Validate Changes

A project-specific workflow for checking that scraper changes still build and work. A scraper is code that reads information from a website, here CSFD.cz.

In plain words
What is it for?
It helps run the build, tests, a live scraping demo, and an MCP server startup check after code changes.
Why use it?
It helps catch type errors, broken tests, website layout changes, and problems starting the project's MCP server.

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/bartholomej/node-csfd-api/validate_changes
Any agent
npx skills add bartholomej/node-csfd-api --skill validate_changes
Clone the repo
git clone --depth 1 https://github.com/bartholomej/node-csfd-api

Made for: Claude Code, Codex.

Per session 25 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 319 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 $0.00025 $0.00319
Opus 5 $0.00013 $0.00160
Sonnet 5 $0.00005 $0.00064
Haiku 4.5 $0.00003 $0.00032

Measured yesterday against content hash 521fb0f0611a, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

Validate Changes 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.

.agent/skills/validate_changes/SKILL.md · 53 lines

What it actually says

Validate Changes

Since this project relies on scraping a 3rd party website (CSFD.cz), validation is crucial to ensure their DOM hasn't changed or our logic isn't broken.

1. Static Analysis & Build

Ensure that TypeScript compiles and the dual-build system works.

# Checks types and builds both 'server' and 'mcp-server' related outputs
yarn build

2. Unit & Integration Tests

Run the test suite. Note that some tests might hit the real CSFD website.

yarn test

3. Real-world Demo

The demo.ts file is a scratchpad for testing the actual scraper against current CSFD pages.

# Run the demo script
npm run demo

If the demo fails:

  1. Check your internet connection (CSFD might block generic IPs).
  2. Check if CSFD changed their DOM layout.
  3. Verify User-Agent headers in src/fetchers/fetcher.ts.

4. MCP Server Check

If you modified mcp-server/, verify it builds and starts.

# Build specific to MCP
yarn build:mcp

# Try to run it (it handles stdio, so it will just wait for input, but shouldn't crash immediately)
node dist/bin/mcp-server.js
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 First seen · 53 lines · 25 tokens per session scan A 521fb0f0611a

Subscribe to this mod's changes

Validate Changes is a skill published in the GitHub repository bartholomej/node-csfd-api (60 stars, last pushed 8d ago), licensed MIT. It adds 25 tokens to every session and 319 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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