post-kit: Instructions file for Kiro

.kiro/steering/python-fastapi.md

post-kit python-fastapi.md is an instructions file for Kiro from Huzaifa-ali/post-kit. It costs 1,458 tokens per session, scanned A, original, MIT.

A set of Python and FastAPI coding standards. FastAPI is a Python framework for building web APIs, which are interfaces that let programs exchange requests and data.

In plain words
What is it for?
Use it when designing Python modules and FastAPI services, choosing descriptive names, separating responsibilities, and deciding when code should be split.
Why use it?
It helps keep functions, files, and classes focused instead of mixing routing, business rules, validation, data access, and formatting.

Instructions file for Kiro

Written for Kiro: installed under .kiro/.

This is Huzaifa-ali/post-kit's own configuration. It tells Kiro how to work on post-kit itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything post-kit configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Huzaifa-ali/post-kit. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Huzaifa-ali/post-kit/master/.kiro/steering/python-fastapi.md
Clone the repo
git clone --depth 1 https://github.com/Huzaifa-ali/post-kit

Made for: Kiro.

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Per session 1,458 This file is loaded in full into every session.
When invoked 1,458 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.01458 $0.01458
Opus 5.5 $0.00583 $0.00583
Sonnet 5.5 $0.00292 $0.00292
Haiku 4.5 $0.00146 $0.00146

Measured 16d ago against content hash 42b9b006343f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

post-kit python-fastapi.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 16d 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.

.kiro/steering/python-fastapi.md · 207 lines

How it starts

The opening of the file, as written. The whole thing — 207 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Python & FastAPI — Code Standards

Write code like Netflix Dispatch, Starlette, and encode/httpx: clean, obvious, boring in the best way.

Single Responsibility

Every function does ONE thing. Every file has ONE purpose. Every class has ONE reason to change.

  • A function that fetches data does not also format it.
  • A function that validates does not also save.
  • A file with routes does not contain business logic.
  • A file with business logic does not import FastAPI.

The test: Can you describe what this function/file does in one sentence without using "and"? If not, split it.

Function length: If a function exceeds 20-25 lines, it's probably doing two things. Extract the second thing.

File length: If a file exceeds 200 lines, it has too many responsibilities. Split by concern.

How Top-Tier Repos Write Python

Naming tells you everything

# Bad — what does this do?
def process(data):
    ...

# Good — name IS the documentation
def parse_front_matter_from_markdown(content: str) -> dict[str, str]:
    ...
  • Functions: verb + noun (get_posts, parse_config, emit_event, rebuild_index)
  • Variables: descriptive nouns (post_content, active_modules, niche_config)
  • Booleans: is_ / has_ / can_ prefix (is_onboarded, has_analytics, can_scout)
  • Constants: UPPER_SNAKE (MAX_RETRY_COUNT, DEFAULT_PORT)
  • Private: _underscore_prefix (internal, don't call from outside)

Small, focused modules

# How Netflix Dispatch structures a domain:
module/
├── router.py       # HTTP in/out only — thin
├── service.py      # All logic — thick
├── models.py       # Data shapes — Pydantic schemas

Router is thin (10-50 lines per endpoint). Service is where the work happens. Models define the contract.

Type everything

# Every function signature is fully typed
async def get_posts_by_status(
    status: PostStatus,
    limit: int = 50,
    offset: int = 0,
) -> list[PostSummary]:
    ...

No Any. No untyped parameters. No untyped returns. The types ARE the documentation.

Read the full file on GitHub · 207 lines

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. 16d ago First seen · 207 lines · 1,458 tokens per session scan A 42b9b006343f

Subscribe to this mod's changes

post-kit python-fastapi.md is an instructions file published in the GitHub repository Huzaifa-ali/post-kit (4 stars, last pushed 17d ago), licensed MIT. It adds 1,458 tokens to every session, about $0.0058 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 2026-10-11.

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