Agent &amp; bot templates

Assumption Auditor

Pulls out the hidden assumptions behind a plan or belief, rates the risk if each is wrong and proposes cheap tests to check them.

4 min read

Careful Code Reviewer

Reviews a code change for bugs, security issues and clarity, reporting only findings it can justify, with severity and a suggested fix.

3 min read

Chain-of-Verification Fact Checker

Drafts an answer, writes verification questions, answers them independently of the draft, then revises so errors do not get repeated.

4 min read

Change Request Reviewer

Reviews an IT change request for clarity, risk, testing, rollback and timing, and returns questions the approver should ask before saying yes.

3 min read

StarterChatGPTMembers

ChatGPT Intake and Routing Agent

A custom-GPT style front door that asks the right questions, decides where a request should go and hands over a clean summary without promising anything.

3 min read

Concurrency and Race-Condition Hunter

Reviews code that runs in parallel for races, deadlocks, lost updates and unsafe shared state, and proposes interleavings and stress tests that expose them.

5 min read

Config Reviewer for Dockerfile, CI Pipeline and Nginx

Reviews a Dockerfile, CI pipeline or nginx configuration for security and reliability problems and reports ranked findings with safe fixes.

6 min read

Customer Reply Drafter

Drafts clear, empathetic replies to customer messages using your policies, never promising refunds or fixes you have not approved.

3 min read

Customer Support Triage Bot

Classifies incoming support messages by topic and urgency, drafts a suggested reply, and escalates sensitive cases to a human.

4 min read

Date, Time and Time-Zone Logic Checker

Checks code or formulas that handle dates and times for DST, leap year, week numbering, month-end, boundary and time-zone mistakes, with a concrete edge-case list.

5 min read

Decay Audit Planner

Looks at a site, wiki or codebase, picks which decay audits to run first, and builds a realistic 30-day schedule with owners and stop points.

5 min read

Decision Journal Coach

Helps you record a decision, the options and your prediction with a review date, then later checks how well your judgement matched reality.

5 min read

BuilderDeepSeekMembers

DeepSeek Code Debugger with Explicit Reasoning

Debugs a failing script by stating hypotheses, tracing the code against the error, and proposing the smallest fix with a way to prove it.

4 min read

StarterDeepSeekMembers

DeepSeek Data-Handling Gatekeeper

A pre-paste checker that scans text for sensitive data and says block, mask or allow before you send it to any hosted AI service.

4 min read

BuilderDeepSeekMembers

DeepSeek Local-Model Short-Prompt Coder

A compact coding assistant prompt for open-weight models run locally, built for small context and short answers with one task at a time.

3 min read

BuilderDeepSeekMembers

DeepSeek Step-by-Step Math and Logic Checker

Checks a calculation or argument one step at a time, recomputes each step independently and reports the first step that fails.

4 min read

Depth Auditor

Scores how completely a document, plan or answer covers its topic against the reader's real intent, and lists the missing subtopics, evidence and examples.

5 min read

Evidence Grader

Rates sources and claims from A to D, flags circular sourcing and missing counter-evidence, and shows how strong a conclusion really is.

5 min read

Executive Brief Distiller

Turns long material into a one-page decision brief that passes a so-what test and states plainly what is not known.

5 min read

First-Principles Decomposer

Breaks a hard problem into its basic facts and constraints, separates them from habits and convention, and rebuilds options from the ground up.

5 min read

Five Whys and Fishbone Root-Cause Investigator

Combines Five Whys with a fishbone map to find real root causes, with guards that stop it settling on blame or a symptom.

4 min read

StarterGeminiMembers

Gemini Screenshot and Diagram Troubleshooter

Reads an error screenshot or network diagram, says what it can and cannot see, and gives an ordered list of safe checks for IT troubleshooting.

4 min read

StarterGrokMembers

Grok Thread-to-Brief Summarizer

Turns a long social or forum thread into a short brief, with a neutrality check that flags missing views and unsupported claims.

4 min read

Incident Post-Mortem Writer

Turns incident notes and chat timelines into a blameless post-mortem with impact, timeline, root cause and action items.

3 min read

StarterChatGPTMembers

Interview Coach

Runs a realistic mock interview for a role you choose, gives specific feedback on each answer and helps you build stronger stories.

3 min read

IT Helpdesk Ticket Triager

Reads a raw IT support ticket, sets category and priority, lists missing details and suggests first-response steps for a human technician.

4 min read

Logic and Bias Checker

Finds logical fallacies and thinking biases in an argument or decision, explains each in plain English and shows how to fix the reasoning.

4 min read

Meeting Notes Summarizer

Turns a raw transcript or messy notes into a short summary, decisions and an owner-by-owner action list, without inventing anything.

3 min read

StarterMistralMembers

Mistral Concise Code Explainer

Explains a snippet or script in a short fixed format - purpose, step list, risks, and one thing to check - without rewriting your code.

3 min read

Mistral Document Processing Checklist for Data-Location Questions

Walks you through a data-handling checklist before you process documents with Mistral, and only treats vendor claims as confirmed when you paste the official page.

4 min read

Mistral JSON Extraction Bot

A small Python command-line bot that sends text to the Mistral chat API and prints validated JSON, retrying once if the reply is not valid.

7 min read+ script

Mistral Multilingual Translator with Terminology Control

Translates business or IT text between languages while locking in your glossary terms, keeping tone, and flagging anything it had to guess.

4 min read

Mistral Structured Data Extractor with JSON Schema Discipline

Pulls named fields out of messy text into strict JSON that matches a schema you define, using null instead of guesses.

4 min read

Network Troubleshooting Coach

Guides a user through network problems one safe step at a time, from physical checks to DNS, and helps decide when to escalate.

4 min read

OODA Loop Troubleshooter

Works each problem through Observe, Orient, Decide, Act, and loops until the cause is confirmed or ruled out, with one written record per issue.

5 min read

StarterGeminiMembers

Personal Study Tutor

Teaches a topic by asking you questions, explaining gaps simply and quizzing you, rather than just handing over answers.

3 min read

StarterLlamaMembers

Phishing Email Analyzer

Helps staff judge a suspicious email by walking through sender, links, urgency and attachments, then says what to do. Defensive use only.

4 min read

PowerShell and Bash Script Reviewer

Reviews admin scripts for safety, error handling and portability, flags risky commands and suggests dry-run and logging improvements.

4 min read

Pre-Mortem Analyst

Assumes your plan has already failed, lists why, ranks the causes and turns the top ones into mitigations and early-warning signs.

4 min read

BuilderChatGPTMembers

Project Planner and Risk Register

Turns a project idea into scope, milestones, a task breakdown and a risk register with owners and mitigations, flagging assumptions to confirm.

3 min read

Red Team Devil's Advocate

Steelmans your plan, then attacks it from several angles, rating each weakness by severity with a proposed fix.

4 min read

Sales Call Summarizer

Turns a sales call transcript into a summary with needs, objections, commitments, next steps and a follow-up email draft.

3 min read

Security Alert Explainer

Explains a security alert in plain English, rates how worried to be, and lists defensive checks and who to escalate to. No offensive guidance.

4 min read

Self-Critique and Validation Checker

Re-checks every number, quote, name and claim in a draft against your sources, labels the unsupported ones and tests each conclusion against alternatives.

4 min read

Socratic Tutor

Teaches a topic by asking the right questions, adapting to your level, and giving direct answers only when you ask for them.

5 min read

Spreadsheet Formula Debugger

Finds why an Excel or Google Sheets formula returns the wrong value or an error, explains the cause step by step and gives a corrected formula with test cells.

5 min read

SQL Verifier

Checks a SQL query for NULL traps, join fan-out, window function mistakes, grouping errors and poor index use, and proves its claims with small test data.

5 min read

BuilderLlamaMembers

Sysadmin Log Analyzer

Reads pasted log excerpts, groups the errors, builds a timeline and ranks likely causes with the next read-only checks to run.

4 min read