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sql-harness

A thin, single-process SQL + Redis + SSH CLI for LLM agents. Mirrors browser-harness's structure but targets relational databases (Postgres, MySQL, SQLite) plus Redis (keyspace ops + Lua) and SSH (remote shell + SFTP). No daemon, no cloud backend — engines live in one process.

Quickstart

# install (from PyPI)
uv tool install sql-harness        # or: pipx install sql-harness

# or develop locally from a source checkout
uv sync

# scaffold a starter connections.toml
uv run sql-harness init

# add a connection (or edit ~/.config/sql-harness/connections.toml directly)
uv run sql-harness add --name local_pg --driver postgres --url 'postgresql://postgres:postgres@localhost:5432/postgres'

# verify
uv run sql-harness test local_pg

# use it — helpers are pre-imported in heredoc mode
uv run sql-harness <<'PY'
use_workspace("local_pg")
print(query("SELECT version()"))
print(list_tables())
PY

# browse + edit the doc library (SKILL.md, interaction-skills/, your zone skills, connections.toml)
uv run sql-harness web

Architecture

  • SKILL.md — the agent-facing entry (day-to-day usage; auto-shipped in the wheel)
  • src/sql_harness/ — protected core package (~1k lines: drivers, manager, helpers, web UI)
  • ${XDG_CONFIG_HOME:-~/.config}/sql-harness/connections.toml — plaintext credentials in ONE file (${env:VAR} indirection for prod secrets)
  • agent-workspace/zones/<conn>/skills/ — per-DSN skills the agent writes/reads
  • agent-workspace/zones/meta/skills/ — cross-DSN strategy skills (apply_skill() fallback)

Drivers

Driver Backend Package Status
postgres PostgreSQL psycopg[binary]>=3.2 ✅
mysql MySQL pymysql>=1.1 ✅
redis Redis redis>=5.0 ✅
sqlite SQLite stdlib (sqlite3) ✅ (test-only)
ssh / ssh+password / ssh+key remote shell + SFTP paramiko>=3.4 ✅

Key env vars

Var Purpose
BH_SQL_HOME Override state root (default ~/.config/sql-harness)
BH_SQL_CONFIG_FILE Override connections.toml path
BH_SQL_AGENT_WORKSPACE Override agent-workspace dir
BH_SQL_ZONE_SKILLS=1 use_workspace() auto-surfaces the zone's skills/scripts

Full connection-file schema, read-only guard notes, and troubleshooting: read SKILL.md (shipped in the package, or sql-harness skill prints it).

What this is NOT

Not a migration framework, not an ORM, not an interactive REPL (pgcli exists for that) — this is for agents: heredoc scripts with auto-injected helpers, saved per-DSN and re-runnable.

License

MIT.

Metadata

Release files for sql-harness 0.3.10

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Source distribution for sql-harness 0.3.10
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Table of built distributions (wheels) for sql-harness 0.3.10
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