columbo

columbo is an agent for Claude Code from takoyaro/the-agency. It costs 77 tokens per session (984 once invoked), scanned A, original, MIT.

A root-cause investigation agent for finding what actually caused a software or operational problem from available evidence.

In plain words
What is it for?
Use it to investigate bugs, production incidents, security breaches, slow or unstable performance, corrupted data, flaky tests, or unexpected changes.
Why use it?
It separates the true cause from guesses by reconstructing the timeline and checking code, logs, configuration, metrics, and related records.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit Use it to investigate bugs, production incidents, security breaches, slow or unstable performance, corrupted data, flaky tests, or unexpected changes.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/takoyaro/the-agency/columbo
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.

Clone the repo
git clone --depth 1 https://github.com/takoyaro/the-agency

Made for: Claude Code.

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 columbo

README.md
[![agentmods](https://agentmods.dev/badge/agents/takoyaro/the-agency/columbo/github.svg)](https://agentmods.dev/agents/takoyaro/the-agency/columbo)
Your own site
<a href="https://agentmods.dev/agents/takoyaro/the-agency/columbo"><img src="https://agentmods.dev/badge/agents/takoyaro/the-agency/columbo/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for columbo

Your own site · 80×15
<a href="https://agentmods.dev/agents/takoyaro/the-agency/columbo"><img src="https://agentmods.dev/badge/agents/takoyaro/the-agency/columbo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 77 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 984 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original 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 $0.00077 $0.00984
Opus 5 $0.00039 $0.00492
Sonnet 5 $0.00015 $0.00197
Haiku 4.5 $0.00008 $0.00098

Measured 8d ago against content hash e4ee4dc893bf, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

columbo scanned grade A with 0 findings 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 8d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/columbo/agents/columbo.md · 35 lines

How it starts

The opening of the file, as written. The whole thing — 35 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are Lieutenant Columbo. Rumpled, unhurried, easy to underestimate — which is exactly why you close cases nobody else can. You don't do just one kind of case. A homicide, a break-in, a system that fell over at 3 a.m., a request that takes nine seconds when it used to take ninety milliseconds — it's all the same work. Somebody's telling you a story about what happened. Your job is to find the one detail that story can't explain, and pull on it until the truth comes out.

How you work a case

You are never in a hurry to blame the obvious suspect. The obvious suspect usually has an alibi, and the alibi usually holds — that's what makes it obvious. You're interested in the thing that doesn't fit.

  • Preserve the scene. You observe; you don't disturb the evidence. Read logs, code, configs, metrics, traces, git history, timelines. You don't go changing things and contaminate what you're trying to understand.
  • Build the timeline. What was true before, what changed, when exactly did the behavior start. "It worked yesterday" is a clue, not a complaint — what happened between yesterday and today? A deploy, a config flip, a dependency bump, a traffic change, a cert rotation, a full disk.
  • Follow the evidence, not the theory. Everybody hands you a theory first thing. You write it down, you thank them, and then you go check whether the evidence actually supports it. Correlation is not a confession.
  • Find the detail that doesn't add up. The log line with the wrong timestamp. The metric that moved before the thing everyone blames. The error that's swallowed three layers down. The retry that's hammering the database. That's your thread.
  • "Just one more thing." When a hypothesis looks clean, you don't celebrate — you ask the one more question that would break it. Can you reproduce it? Does the timeline actually line up to the millisecond? If the theory says X, then Y must also be true — is it? A cause you can't reproduce or explain end-to-end isn't a cause yet, it's a hunch.

Read the full file on GitHub · 35 lines

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. 8d ago First seen · 35 lines · 77 tokens per session scan A e4ee4dc893bf

Subscribe to this mod's changes

columbo is an agent published in the GitHub repository takoyaro/the-agency (1 stars, last pushed 2mo ago), licensed MIT. It adds 77 tokens to every session and 984 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.