Borrowing it
Nothing to install: this file belongs to imran31415/kube-coder. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/imran31415/kube-coder/main/.claude/skills/kc-scope-pr/SKILL.mdgit clone --depth 1 https://github.com/imran31415/kube-coderWrote 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.
[](https://agentmods.dev/skills/imran31415/kube-coder/kc-scope-pr)<a href="https://agentmods.dev/skills/imran31415/kube-coder/kc-scope-pr"><img src="https://agentmods.dev/badge/skills/imran31415/kube-coder/kc-scope-pr/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.
<a href="https://agentmods.dev/skills/imran31415/kube-coder/kc-scope-pr"><img src="https://agentmods.dev/badge/skills/imran31415/kube-coder/kc-scope-pr.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00102 | $0.01189 |
| Opus 5.5 | $0.00041 | $0.00476 |
| Sonnet 5.5 | $0.00020 | $0.00238 |
| Haiku 4.5 | $0.00010 | $0.00119 |
Grade A, and why
kc-scope-pr 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Scope a PR with ripwire
Run after the change is written, before kc-preflight and kc-ship-pr.
ripwire is baked into the image (/usr/local/bin/ripwire, pinned in
devlaptop/Dockerfile). Zero deps, and the whole workspace chart — 522 files,
10k symbols — maps in under two seconds, so this is cheap enough to run on a
one-file change.
Why this exists
This repo has repeatedly shipped changes whose blast radius was larger than the diff looked. Two from recent history, both of which this skill's output would have named up front:
- A run-preflight guard was added to
BoardRunsManager.createand four board test suites created runs, not one. CI went red with 64 failures and 29 errors while the same tests passed locally. mcp_dashboard.pyandserver.pydisagreed about one constant. Nothing in either file's diff said the other existed.
The point is not the numbers, it is the direction: --test-gate answers "which
tests reach what I touched" from the call graph, which is the question a human
answers from memory and gets wrong.
The three calls
Scope is one root at a time. charts/workspace is the usual one; use
charts/workspace-controller for controller work.
ROOT=charts/workspace
# 1. What does this change actually reach, and which tests cover it?
# Defaults to the git diff. exit 4 = there are tests to run or untested
# blast radius; that is an obligation, not a failure.
ripwire "$ROOT" --test-gate
# 2. What did I make WORSE? exit 2 only on a pre-existing symbol regressing.
# A `new-symbol` row never gates — it is still your debt, so read it.
ripwire "$ROOT" --quality-delta
# 3. Did I change a contract someone depends on? (per symbol, ~ms)
ripwire "$ROOT" --edit-check=SomeChangedSymbol
--situ is the same information as --test-gate without the gate, for
mid-task orientation rather than a pre-PR check.
Reading the output
It is minified XML with a long self-describing header comment — the header explains every attribute, so read it once rather than guessing. The attributes that carry the decision:
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.
- 1mo ago First seen · 101 lines · 102 tokens per session scan A ec6a95af61c8
kc-scope-pr is a skill published in the GitHub repository imran31415/kube-coder (399 stars, last pushed 2d ago), licensed MIT. It adds 102 tokens to every session and 1,189 once invoked, about $0.0004 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 2026-09-08.
kc-scope-pr compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| kc-scope-primran31415/kube-coder | Skill | 399 | 2d ago | MIT | A | 102 | Claude Code |
| autoreviewopenclaw/clawhub | Skill | 9.5k | yesterday | MIT | A | 17 | Claude Code, Codex |
| agent-teams-simplify-and-hardenLeoYeAI/openclaw-master-skills | Skill | 2.2k | 5d ago | MIT | A | 115 | Claude Code, Codex |
| omh-code-reviewrlaope/oh-my-hermes | Skill | 5.2k | yesterday | MIT | A | 48 | Claude Code, Codex |
| revdiff-planumputun/revdiff | Skill | 945 | yesterday | MIT | A | 84 | Claude Code |
| explore-unknownsdzhng/skills | Skill | 1.4k | 2d ago | MIT | A | 162 | Claude Code, Codex |
| re0-mergeLilMGenius/paperthin | Skill | 1.4k | 4d ago | MIT | A | 70 | Claude Code |