anchor

anchor is a skill for Claude Code from saadshahd/moo.md. It costs 28 tokens per session (216 once invoked), scanned A, original, MIT.

A method for rewriting a vague rule so that different people, or a computer, would apply it the same way.

In plain words
What is it for?
It identifies ambiguous wording and replaces it with yes-or-no questions, machine-checkable tests, or clear pass-and-fail conditions.
Why use it?
It removes hidden judgment from rules whose meaning can vary from one reader or situation to another.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the hope plugin — 20 skills, 1 command, 3 hooks shipped together

Good fit It identifies ambiguous wording and replaces it with yes-or-no questions, machine-checkable tests, or clear pass-and-fail conditions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/saadshahd/moo.md/anchor
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 saadshahd/moo.md --skill anchor
Clone the repo
git clone --depth 1 https://github.com/saadshahd/moo.md

Made for: Claude Code.

Or install hope, the plugin that ships this one along with the rest of its 20 skills, 1 command, 3 hooks.

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 anchor

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/saadshahd/moo.md/anchor"><img src="https://agentmods.dev/badge/skills/saadshahd/moo.md/anchor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 28 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 216 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 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 $0.00028 $0.00216
Opus 5 $0.00014 $0.00108
Sonnet 5 $0.00006 $0.00043
Haiku 4.5 $0.00003 $0.00022

Measured yesterday against content hash dce54daaae0a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

anchor 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 yesterday.

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.

hope/skills/anchor/SKILL.md · 13 lines

What it actually says

Find where the judgment hides: the word or clause two readers would apply differently. Replace it with something mechanical — a question with a yes/no answer, a check a machine could run, a fixture with win conditions anyone reads off the same way. Prefer the trigger a machine could evaluate over the one a careful reader could.

Silently audit the rewrite: it must decide every case the original decided, the same way. Each case it loses means you narrowed — back off by the minimum until every case fits again.

Hand back the rule with its mechanical trigger, and show it deciding one of the cases it came from so the user watches it run. Name any judgment that resisted going mechanical — that part is still open.

The complaint is coverage, not checkability → use widen skill. The cases changed, or the rule now serves a different objective → the rule needs deriving fresh, not anchoring.

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. yesterday Changed · -27 lines dce54daaae0a
  2. 9d ago First seen · 40 lines · 28 tokens per session scan A 54b3f719e271

Subscribe to this mod's changes

anchor is a skill published in the GitHub repository saadshahd/moo.md (34 stars, last pushed 2d ago), licensed MIT. It adds 28 tokens to every session and 216 once invoked, about $0.0001 per session on Opus 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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