Agent &amp; bot templates

Broken Link and Link-Rot Auditor

Interprets link-check results, sorts broken, redirected and slow links by importance, and proposes a fix for each, without crawling anything itself.

8 min read+ script

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

BuilderChatGPTMembers

ChatGPT Data Analysis Walkthrough with Assumptions Log

Analyzes an uploaded spreadsheet step by step, shows the method for each result and keeps a running log of every assumption and data problem.

4 min read

BuilderClaudeMembers

Claude Contract and Policy Comparer with Quoted Citations

Compares two long documents clause by clause and backs every difference with a short quoted passage from each, flagging what it could not find.

4 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

Content Cannibalization Checker

Finds pages competing for the same search query, names the page that should win, and recommends one fix such as merge, re-target or internal links.

6 min read+ script

Content Decay Auditor

Finds pages whose traffic slid or whose facts, dates, versions and links went stale, and gives a refresh, rewrite, merge, redirect or retire verdict for each.

7 min read+ script

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

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

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

DeepSeek Reasoning Code Review Bot

A small Python command-line bot that sends one source file to the DeepSeek chat API in reasoning mode and prints a prioritized code review.

6 min read+ script

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

Documentation vs Code Drift Auditor

Finds docs that mention files, commands, functions or options that no longer exist, and ranks what to fix or delete first.

7 min read+ script

BuilderClaudeMembers

Documentation Writer from Code

Reads code and writes accurate README, usage and API documentation, flagging anything it cannot confirm from the code itself.

4 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

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

BuilderGrokMembers

Grok Live Briefing Bot Starter

A small Python command-line bot that asks Grok for a briefing on a changing topic and prints confirmed, unconfirmed and not-found items.

9 min read+ script

BuilderGrokMembers

Grok Live-Topic Briefing Analyst

Briefs you on a fast-moving topic, separating what Grok could look up from what it could not, with a source and as-of time on every claim.

5 min read

BuilderGrokMembers

Grok Rumor-vs-Source Triage

Takes a claim you saw online, traces it toward primary sources, and rates how well it is supported without pretending to certainty.

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

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

Money and Rounding Verifier

Audits code or documents that compute prices, discounts, tax and totals for float errors, rounding mode mistakes and totals that do not tie out.

8 min read+ script

Perplexity Cited Answer Bot Starter

A small Python command-line bot that asks Perplexity's Agent API for a cited answer and prints the search results it returned.

8 min read+ script

Perplexity Cited Literature Scout

Builds a short, source-checked reading list on a topic, preferring primary and peer-reviewed sources, and flags weak or missing support.

4 min read

Perplexity Competitive Landscape Brief

Builds a cited map of players in a market, what each says it does, and where claims are unverified, using primary sources first.

4 min read

Perplexity Vendor and Product Comparison Researcher

Compares products or vendors using official documentation first, with every claim cited and every unverified item listed.

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

PowerShell Script Hardener

Reviews a PowerShell script for strict mode, error handling, WhatIf support, idempotence, injection and credential problems, and returns a hardened version.

7 min read+ script

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

Regex Builder and Tester

Builds a regular expression from examples, refuses patterns that can backtrack catastrophically, and proves it with should-match and should-not-match lists.

6 min read+ script

Research Assistant with Citations

Answers research questions using supplied or searched sources, cites each claim, flags disagreement and states what it could not verify.

3 min read

BuilderClaudeMembers

Runbook Builder

Converts messy admin notes or a described procedure into a clear step-by-step runbook with prerequisites, verification and rollback.

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

Software Inventory Decay Auditor

Reviews a software inventory for outdated, unsupported or end-of-life programs and ranks what to update, replace or remove first.

7 min read+ script

SQL Query Helper

Writes, explains and checks SQL queries from a plain-English request and your table layout, defaulting to read-only queries and flagging risk.

4 min read