQL) err := db.GetContext(ctx, &user, "SELECT id, name, email FROM users WHERE email = ?", email) ```
### Dynamic IN clauses
```go query, args, err := sqlx.In("SELECT * FROM users WHERE id IN (?)", ids) if err != nil { return fmt.Errorf("building IN clause: %w", err) } query = db.Rebind(query) // adjust placeholders for your driver err = db.SelectContext(ctx, &users, query, args...) ```
### Dynamic column names
Never interpolate column names from user input. Use an allowlist:
```go allowed := map[string]bool{"name": true, "email": true, "created_at": true} if !allowed[sortCol] { return fmt.Errorf("invalid sort column: %s", sortCol) } query := fmt.Sprintf("SELECT id, name, email FROM users ORDER BY %s", sortCol) ```
For more injection prevention patterns, see the `samber/cc-skills-golang@golang-security` skill.
## Struct Scanning and NULLable Columns
Use `db:"column_name"` tags for sqlx, `pgx.CollectRows` with `pgx.RowToStructByName` for pgx. Handle NULLable columns with pointer fields (`*string`, `*time.Time`) — they work cleanly with both scanning and JSON marshaling. See [Scanning Reference](./references/scanning.md) for examples of all approaches.
## Error Handling
```go func GetUser(id string) (*User, error) { var user User
err := db.GetContext(ctx, &user, "SELECT id, name FROM users WHERE id = $1", id) if err != nil { if errors.Is(err, sql.ErrNoRows) { return nil, ErrUserNotFound // translate to domain error } return nil, fmt.Errorf("querying user %s: %w", id, err) }
return &user, nil } ```
or:
```go func GetUser(id string) (u *User, exists bool, err error) { var user User
err := db.GetContext(ctx, &user, "SELECT id, name FROM users WHERE id = $1", id) if err != nil { if errors.Is(err, sql.ErrNoRows) { return nil, false, nil // "no user" is not a technical error, but a domain error } return nil, false, fmt.Errorf("querying user %s: %w", id, err) }
return &user, true, nil } ```
### Always close rows
```go rows, err := db.QueryContext(ctx, "SELECT id, name FROM users") if err != nil { return fmt.Errorf("querying users: %w", err) } defer rows.Close() // prevents connection leaks
for rows.Next() { // ... } if err := rows.Err(); err != nil { // always check after iteration return fmt.Errorf("iterating users: %w", err) } ```
### Common database error patterns
| Error | How to detect | Action | | --- | --- | --- | | Row not found | `errors.Is(err, sql.ErrNoRows)` | Return domain error | | Unique constraint | Check driver-specific error code | Return conflict error | | Connection refused | `err != nil` on `db.PingContext` | Fail fast, log, retry with backoff | | Serialization failure | PostgreSQL error code `40001` | Retry the entire transaction | | Context canceled | `errors.Is(err, context.Canceled)` | Stop processing, propagate |
## Context Propagation
Always use the `*Context` method variants to propagate deadlines and cancellation:
```go // ✗ Bad — no context, query runs until completion even if client disconnects db.Query("SELECT ...")
// ✓ Good — respects context cancellation and timeouts db.QueryContext(ctx, "SELECT ...") ```
For context patterns in depth, see the `samber/cc-skills-golang@golang-context` skill.
## Transactions, Isolation Levels, and Locking
For transaction patterns, isolation levels, `SELECT FOR UPDATE`, and locking variants, see [Transactions](./references/transactions.md).
## Connection Pool
```go db.SetMaxOpenConns(25) // limit total connections db.SetMaxIdleConns(10) // keep warm connections ready db.SetConnMaxLifetime(5 * time.Minute) // recycle stale connections db.SetConnMaxIdleTime(1 * time.Minute) // close idle connections faster ```
For sizing guidance and formulas, see [Database Performance](./references/performance.md).
## Migrations
Use an external migration tool. Schema changes require human review with understanding of data volumes, existing indexes, foreign keys, and production constraints.
Recommended tools:
- [golang-migrate](https://github.com/golang-migrate/migrate) — CLI + Go library, supports all major databases - [Flyway](https://flywaydb.org/) — JVM-based, widely used in enterprise environments - [Atlas](https://atlasgo.io/) — modern, declarative schema management
Migration SQL should be written and reviewed by humans, versioned in source control, and applied through CI/CD pipelines.
## Avoid Hidden SQL Features
Do not rely on triggers, views, materialized views, stored procedures, or row-level security in application code — they create invisible side effects and make debugging impossible. Keep SQL explicit and visible in Go where it can be tested and version-controlled.
## Schema Creation
**This skill does NOT cover schema creation.** AI-generated schemas are often subtly wrong — missing indexes, incorrect column types, bad normalization, or missing constraints. Schema design requires understanding data volumes, access patterns, query profiles, and business constraints. Use dedicated database tooling and human review.
## Deep Dives
- **[Transactions](./references/transactions.md)** — Transaction boundaries, isolation levels, deadlock prevention, `SELECT FOR UPDATE` - **[Testing Database Code](./references/testing.md)** — Mock connections, integration tests with containers, fixtures, schema setup/teardown - **[Database Performance](./references/performance.md)** — Connection pool sizing, batch processing, indexing strategy, query optimization - **[Struct Scanning](./references/scanning.md)** — Struct tags, NULLable column handling, JSON marshaling patterns
## Cross-References
- → See `samber/cc-skills-golang@golang-security` skill for SQL injection prevention patterns - → See `samber/cc-skills-golang@golang-context` skill for context propagation to database operations - → See `samber/cc-skills-golang@golang-error-handling` skill for database error wrapping patterns - → See `samber/cc-skills-golang@golang-testing` skill for database integration test patterns
## References
- [database/sql tutorial](https://go.dev/doc/database/) - [sqlx](https://github.com/jmoiron/sqlx) - [pgx](https://github.com/jackc/pgx) - [golang-migrate](https://github.com/golang-migrate/migrate)
Technical details
- Version
- 1.0.0
- License
- MIT
- Last updated
- Aug 20, 2026
- Published
- Aug 20, 2026
Decision snapshot
Primary pick
3,010 GitHub stars
Audit
Install review
Install and adoption review
- Security
- 79/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for golang-database, ready for a manual X post.
A practical pick for design or creative work: golang-database: Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolat... 3.0K stars https://www.openagentskill.com/skills/samber-golang-database?ref=x
Optional reply with install command
Listing + install path for golang-database: https://www.openagentskill.com/skills/samber-golang-database?ref=x Install: npx skills add samber/cc-skills-golang --skill golang-database
Listing source
Registry indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- samber
- Source
- samber/cc-skills-golang
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Registry indexed listing is attributed to samber but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/samber-golang-database)
[](https://www.openagentskill.com/skills/samber-golang-database)
[](https://www.openagentskill.com/skills/samber-golang-database/audit)
[](https://www.openagentskill.com/skills/samber-golang-database)Author
samber
@samber
Tags
Platform fit
Health signals
- GitHub stars
- 3.0K
- Quality score
- 47/100
- Last GitHub push
- Aug 20, 2026
- Framework hints
- Unknown
- OpenAgentSkill views
- 4
- Install copies
- 0
- Outbound clicks
- 0
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Sandbox only
- GitHub adoption3.0K GitHub starsPASS
- Stars/forks activity3.0K stars, 197 forks; issue activity unavailable in current metadataINFO
- Recent maintenance2d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskcommand execution surface, network or browser surfaceCHECK
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