instinct-system

instinct-system is a skill for Claude Code, Codex from buiphucminhtam/forgewright. It costs 43 tokens per session (3,097 once invoked), scanned B, original, no licence file.

A hook-based learning system that watches tool calls, learns project patterns, and suggests optimizations.

In plain words
What is it for?
It is for spotting project habits, suggesting workflow improvements, and applying continuous learning to coding-agent tasks.
Why use it?
It helps identify repeated work and possible improvements without requiring manual analysis. It is designed to account for GDPR requirements and add under 50 milliseconds to tool runs.

Skill for Claude CodeCodex

Install

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.

agentmods
npx agentmods add skills/buiphucminhtam/forgewright/instinct-system
Any agent
npx skills add buiphucminhtam/forgewright --skill instinct-system
Clone the repo
git clone --depth 1 https://github.com/buiphucminhtam/forgewright

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 instinct-system

README.md
[![agentmods](https://agentmods.dev/badge/skills/buiphucminhtam/forgewright/instinct-system.svg)](https://agentmods.dev/skills/buiphucminhtam/forgewright/instinct-system)
Your own site
<a href="https://agentmods.dev/skills/buiphucminhtam/forgewright/instinct-system"><img src="https://agentmods.dev/badge/skills/buiphucminhtam/forgewright/instinct-system.svg" alt="Measured on agentmods" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,097 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
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 $0.00043 $0.03097
Opus 5 $0.00022 $0.01548
Sonnet 5 $0.00009 $0.00619
Haiku 4.5 $0.00004 $0.00310

Measured 5d ago against content hash afad117b597b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade B, and why

instinct-system scanned grade B with 1 finding 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 5d 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.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

Add to `~/.claude/settings.json`:
skills/instinct-system/SKILL.md · 426 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 5d ago First seen · 426 lines · 43 tokens per session scan B afad117b597b

Subscribe to this mod's changes

instinct-system is a skill published in the GitHub repository buiphucminhtam/forgewright (49 stars, last pushed yesterday), with no licence file. It adds 43 tokens to every session and 3,097 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.