find-postgres-bug

find-postgres-bug is a skill for Codex from digoal/blog. It costs 195 tokens per session (4,246 once invoked), scanned A, original, GPL-2.0.

A guide for finding hidden bugs in a local PostgreSQL source tree. PostgreSQL is an open-source database system, and a source tree is its checked-out code.

In plain words
What is it for?
Building a debug PostgreSQL instance, fuzzing it with SQLsmith, analysing crashes, creating minimal reproductions, and tracking down the responsible code change.
Why use it?
It uses intensive testing and crash investigation to uncover failures that ordinary tests may miss and reduce them to a reproducible example.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Building a debug PostgreSQL instance, fuzzing it with SQLsmith, analysing crashes, creating minimal reproductions, and tracking down the responsible code change.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/digoal/blog/find-postgres-bug
View source ↗ digoal/blog
About the project

digoal/blog is a large collection of Chinese-language articles, courses, videos, and practical learning materials about databases, especially PostgreSQL and related systems, along with topics such as AI, open source, business, and finance. It is for database administrators, developers, architects, and others learning database technologies and their applications.

digoal/blog · 8,598 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add digoal/blog --skill find-postgres-bug
Clone the repo
git clone --depth 1 https://github.com/digoal/blog

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for find-postgres-bug

README.md
[![agentmods](https://agentmods.dev/badge/skills/digoal/blog/find-postgres-bug/github.svg)](https://agentmods.dev/skills/digoal/blog/find-postgres-bug)
Your own site
<a href="https://agentmods.dev/skills/digoal/blog/find-postgres-bug"><img src="https://agentmods.dev/badge/skills/digoal/blog/find-postgres-bug/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for find-postgres-bug

Your own site · 80×15
<a href="https://agentmods.dev/skills/digoal/blog/find-postgres-bug"><img src="https://agentmods.dev/badge/skills/digoal/blog/find-postgres-bug.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 195 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,246 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin unknown 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 $0.00195 $0.04246
Opus 5.5 $0.00078 $0.01698
Sonnet 5.5 $0.00039 $0.00849
Haiku 4.5 $0.00019 $0.00425

Measured 1mo ago against content hash 08d091f6e405, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

find-postgres-bug 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 1mo ago.

The scan reads SKILL.md. This mod also ships 12 executable files (scripts/analyze_commit.sh, scripts/bisect_run.sh, scripts/build_and_start_pg.sh, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/find-postgres-bug/SKILL.md · 391 lines

The source is not reproduced here

Licensed GPL-2.0

The repository is licensed GPL-2.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

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. 1mo ago First seen · 391 lines · 195 tokens per session scan A 08d091f6e405

Subscribe to this mod's changes

find-postgres-bug is a skill published in the GitHub repository digoal/blog (8,598 stars, last pushed 4d ago), licensed GPL-2.0. It adds 195 tokens to every session and 4,246 once invoked, about $0.0008 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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