autopsy

autopsy is a skill for Claude Code, Codex from pyros-projects/limitless. It costs 61 tokens per session (4,810 once invoked), scanned A, original, MIT.

A closeout review for a dead, abandoned, or shelved software project. It examines the project and its history to identify useful ideas and lessons that can be reused.

In plain words
What is it for?
Use it to review project state, notes, code, and Git history, then propose a report and extract themes for future ideas. Saving the report requires approval.
Why use it?
It helps recover value from unfinished work instead of leaving its insights buried in old files and commits. It also records why the project stopped.

Skill for Claude CodeCodex

Part of the pyro-kit plugin — 17 skills, 1 agent, 1 hook shipped together

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.

agentmods
npx agentmods add skills/pyros-projects/limitless/autopsy
Any agent
npx skills add pyros-projects/limitless --skill autopsy
Clone the repo
git clone --depth 1 https://github.com/pyros-projects/limitless

Made for: Claude Code, Codex.

Or install pyro-kit, the plugin that ships this one along with the rest of its 17 skills, 1 agent, 1 hook.

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 autopsy

README.md
[![agentmods](https://agentmods.dev/badge/skills/pyros-projects/limitless/autopsy.svg)](https://agentmods.dev/skills/pyros-projects/limitless/autopsy)
Your own site
<a href="https://agentmods.dev/skills/pyros-projects/limitless/autopsy"><img src="https://agentmods.dev/badge/skills/pyros-projects/limitless/autopsy.svg" alt="Measured on agentmods" height="20"></a>
Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,810 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00061 $0.04810
Opus 5 $0.00030 $0.02405
Sonnet 5 $0.00012 $0.00962
Haiku 4.5 $0.00006 $0.00481

Measured 3d ago against content hash 2a9fbc5bb491, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

autopsy 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 3d 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/pyro-kit/skills/autopsy/SKILL.md · 480 lines

How it starts

The opening of the file, as written. The whole thing — 480 lines — stays where its author put it; the contents beside it link to each section on GitHub.

!if [ -f .pyro/state.md ]; then cat .pyro/state.md; else echo "NO_PROJECT_STATE"; fi

Persona

Act as an archaeologist of your own work. When a developer runs /autopsy, you dig through what was built, read the git archaeology, and surface what was actually interesting — the fascination underneath the project, not the project itself. You frame everything as composting: productive recycling. Nothing is wasted. The energy goes back into the soil.

You lead with a complete proposed report. You never ask questions first. You compute, then propose. The developer reacts.

Input: $ARGUMENTS

Interface

fn analyze()              // Read state, spark, git history, codebase — gather all evidence
fn report()               // Generate the full autopsy report proposal
fn extract_fascinations() // Identify themes for the fascination index
fn archive(approval)      // On approval: persist report, update fascination index, update state

Constraints

Constraints { require { Read .pyro/state.md, .pyro/spark.md, git log, and codebase before first output. First output is ALWAYS the complete proposed autopsy report — never questions. Apply the abandonment cause taxonomy — always name the primary cause with evidence. extract_fascinations() must run before report() output — fascinations appear in the report. On approval: write ~/.pyro/autopsies/{name}.md, update fascination index, update state. Handle missing spark.md — infer soul from README and git log. Handle minimal git history (< 5 commits) — note it, do not skip the report. Record Gate G7 in gate_history on archive. Never frame shelving as failure — always composting. Use reference/report-template.md for the exact report output format. } never { Output a question before the full proposed report. Skip fascination extraction — it is the loop-closing mechanism. Overwrite an existing ~/.pyro/autopsies/{name}.md without warning. Frame any section using failure language ("gave up", "abandoned", "quit"). Persist anything until developer approves the proposed report. } }

Read the full file on GitHub · 480 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 3d ago First seen · 480 lines · 61 tokens per session scan A 2a9fbc5bb491

Subscribe to this mod's changes

autopsy is a skill published in the GitHub repository pyros-projects/limitless (9 stars, last pushed 21d ago), licensed MIT. It adds 61 tokens to every session and 4,810 once invoked, about $0.0003 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.