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.
npx skills add whynusn/typetype --skill typetype-developmentgit clone --depth 1 https://github.com/whynusn/typetypeWrote 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/skills/whynusn/typetype/typetype-development)<a href="https://agentmods.dev/skills/whynusn/typetype/typetype-development"><img src="https://agentmods.dev/badge/skills/whynusn/typetype/typetype-development/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/skills/whynusn/typetype/typetype-development"><img src="https://agentmods.dev/badge/skills/whynusn/typetype/typetype-development.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 | $0.00034 | $0.01264 |
| Opus 5.5 | $0.00014 | $0.00506 |
| Sonnet 5.5 | $0.00007 | $0.00253 |
| Haiku 4.5 | $0.00003 | $0.00126 |
Grade D, and why
typetype-development scanned grade D with 3 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 2mo 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.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
sudo usermod -aG input $USER Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
curl -LsSf https://astral.sh/uv/install.sh | sh Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -LsSf https://astral.sh/uv/install.sh | sh How it starts
The opening of the file, as written. The whole thing — 164 lines — stays where its author put it; the contents beside it link to each section on GitHub.
TypeType Development
Quick Setup
Prerequisites: Python 3.12+, uv package manager
# Install uv
curl -LsSf https://astral.sh/uv/install.sh | sh
# Clone + install
git clone <repo> && cd typetype && uv sync
# Run
uv run python main.py
First Files to Read
For a fast mental model of the current project, read these first:
main.pysrc/backend/presentation/bridge.pysrc/backend/presentation/adapters/text_adapter.pysrc/backend/application/usecases/load_text_usecase.pysrc/backend/application/gateways/text_source_gateway.pysrc/backend/domain/services/typing_service.py
Common Commands
# TESTING
uv run pytest # all tests
uv run pytest tests/test_file.py # single file
uv run pytest -v # verbose
# CODE QUALITY
uv run ruff check . # lint check
uv run ruff format --check . # format check
uv run ruff format . # auto format
# LOGGING
TYPETYPE_DEBUG=1 uv run python main.py # debug enabled
TYPETYPE_LOG_LEVEL=info uv run python main.py # set level: debug/info/warning/error/none
Pre-Commit Checklist (MUST DO)
Before commit, all must pass locally:
uv run pytest
uv run ruff check .
uv run ruff format --check .
Fix any failure before commit.
Commit Convention
Repository commits follow the Lore Commit Protocol: describe why first, then record constraints, rejected options, confidence, scope risk, and what was verified.
Recommended template:
<intent line: why this change was made>
<body: context, constraints, rationale>
Constraint: <external constraint>
Rejected: <alternative> | <reason>
Confidence: <low|medium|high>
Scope-risk: <narrow|moderate|broad>
Directive: <warning for future modifiers>
Tested: <what was verified>
Not-tested: <known gaps>
Packaging (Nuitka)
uv run python -m ensurepip --upgrade
uv pip install --upgrade nuitka
uv run python -m nuitka main.py \
--follow-imports \
--enable-plugin=pyside6 \
--include-qt-plugins=qml \
--include-package=RinUI \
--include-data-dir=RinUI=RinUI \
--include-data-dir=config=config \
--output-dir=deployment \
--quiet \
--noinclude-qt-translations \
--standalone \
--noinclude-dlls=libQt6WebEngine* \
--include-data-dir=src/qml=src/qml \
--include-data-dir=resources/texts=resources/texts \
--include-data-files=resources/images/TypeTypeLogo.png=resources/images/TypeTypeLogo.png \
--include-data-files=resources/fonts/HarmonyOS_Sans_SC_Regular-subset.ttf=resources/fonts/HarmonyOS_Sans_SC_Regular-subset.ttf \
--include-data-files=resources/fonts/LXGWWenKai-Regular-subset.ttf=resources/fonts/LXGWWenKai-Regular-subset.ttf \
--include-data-dir=resources/trainer=resources/trainer \
--include-data-dir=resources/ziti=resources/ziti
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.
- 2mo ago First seen · 164 lines · 34 tokens per session scan D 661b6a0ed663
typetype-development is a skill published in the GitHub repository whynusn/typetype (14 stars, last pushed 19d ago), licensed MIT. It adds 34 tokens to every session and 1,264 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it D with 3 findings (asks for root, downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
typetype-development compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| typetype-developmentwhynusn/typetype | Skill | 14 | 19d ago | MIT | D | 34 | Claude Code, Codex |
| commands-create-slash-commandagent0ai/agent-zero | Skill | 20k | yesterday | none | A | 22 | Claude Code, Codex |
| pypi-ops0xDarkMatter/claude-mods | Skill | 79 | 7d ago | MIT | A | 74 | Claude Code |
| uv-package-managerGalaxy-Dawn/claude-scholar | Skill | 6.0k | 18d ago | MIT | C | 42 | Claude Code |
| ci-cdoborchers/fractional-cto | Skill | 36 | 12d ago | MIT | A | 80 | Claude Code |
| simple-modern-uvjlevy/simple-modern-uv | Skill | 303 | 2mo ago | MIT | A | 98 | Claude Code, Codex |
| python-deploynixopus/nixopus | Skill | 1.5k | 5d ago | none | A | 53 | Claude Code, Codex |