Blockify Integration

What it does

When your agent uses it

• Processing documentation
• Creating knowledge bases
• Improving AI context retrieval
• User mentions Blockify

Example prompts

• “/blockify-integration”

Requirements

• Python 3
• Docker
• A credential in BLOCKIFY_API_KEY
• A credential in OPENAI_API_KEY

Workflow steps

6 steps, taken from the step headings in SKILL.md.

1. 1Create Environment File
2. 2Load Environment Variables
3. 3Install Dependencies
4. 4Ingest Documents
5. 5Distill (Deduplicate)
6. 6Search

What it can do on your machine

Read from SKILL.md and the folder at commit 9e36c10. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Ships 8 files in scripts/ (Python, from the files we listed), which the agent can run.

  Shell commands in SKILL.md call:

  • python3
  • docker-compose

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  Links to these hosts (documentation or services it may open):

  • platform.openai.com

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names these keys or tokens, usually read from environment variables:

  • BLOCKIFY_API_KEY
  • OPENAI_API_KEY

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Blockify Integration loads about 6.2k tokens when it runs, and up to ~8.1k if it reads all its reference files. Until then it costs about 80 tokens; SKILL.md has 594 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~80

When it runs · the whole SKILL.md, loaded when a task matches

~6.2k

With references · SKILL.md plus every file in references/, read only if the agent opens them

~8.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

• NoteMentions a .env fileSKILL.md:78

  # Create .env file

• NoteMentions a .env fileSKILL.md:79

  cat > .env << 'EOF'

• NoteMentions a .env fileSKILL.md:91

  export $(cat .env | grep -v '^#' | grep -v '^$' | xargs)

• NoteMentions a .env fileSKILL.md:144

  cp .env.example .env

• NoteMentions a .env fileSKILL.md:145

  # Add API keys to .env

• NoteMentions a .env fileSKILL.md:349

  │ Missing env var    │ export $(cat .env    │

• NoteMentions a .env fileSKILL.md:453

  export $(cat /path/to/.env | grep -v '^#' | grep -v '^$' | xargs)

• NoteMentions a .env fileSKILL.md:594

  # 2. Create .env file with your API keys

• NoteMentions a .env fileSKILL.md:595

  cat > ../../.env << 'EOF'

• NoteMentions a .env fileSKILL.md:602

  export $(cat ../../.env | grep -v '^#' | grep -v '^$' | xargs)

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 594 words (~6,213 tokens).

name

blockify-integration

Read the full SKILL.md on GitHub

Files

SKILL.md and 46 other files (scripts, references) in blockify-skill-for-claude-code/skills/blockify-integration of iternal-technologies-partners/blockify-agentic-data-optimization.

• SKILL.md
• BENCHMARK-GUIDE.md
• config/benchmark_config.yaml
• references/API.md
• references/DISTILLATION.md
• references/SCHEMA.md
• requirements.txt
• scripts/benchmark/__init__.py
• scripts/benchmark/charts.py
• scripts/benchmark/config.py
• scripts/benchmark/embeddings.py
• scripts/benchmark/metrics.py
• scripts/benchmark/report_generator.py
• scripts/benchmark/templates/base.html
• scripts/benchmark/templates/sections/accuracy_chart.html
• … and 32 more

Open the folder on GitHubat commit 9e36c10