framework-walkthrough

framework-walkthrough is a skill for Claude Code, Codex from lync-cyber/CataForge. It costs 185 tokens per session (3,295 once invoked), scanned A, original, MIT.

A dynamic walkthrough tool for testing a small example project through an entire software-development workflow in an isolated sandbox.

In plain words
What is it for?
Use it to smoke-test a deployed workflow framework, validate behavior on non-Claude-Code platforms, or evaluate a generated framework through normal, branching, error, and shutdown paths.
Why use it?
It reveals how each stage, checkpoint, fallback, recovery path, and cleanup step behaves in practice rather than only inspecting framework files.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/lync-cyber/cataforge/framework-walkthrough
Any agent
npx skills add lync-cyber/CataForge --skill framework-walkthrough
Clone the repo
git clone --depth 1 https://github.com/lync-cyber/CataForge

Made for: Claude Code, 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 framework-walkthrough

README.md
[![agentmods](https://agentmods.dev/badge/skills/lync-cyber/cataforge/framework-walkthrough.svg)](https://agentmods.dev/skills/lync-cyber/cataforge/framework-walkthrough)
Your own site
<a href="https://agentmods.dev/skills/lync-cyber/cataforge/framework-walkthrough"><img src="https://agentmods.dev/badge/skills/lync-cyber/cataforge/framework-walkthrough.svg" alt="Measured on agentmods" height="20"></a>
Per session 185 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,295 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00185 $0.03295
Opus 5 $0.00093 $0.01648
Sonnet 5 $0.00037 $0.00659
Haiku 4.5 $0.00018 $0.00330

Measured 3d ago against content hash 05cf3b8696ea, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

framework-walkthrough 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 3d 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.

.cataforge/skills/framework-walkthrough/SKILL.md · 85 lines

How it starts

The opening of the file, as written. The whole thing — 85 lines — stays where its author put it; the contents beside it link to each section on GitHub.

项目走查 (framework-walkthrough)

能力边界

  • 能做: 在隔离沙盒里部署目标平台资产并以指定执行模式驱动一个小型示例项目跑通端到端工作流;按 references/runtime-flow-map.md 逐路径覆盖完整运行流程的五类路径(初始化 / 核心执行链路 / 分支 / 异常 / 终止清理),在每个阶段/门禁/降级/恢复处采集「观察点」;产出框架本身与走查流程本身两类改进建议报告 + 路径覆盖账本;走查后按 references/self-update-protocol.md 对 process 类 findings 做自更新闭环(回灌本 skill 的 SKILL.md / references);跨四端可移植(用能力标识符与 cataforge CLI 而非平台原生名)
  • 不做: 修改被走查项目的业务资产或本 skill 之外的 .cataforge/ 本体(framework 类改进只产报告到 docs/reviews/framework/;自更新仅限框架仓本体内的 skills/framework-walkthrough/ 子树);替代 framework-review 的静态元资产审查(互补,发现面不同);替代 platform-audit 的 IDE 厂商对账;进入业务开发主循环(按需触发)

输入规范

  • 可选 --mode: 执行模式,缺省 standard(7 阶段全跑,门禁与检查点覆盖面最大);要快速冒烟时显式 --mode agile-lite;语义见 COMMON-RULES §执行模式矩阵
  • 可选 --platform: 目标平台,缺省取 framework.json#/deployment.default_platform
  • 可选 --example: 示例目标 id,缺省内置 temperature-converter(见 references/example-project.md);要走查 UI 链路(ui_design 真驱动 + UI 保真评审)用 temperature-converter-ui;自带目标须小到单轮收敛
  • 可选 --depth: 覆盖深度,缺省 smokesmoke 只确定性驱动 happy path 主干、对分支/异常路径仅机会观察;full 额外按路径图探针清单逐个触发可达的分支/异常路径
  • 被走查的框架资产: 项目根 .cataforge/(必读)
  • 完整运行流程路径图: references/runtime-flow-map.md;详细执行协议: references/walkthrough-protocol.md;观察与归类口径: references/observation-rubric.md;自更新协议: references/self-update-protocol.md

输出规范

  • 走查改进报告: docs/reviews/framework/FRAMEWORK-REVIEW-walkthrough-{YYYYMMDD}-r{N}.md,front matter doc_type: framework-review(编号与字段按 .cataforge/references/review-report-spec.md
  • 报告含: 两类 findings(framework 框架本身缺陷/摩擦 + process 走查流程本身可改进项,各按 COMMON-RULES §统一问题分类体系 / §归因分类 与 .cataforge/references/review-report-spec.md §问题格式 标注;process 条目附 resolution: applied|proposed|deferred)+ 路径覆盖账本(路径图每条路径标 driven / probed / observed / not-reached(原因),字段见 runtime-flow-map §7)
  • 自更新变更(若触发): 对本 skill SKILL.md / references 的修改留在工作区由标准 PR 流程收口,修改摘要记入报告对应 process finding
  • 沙盒运行产物: 留在 gitignored 沙盒目录供复核,不入仓;报告以「产物清单 + 关键证据」形式引用

Read the full file on GitHub · 85 lines

Files

What ships with it

5 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. 3d ago First seen · 85 lines · 185 tokens per session scan A 05cf3b8696ea

Subscribe to this mod's changes

framework-walkthrough is a skill published in the GitHub repository lync-cyber/CataForge (128 stars, last pushed 1mo ago), licensed MIT. It adds 185 tokens to every session and 3,295 once invoked, about $0.0009 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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