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PyLOB: Skill for Codex

.agents/skills/beads/SKILL.md

beads is a skill for Codex from DrAshBooth/PyLOB. It costs 74 tokens per session (493 once invoked), scanned A, original, no licence file.

Guidance for repositories that use Beads, a system for tracking tasks, dependencies, blockers, and shared project memory.

In plain words
What is it for?
Use it to find ready tasks, claim or close work, record follow-ups, inspect blockers, and hand work between sessions.
Why use it?
It helps the coding agent recover project context and manage work consistently across sessions.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: installed under .agents/ (shared by several agents).

This is DrAshBooth/PyLOB's own configuration. It tells Codex how to work on PyLOB 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 PyLOB configures →

not rated 203repo 2mo ago A scan 74 tokens custom licence
View source ↗ DrAshBooth/PyLOB
Reuse

Borrowing it

Nothing to install: this file belongs to DrAshBooth/PyLOB. 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/DrAshBooth/PyLOB/master/.agents/skills/beads/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/DrAshBooth/PyLOB

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 beads

README.md
[![agentmods](https://agentmods.dev/badge/skills/drashbooth/pylob/beads/github.svg)](https://agentmods.dev/skills/drashbooth/pylob/beads)
Your own site
<a href="https://agentmods.dev/skills/drashbooth/pylob/beads"><img src="https://agentmods.dev/badge/skills/drashbooth/pylob/beads/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 beads

Your own site · 80×15
<a href="https://agentmods.dev/skills/drashbooth/pylob/beads"><img src="https://agentmods.dev/badge/skills/drashbooth/pylob/beads.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 74 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 493 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.
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 $0.00074 $0.00493
Opus 5.5 $0.00030 $0.00197
Sonnet 5.5 $0.00015 $0.00099
Haiku 4.5 $0.00007 $0.00049

Measured 2mo ago against content hash 1a621606cfa9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

beads 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 2mo 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/skills/beads/SKILL.md · 81 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2mo ago First seen · 81 lines · 74 tokens per session scan A 1a621606cfa9

Subscribe to this mod's changes

beads is a skill published in the GitHub repository DrAshBooth/PyLOB (203 stars, last pushed 2mo ago), with no licence file. It adds 74 tokens to every session and 493 once invoked, about $0.0003 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.

Memory and contextProject managementexchangetraders
Related

beads compared with skills from other repositories

beads next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
beadsDrAshBooth/PyLOBSkill2032mo agononeA74Codex
knowledge-ingestopenclaw/openclawSkill394kyesterdayMITA80Claude Code, Codex
mem0-oss-to-platformmem0ai/mem0Skill68k2d agoApache-2.0A217Claude Code, Codex
forgetasgeirtj/system_prompts_leaksSkill71k2d agoCC0-1.0A74Claude Code, Codex
Cortexdanielmiessler/LifeOSSkill20kyesterdayMITA184Claude Code
memoryopensquilla/opensquillaSkill7.1k6d agoApache-2.0A44Claude Code, Codex
ha-data-storesshiwenwen/hope-agentSkill1.9kyesterdayMITA115Claude Code, Codex