bash-gres: Instructions file for Codex

AGENTS.md

bash-gres AGENTS.md is an instructions file for Codex, OpenCode from marcoripa96/bash-gres. It costs 2,188 tokens per session, scanned A, original, MIT.

Repository instructions for bash-gres, a PostgreSQL-backed virtual file system for AI agents. They describe its architecture, setup and upgrade guides, documentation, and database connectors.

In plain words
What is it for?
Use them when installing or upgrading bash-gres, changing its API or adapters, updating its documentation, or integrating the file system with just-bash.
Why use it?
They provide the project rules needed to change bash-gres safely while keeping its public documentation and supported integrations consistent.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: positional $N argument.

This is marcoripa96/bash-gres's own configuration. It tells Codex and OpenCode how to work on bash-gres itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything bash-gres configures →

Reuse

Borrowing it

Nothing to install: this file belongs to marcoripa96/bash-gres. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/marcoripa96/bash-gres/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/marcoripa96/bash-gres

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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Per session 2,188 This file is loaded in full into every session.
When invoked 2,188 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.02188 $0.02188
Opus 5.5 $0.00875 $0.00875
Sonnet 5.5 $0.00438 $0.00438
Haiku 4.5 $0.00219 $0.00219

Measured 17d ago against content hash a969dbebd6e3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

bash-gres AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 17d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

AGENTS.md · 112 lines

How it starts

The opening of the file, as written. The whole thing — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.

bash-gres

PostgreSQL-backed virtual filesystem for AI agents. PgFileSystem implements the just-bash IFileSystem interface, so it can be passed directly to new Bash({ fs }).

Agent-facing guides for host projects: SETUP-GUIDE.agents.md (fresh install), UPGRADE-GUIDE.agents.md (2.x → 3.0 migration). The docs site lives in app/ (Next.js, deployed to bashgres.com/docs) — keep its pages in sync when the public API changes.

Architecture

bash-gres (core)          PgFileSystem, setup(), search, types
bash-gres/drizzle         Drizzle adapter (createDrizzleClient) + schema
bash-gres/node-postgres   node-postgres (pg) adapter (createNodePgClient)
bash-gres/postgres        postgres.js adapter (createPostgresClient)

Core + Adapter pattern

The core operates on a SqlClient interface (query(text, params) + transaction(fn)). Adapters wrap driver-specific connections into SqlClient:

  • postgres.js: createPostgresClient(sql) from bash-gres/postgres
  • node-postgres (pg): createNodePgClient(pool) from bash-gres/node-postgres
  • Drizzle: createDrizzleClient(db) from bash-gres/drizzle

Then pass the resulting SqlClient to PgFileSystem({ db: client }) and setup(client). Core has zero knowledge of any specific driver.

The Drizzle adapter (lib/adapters/drizzle/adapter.ts) converts $1, $2 positional params into Drizzle's sql tagged template.

Bash integration

PgFileSystem structurally implements the just-bash IFileSystem interface. Users pass it directly:

import { Bash } from "just-bash";
const bash = new Bash({ fs: pgFs });
await bash.exec("echo hello > /file.txt");

bash-gres/just-bash adds createSemgrepCommand({ fs }) — the semgrep custom command (semgrep [-k N] "query" [path]): hybrid search when the handle has an embed option, BM25-only otherwise; grep-style path:start-end output, exit 1 on no match. Type-only imports keep the peer dep optional.

Key modules

  • lib/core/types.ts: SqlClient, FsError, SqlError, all option/result interfaces
  • lib/core/filesystem.ts: PgFileSystem class with all fs operations (implements IFileSystem)
  • lib/core/filesystem/ops/: per-op implementations installed onto PgFileSystem.prototype (one file per op, e.g. list-history.ts, version-diff.ts, merge.ts); shared SQL helpers live next to them (fetch-diff.ts, fetch-page-changes.ts, fetch-version-changes.ts)
  • lib/core/setup.ts: idempotent DDL: extensions, table, indexes, RLS, optional pgvector
  • lib/core/path-encoding.ts: path <-> ltree conversion using _xHEX_ delimited encoding
  • lib/core/search.ts: BM25 full-text search via pg_textsearch, optional pgvector semantic/hybrid. Every signal ranks only the chunks of blobs the handle can see (visible CTE + IN_SCOPE), so cost follows the search scope. Keep IN_SCOPE's IS TRUE (a hashed SubPlan filter: as a semi-join the ~1-row estimate for visible picks nested loops) and the MATERIALIZED fence on BM25 scoring (otherwise score > 0 can run in the chunk scan ahead of the scope test)
  • lib/adapters/drizzle/adapter.ts: converts Drizzle db into SqlClient (DrizzleDb interface, createDrizzleClient)
  • lib/adapters/drizzle/schema.ts: Drizzle pgTable with all indexes (GiST, BM25, partial)
  • lib/adapters/postgres/index.ts: wraps postgres.Sql into SqlClient
  • lib/adapters/just-bash/index.ts: createSemgrepCommand — the semgrep custom command for just-bash sessions

Read the full file on GitHub · 112 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 17d ago Changed · +1 lines · +237 tokens per session a969dbebd6e3
  2. 1mo ago Changed · -14 lines · -144 tokens per session dc250e3376f7
  3. 2mo ago First seen · 125 lines · 2,095 tokens per session scan A 4b9140b26cd9

Subscribe to this mod's changes

bash-gres AGENTS.md is an instructions file published in the GitHub repository marcoripa96/bash-gres (21 stars, last pushed 5d ago), licensed MIT. It adds 2,188 tokens to every session, about $0.0088 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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