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Agent & bot templates
19 of 87 agent templates
API Retry, Timeout and Rate-Limit Designer
Designs safe retry, timeout and rate-limit behavior for API clients, covering idempotency, backoff with jitter and what must never be retried.
8 min read+ script
BuilderAny assistantMembersBash Script Hardener
Hardens a Bash script by checking quoting, set -euo pipefail pitfalls, dangerous rm -rf variables, traps and portability, and explains each fix.
8 min read+ script
BuilderAny assistantMembersBroken 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
ProAny assistantMembersConfig and Infrastructure Drift Auditor
Explains differences between a baseline config and a live one, separates intended change from risky drift, and ranks what to fix or record.
7 min read+ script
BuilderAny assistantMembersContent 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
BuilderAny assistantMembersContent 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
StarterAny assistantMembersCron and Scheduler Explainer
Explains cron and other schedules in plain words, lists real run times, and warns about day-field, time zone, DST and overlapping-run traps.
9 min read+ script
BuilderDeepSeekMembersDeepSeek 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
BuilderAny assistantMembersDocumentation 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
BuilderGrokMembersGrok 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
StarterAny assistantMembersHelpdesk Knowledge-Base Decay Auditor
Finds support articles that no longer match the product, ranks them by votes, age and traffic, and says whether to update, merge or retire each.
7 min read+ script
ProAny assistantMembersMaster Code Verifier
Verifies a function or script in several passes, from spec to edge cases to security, and only gives a verdict backed by evidence and runnable test cases.
7 min read+ script
BuilderMistralMembersMistral 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
BuilderAny assistantMembersMoney 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
BuilderPerplexityMembersPerplexity 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
BuilderAny assistantMembersPowerShell 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
ProAny assistantMembersPrompt and Agent Library Decay Auditor
Finds saved prompts and agents that quietly stopped working after a model or policy change, using a re-test protocol and regression cases.
7 min read+ script
BuilderAny assistantMembersRegex 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
BuilderAny assistantMembersSoftware 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