ludamo-anli

ludamo-anli is a skill for Codex from Leobai03/ludamo-codex-skills. It costs 82 tokens per session (6,369 once invoked), scanned A, original, no licence file.

An internal Chinese-language case-search module for finding a matching example from 71 real troubleshooting cases based on the problem and its context.

In plain words
What is it for?
Use it only when explicitly debugging the case library or when the ludamo-lianmai workflow requests a case match.
Why use it?
It helps the related diagnostic workflow find a relevant prior case instead of searching the full case collection manually.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it only when explicitly debugging the case library or when the ludamo-lianmai workflow requests a case match.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/leobai03/ludamo-codex-skills/ludamo-anli
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 Leobai03/ludamo-codex-skills --skill ludamo-anli
Clone the repo
git clone --depth 1 https://github.com/Leobai03/ludamo-codex-skills

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 ludamo-anli

README.md
[![agentmods](https://agentmods.dev/badge/skills/leobai03/ludamo-codex-skills/ludamo-anli/github.svg)](https://agentmods.dev/skills/leobai03/ludamo-codex-skills/ludamo-anli)
Your own site
<a href="https://agentmods.dev/skills/leobai03/ludamo-codex-skills/ludamo-anli"><img src="https://agentmods.dev/badge/skills/leobai03/ludamo-codex-skills/ludamo-anli/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 ludamo-anli

Your own site · 80×15
<a href="https://agentmods.dev/skills/leobai03/ludamo-codex-skills/ludamo-anli"><img src="https://agentmods.dev/badge/skills/leobai03/ludamo-codex-skills/ludamo-anli.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 82 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,369 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 $0.00082 $0.06369
Opus 5.5 $0.00033 $0.02548
Sonnet 5.5 $0.00016 $0.01274
Haiku 4.5 $0.00008 $0.00637

Measured 2mo ago against content hash 9bdae297e19b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ludamo-anli 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.

ludamo-anli/SKILL.md · 336 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

4 files 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 · 336 lines · 82 tokens per session scan A 9bdae297e19b

Subscribe to this mod's changes

ludamo-anli is a skill published in the GitHub repository Leobai03/ludamo-codex-skills (8 stars, last pushed 4mo ago), with no licence file. It adds 82 tokens to every session and 6,369 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 2026-08-31.

Related

ludamo-anli compared with skills from other repositories

ludamo-anli next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
ludamo-anliLeobai03/ludamo-codex-skillsSkill84mo agononeA82Codex
fishbone-diagramfzfclee/consulting-skillsSkill727d agoApache-2.0A53Claude Code, Codex
five-whys-root-causefzfclee/consulting-skillsSkill727d agoApache-2.0A62Claude Code, Codex
systematic-debuggingopen-metadata/OpenMetadataSkill16kyesterdayApache-2.0A37Claude Code
log-error-digestzebbern/claude-code-guideSkill4.7k3d agoMITA71Claude Code, Codex
cwv-optimizeradobe/skillsSkill319yesterdayApache-2.0A112Claude Code
ci-fixersipyourdrink-ltd/bernsteinSkill1.2kyesterdayApache-2.0A15Claude Code, Codex