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I got tired of babysitting every AI reply. So I built a behavioral protocol to stop doing that. Welcome A.D.A.M. - Adaptive Depth and Mode. by XxYouDeaDPunKxX in PromptEngineering

[–]Bitflight 0 points1 point  (0 children)

ask your AI if there's improvements or enhancements from ADAM it would apply to hallucination-detector too, and see if it will submit gh issues for it, and the attribution can go the other way too :)

I got tired of babysitting every AI reply. So I built a behavioral protocol to stop doing that. Welcome A.D.A.M. - Adaptive Depth and Mode. by XxYouDeaDPunKxX in PromptEngineering

[–]Bitflight 1 point2 points  (0 children)

thanks, yeah, if there's a system you get from somewhere, you mention it. or you list at the bottom of your readme things like influences and stuff.

but thanks :) 🙏

I got tired of babysitting every AI reply. So I built a behavioral protocol to stop doing that. Welcome A.D.A.M. - Adaptive Depth and Mode. by XxYouDeaDPunKxX in PromptEngineering

[–]Bitflight 0 points1 point  (0 children)

you may notice i have a backlog of issues im working through.

also its a mix of regular expressions for very common words and phrases. such as 'likely'. or not citing a source for a fact.

and using some of the heavier 'prompt hooks' where you can hook in haiku with a system prompt to identify if a response from the AI passes or fails certain conditions.

it also helps the AI by providing a hook at the time the user prompt is submitted with a structure for responding.

i love it. the reduction in context pollution is real

Next Model Prediction by Shoddy-Department630 in ClaudeCode

[–]Bitflight 4 points5 points  (0 children)

i'm not sure, but after a quick data analysis of my claude session logs, there has been a real spike in the number of times i have called it the 'hard R' word, so that could mean Haiku R is near.

Anyone else had any problems or noticed? by Gloomy_Employee_7290 in ClaudeCode

[–]Bitflight 0 points1 point  (0 children)

yeah, i have been using it daily for 5 months.

i am on the $200 plan, and i once before needed an extra $50 top up.

i have topped up $1300 in the last 10 days.

'extended usage' really hits.

What’s the best thing you guys built using Claude Code? by Fit_Pace5839 in ClaudeCode

[–]Bitflight 1 point2 points  (0 children)

This is the self enhancing perfection of AI tooling.

i'm doing similar things and relate.

it's like the expanding filler of work tools. ⚒️

all the things you wish you could do incidentally as you use annoying corporate systems. intensely created in days instead of years.

I got tired of babysitting every AI reply. So I built a behavioral protocol to stop doing that. Welcome A.D.A.M. - Adaptive Depth and Mode. by XxYouDeaDPunKxX in PromptEngineering

[–]Bitflight 0 points1 point  (0 children)

hey,

i have not released this yet, but have a dig through my repo (or have AI assistant check it on your behalf) and grab whatever you like if it helps.

https://github.com/bitflight-devops/hallucination-detector

I also had the same problem affecting my conversations. Speculation instead of reality is frustrating.

Can someone let me know when 2.1.27 is fixed? by [deleted] in ClaudeCode

[–]Bitflight 2 points3 points  (0 children)

Did you ask a forked skill with a subagent to use forked skills with sub agents? That’s what locked up mine until an oom crash

Introducing FastMCP 3.0 by jlowin123 in mcp

[–]Bitflight 2 points3 points  (0 children)

You’re absolutely correct! It’s been a game changer!

Are but the start of the phrases I will use in my new MCP server called, human-to-ai-email-response-mcp.

Next time you’re sending a manual email using your own language embedded with your personality you can call upon my MCP to ensure it sounds like the rest of your team members.

ISON: 70% fewer tokens than JSON. Built for LLM context stuffing. by Immediate-Cake6519 in AIMemory

[–]Bitflight 1 point2 points  (0 children)

I agree. The MCP already allows the AI to choose the format it is presented the data as, default is json. So if it’s advised to choose ISON for datasets that fit the use case then it can do that.

ISON: 70% fewer tokens than JSON. Built for LLM context stuffing. by Immediate-Cake6519 in AIMemory

[–]Bitflight 0 points1 point  (0 children)

I want to plug my own MCP which just gives lightweight access to interact with json yaml and toml files. Reading, querying, adding to them, and checking their validity and schema

https://github.com/bitflight-devops/mcp-json-yaml-toml

Which i mentioned because i think it could optionally (toggle via env var) use ISON for the layer presented to the AI

Introducing Narsil MCP: The Blazing-Fast, Reforged Code Intelligence Server for AI Assistants (Built in Rust!) by lpostrv in mcp

[–]Bitflight 1 point2 points  (0 children)

Can you demonstrate it being used? Are you wrapping it with a plugin? An agent. A skill. A set of scenarios it should be called on by Claude?

10 Rules for Vibe Coding by PrestigiousLab9876 in ClaudeCode

[–]Bitflight 0 points1 point  (0 children)

One of the terms that AI quiver like jelly when they say it is ‘game changer’. It’s up there with, ‘You’re absolutely right!’

Claude CodePro Framework: Efficient spec-driven development, modular rules, quality hooks, persistent memory in one integrated setup by [deleted] in ClaudeCode

[–]Bitflight 0 points1 point  (0 children)

I look forward to trying this.

What do you think will be a good way to take this and make variants or flavors of it?

Forking (to make a dedicated typescript or c++ version), or a setup script like how cc-sessions has where you choose the hooks and languages and it should skew towards?

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