ads-survey

ads-survey is a skill for Claude Code, Codex from BlueSkyXN/Codex-is-all-you-need. It costs 80 tokens per session (442 once invoked), scanned A, original, GPL-3.0.

A read-only project survey guide for documenting how an existing software project works, using sources. It covers structure, entry points, commands, existing decisions, constraints, and unknowns.

In plain words
What is it for?
Use it to investigate an existing project's structure, startup paths, commands, decisions, and limitations.
Why use it?
It helps build a grounded understanding of an unfamiliar codebase before changing it, without modifying the project.

Skill for Claude CodeCodex

Written for Claude Code and Codex: disable-model-invocation in frontmatter, but also agents/openai.yaml present.

Part of the adlc-next plugin — 20 skills shipped together

Good fit Use it to investigate an existing project's structure, startup paths, commands, decisions, and limitations.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/blueskyxn/codex-is-all-you-need/ads-survey
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 BlueSkyXN/Codex-is-all-you-need --skill ads-survey
Clone the repo
git clone --depth 1 https://github.com/BlueSkyXN/Codex-is-all-you-need

Made for: Claude Code, Codex.

Or install adlc-next, the plugin that ships this one along with the rest of its 20 skills.

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 ads-survey

README.md
[![agentmods](https://agentmods.dev/badge/skills/blueskyxn/codex-is-all-you-need/ads-survey/github.svg)](https://agentmods.dev/skills/blueskyxn/codex-is-all-you-need/ads-survey)
Your own site
<a href="https://agentmods.dev/skills/blueskyxn/codex-is-all-you-need/ads-survey"><img src="https://agentmods.dev/badge/skills/blueskyxn/codex-is-all-you-need/ads-survey/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 ads-survey

Your own site · 80×15
<a href="https://agentmods.dev/skills/blueskyxn/codex-is-all-you-need/ads-survey"><img src="https://agentmods.dev/badge/skills/blueskyxn/codex-is-all-you-need/ads-survey.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 442 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 $0.00080 $0.00442
Opus 5.5 $0.00032 $0.00177
Sonnet 5.5 $0.00016 $0.00088
Haiku 4.5 $0.00008 $0.00044

Measured today against content hash 18f418e04d72, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ads-survey 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 today.

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.

plugins/adlc-next/skills/ads-survey/SKILL.md · 49 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

2 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. today First seen · 49 lines · 80 tokens per session scan A 18f418e04d72

Subscribe to this mod's changes

ads-survey is a skill published in the GitHub repository BlueSkyXN/Codex-is-all-you-need (22 stars, last pushed today), licensed GPL-3.0. It adds 80 tokens to every session and 442 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 2026-11-13.

Related

ads-survey compared with skills from other repositories

ads-survey next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
ads-surveyBlueSkyXN/Codex-is-all-you-needSkill22todayGPL-3.0A80Claude Code, Codex
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cloudflare-app-bootstrapcloudflare/skillsSkill3.4k2d agoApache-2.0A69Claude Code
find-journalistselvisun/newsjackSkill1.7kyesterdayMITA52Claude Code
story-origin-checkelvisun/newsjackSkill1.7kyesterdayMITA40Claude Code
relevance-coarse-filterelvisun/newsjackSkill1.7kyesterdayMITA57Claude Code