Borrowing it
Nothing to install: this file belongs to gulmezeren2-byte/acikpoz. 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/gulmezeren2-byte/acikpoz/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/gulmezeren2-byte/acikpozWrote 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/instructions/gulmezeren2-byte/acikpoz/copilot-instructions)<a href="https://agentmods.dev/instructions/gulmezeren2-byte/acikpoz/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/gulmezeren2-byte/acikpoz/copilot-instructions/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/instructions/gulmezeren2-byte/acikpoz/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/gulmezeren2-byte/acikpoz/copilot-instructions.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 | $0.00893 | $0.00893 |
| Opus 5 | $0.00447 | $0.00447 |
| Sonnet 5 | $0.00179 | $0.00179 |
| Haiku 4.5 | $0.00089 | $0.00089 |
Grade A, and why
acikpoz copilot-instructions.md 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 10d 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 — 35 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Copilot instructions — acikpoz
Deterministic, offline Python tool that turns Turkish public-construction unit-price (ÇŞB birim fiyat) catalog PDFs into structured Poz records (code, description, unit, price), with year-over-year diff and validation, exposed as a CLI and an optional MCP server.
Build, test, lint
Managed with uv (uv.lock committed); Python ≥3.10, hatchling build backend. These are the exact CI commands (.github/workflows/ci.yml):
uv sync --dev --extra mcp # install core + dev tools + optional mcp extra
uv run pytest -q # tests (config in [tool.pytest.ini_options], testpaths=tests)
uv run ruff check src tests # lint
uv run mypy src # type-check
uv build # build sdist/wheel (release.yml; publishes to PyPI on v* tags via OIDC)
Run the tools: acikpoz parse FILE.pdf --pages 8-20 (also diff OLD.pdf NEW.pdf, validate FILE.pdf; --json/--csv/--group/--priced-only). MCP server entry point: acikpoz-mcp.
Architecture
src/ layout, one package src/acikpoz/. The pipeline is layered so parsing logic is testable without a real PDF:
model.py—Pozdataclass; every possibly-missing field isOptional, defaulting toNone.parser.py— coordinate/geometry parser, no ML. Pureparse_words(word_dicts)->parse_page(page)->parse_catalog(path, pages); reads the price-column x from the page header;ParseResultreports coverage (priced/group_headers/gaps,price_parse_rate,grade);tl()parses Turkish money ("1.310,00" -> 1310.0).diff.py—diff_pozes->CatalogDiff/PozChange(kinds: price_change/unit_change/added/removed/now_priced/now_unpriced).validate.py—validate_pozes->ValidationReport/Finding; deterministic rules only, error vs warning severity, never mutates data.cli.py(typer + rich, entryacikpoz) andmcp_server.py(FastMCP, entryacikpoz-mcp) are thin wrappers: tool functions return plain dicts and know nothing about the runtime.__init__.pyis the public API surface.
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.
- 10d ago First seen · 35 lines · 893 tokens per session scan A ba9be81e3bf8
acikpoz copilot-instructions.md is an instructions file published in the GitHub repository gulmezeren2-byte/acikpoz (1 stars, last pushed 1mo ago), licensed MIT. It adds 893 tokens to every session, about $0.0045 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 2026-08-31.
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