sigit: Skill for Claude Code

.agents/skills/ai-assisted-coding/SKILL.md

ai-assisted-coding is a skill for Claude Code, Codex from getsigit/sigit. It costs 45 tokens per session (3,474 once invoked), scanned A, original, no licence file.

A development guide for building AI coding features in Rust with Onde Inference, the system used to load models and generate responses locally.

In plain words
What is it for?
Use it when working on ChatEngine integration, model loading, streaming responses, history handling, sampling configuration, or local coding-agent design.
Why use it?
It provides direction for the parts of a coding agent that are easy to get wrong, such as streamed output, conversation history, and response settings.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing. Also seen: installed under .agents/ (shared by several agents).

This is getsigit/sigit's own configuration. It tells Claude Code and Codex how to work on sigit 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 sigit configures →

Reuse

Borrowing it

Nothing to install: this file belongs to getsigit/sigit. 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/getsigit/sigit/main/.agents/skills/ai-assisted-coding/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/getsigit/sigit

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for ai-assisted-coding

README.md
[![agentmods](https://agentmods.dev/badge/skills/getsigit/sigit/ai-assisted-coding/github.svg)](https://agentmods.dev/skills/getsigit/sigit/ai-assisted-coding)
Your own site
<a href="https://agentmods.dev/skills/getsigit/sigit/ai-assisted-coding"><img src="https://agentmods.dev/badge/skills/getsigit/sigit/ai-assisted-coding/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.

agentmods 80×15 button for ai-assisted-coding

Your own site · 80×15
<a href="https://agentmods.dev/skills/getsigit/sigit/ai-assisted-coding"><img src="https://agentmods.dev/badge/skills/getsigit/sigit/ai-assisted-coding.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,474 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.00045 $0.03474
Opus 5.5 $0.00018 $0.01390
Sonnet 5.5 $0.00009 $0.00695
Haiku 4.5 $0.00005 $0.00347

Measured 2mo ago against content hash 79ca0e6f8fea, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-assisted-coding 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 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.

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.

.agents/skills/ai-assisted-coding/SKILL.md · 391 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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. 2mo ago First seen · 391 lines · 45 tokens per session scan A 79ca0e6f8fea

Subscribe to this mod's changes

ai-assisted-coding is a skill published in the GitHub repository getsigit/sigit (57 stars, last pushed 2d ago), with no licence file. It adds 45 tokens to every session and 3,474 once invoked, about $0.0002 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 2026-08-30.

Related

ai-assisted-coding compared with skills from other repositories

ai-assisted-coding next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
ai-assisted-codinggetsigit/sigitSkill572d agononeA45Claude Code, Codex
update-v8-versionopeninterpreter/openinterpreterSkill69k3d agoApache-2.0A86Codex
v4-best-practicesHmbown/CodeWhaleSkill41k5d agoMITA51Claude Code, Codex
rust-checkHmbown/CodeWhaleSkill41k5d agoMITA15Claude Code, Codex
path-typesopeninterpreter/openinterpreterSkill69k3d agoApache-2.0A29Codex
ax-rust-signatureax-llm/axSkill3.0k3d agoApache-2.0A36Claude Code, Codex
swiftidebosun-ai/swiftideSkill802yesterdayMITA47Claude Code, Codex