cairn: Skill for Claude Code

.claude/skills/cairn-loop-scope/SKILL.md

cairn-loop-scope is a skill for Claude Code from cairn-framework/cairn. It costs 63 tokens per session (901 once invoked), scanned A, original, Apache-2.0.

A procedure for planning one small unit of work in a cairn-dev development loop. It checks the unit's surrounding work, accepted decisions, dependencies, and any existing task instructions before defining one testable success condition.

In plain words
What is it for?
Use it to scope a loop iteration, write its acceptance criterion, identify required earlier work, or stop and request maintainer input when the task cannot be defined safely.
Why use it?
It prevents work from expanding beyond its intended scope or colliding with related changes. When a prerequisite is missing, it redirects the work instead of pretending implementation can start.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is cairn-framework/cairn's own configuration. It tells Claude Code how to work on cairn 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 cairn configures →

Reuse

Borrowing it

Nothing to install: this file belongs to cairn-framework/cairn. 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/cairn-framework/cairn/main/.claude/skills/cairn-loop-scope/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/cairn-framework/cairn

Made for: Claude Code.

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 cairn-loop-scope

README.md
[![agentmods](https://agentmods.dev/badge/skills/cairn-framework/cairn/cairn-loop-scope/github.svg)](https://agentmods.dev/skills/cairn-framework/cairn/cairn-loop-scope)
Your own site
<a href="https://agentmods.dev/skills/cairn-framework/cairn/cairn-loop-scope"><img src="https://agentmods.dev/badge/skills/cairn-framework/cairn/cairn-loop-scope/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 cairn-loop-scope

Your own site · 80×15
<a href="https://agentmods.dev/skills/cairn-framework/cairn/cairn-loop-scope"><img src="https://agentmods.dev/badge/skills/cairn-framework/cairn/cairn-loop-scope.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 901 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
SkillSpector: 1 finding, up to low

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • low Excessive Agency · line 63
    Skill's behavior or capabilities extend beyond its stated purpose. Scope creep allows an agent to perform actions unrelated to its documented functionality, increasing the attack surface.
    Fix: Limit the skill's scope to its documented purpose. Remove instructions that enable the agent to perform actions outside its stated functionality.
How audits are shown
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 $0.00063 $0.00901
Opus 5.5 $0.00025 $0.00360
Sonnet 5.5 $0.00013 $0.00180
Haiku 4.5 $0.00006 $0.00090

Measured 2mo ago against content hash 621e9a0abbe5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cairn-loop-scope 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.

.claude/skills/cairn-loop-scope/SKILL.md · 86 lines

How it starts

The opening of the file, as written. The whole thing — 86 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Scope one loop unit

Loaded by cairn-dev loop mode at its Scope step. Inputs: the selected unit (slug or finding code), its resolved node, its validated todo body when it has one, and the bound $CAIRN.

Declared exits, exactly one, as the last line you return to loop mode:

  • SCOPED: a success criterion is written and implementation may begin.
  • REROUTED: a prerequisite must land first; the tracker edits you made ARE this iteration, and loop mode goes straight to Land.
  • LOOP HALTED: the unit cannot be scoped without a maintainer.

1. Orient

$CAIRN neighbourhood <node> --include-todos --include-changes
$CAIRN rationale <node>
$CAIRN deps <node> --direction in --transitive

Read all three before deciding anything. The first shows what already claims this area, including an active change you must not collide with. The second is the accepted authority over the node. The third is the blast radius.

If the unit has a todo body, its Scope, Depends on, and Acceptance sections bind here. Where the body and your orientation disagree, the body is the contract and the disagreement is worth reporting in the summary.

2. Respect accepted decisions

An accepted decision covering the node constrains the implementation. You may not contradict one inside this iteration. If the unit cannot be done without contradicting an accepted decision, that is not a coding problem:

  • If the superseding decision is knowable, the gap IS the unit. Investigate, stress-test two to four options, persist a justified recommendation as a meta/ artefact, create a blocked tracker item, and return REROUTED so the package lands.
  • If it needs a ruling only the maintainer can give, do the same and say so plainly in the artefact. Never self-ratify a binding decision. A local-tier decision may be accepted only through the receipt protocol: two independent lens receipts bound to the subject hash and a ratified_by: machine marker when the loop signs (todo.decision-ratification-tiers).

Read the full file on GitHub · 86 lines

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 · 86 lines · 63 tokens per session scan A 621e9a0abbe5

Subscribe to this mod's changes

cairn-loop-scope is a skill published in the GitHub repository cairn-framework/cairn (53 stars, last pushed yesterday), licensed Apache-2.0. It adds 63 tokens to every session and 901 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.

Related

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cairn-loop-scope next to 6 skills from other repositories
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