retro

retro is a skill for Claude Code, Codex from Jakeintech/waybill. It costs 174 tokens per session (1,105 once invoked), scanned A, original, MIT.

A retrospective skill for reviewing a completed sprint or work period using recorded activity and cost data. A sprint is a planned period of work, and a retrospective is a review of what happened during it.

In plain words
What is it for?
Use it to review a sprint, compare estimates with actual results, measure work and model costs, and prepare a concise pack for a team retrospective.
Why use it?
It replaces memory-based opinions with evidence about shipped work, estimates, time, tokens, and cost. It also includes problems and missed estimates without assigning blame.

Skill for Claude CodeCodex

Installs and runs on its own, but its text points at files inside its plugin — anything it tells you to read at a ${CLAUDE_PLUGIN_ROOT} path is only there once the plugin is installed. Installing the plugin gets both.

Part of the waybill plugin — 12 skills, 2 hooks, 2 MCP servers 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/jakeintech/waybill/retro
Any agent
npx skills add Jakeintech/waybill --skill retro
Clone the repo
git clone --depth 1 https://github.com/Jakeintech/waybill

Made for: Claude Code, Codex.

Or install waybill, the plugin that ships this one along with the rest of its 12 skills, 2 hooks, 2 MCP servers.

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 retro

README.md
[![agentmods](https://agentmods.dev/badge/skills/jakeintech/waybill/retro.svg)](https://agentmods.dev/skills/jakeintech/waybill/retro)
Your own site
<a href="https://agentmods.dev/skills/jakeintech/waybill/retro"><img src="https://agentmods.dev/badge/skills/jakeintech/waybill/retro.svg" alt="Measured on agentmods" height="20"></a>
Per session 174 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,105 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 $0.00174 $0.01105
Opus 5 $0.00087 $0.00553
Sonnet 5 $0.00035 $0.00221
Haiku 4.5 $0.00017 $0.00111

Measured 4d ago against content hash 0dac8ec430de, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

retro 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 4d 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.

skills/retro/SKILL.md · 83 lines

How it starts

The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Retro

A retro that runs on memory rehashes opinions; one that runs on the ledger starts from what actually happened. The engine returns the facts for the window; render them as a short pack the user can bring to their own retro — including the numbers that didn't go well. No blame, no peers, no spin.

"${CLAUDE_PLUGIN_ROOT}/bin/waybill" mine --all      # catch-up metering first, always
"${CLAUDE_PLUGIN_ROOT}/bin/waybill" query report --from <iso> --to <iso>
"${CLAUDE_PLUGIN_ROOT}/bin/waybill" query manifest
"${CLAUDE_PLUGIN_ROOT}/bin/waybill" query untracked --from <iso> --to <iso>

Window: the sprint the user names; "last sprint" from config.baseline.window sprint length if known, else the last 14 days — state the window in the header either way.

Render (short sections, in this order)

Work from query report's .data:

  1. Shipped — one line per item from .data.shipped (key, title, points, PR); then the totals line: points, PRs, tokens, cost if priced.
  2. Estimates vs. reality — from .data.calibration: coverage first ("4 of 5 shipped items pre-registered — 80%"), then the positions: below = the work came in under the no-Claude range (the claimed saving held in full), within = partial, above = the item took longer than the no-Claude estimate — name those items and say it plainly; a retro that hides the above-range items is theater. If with_actuals lags pre_registered, one line: recording actual_hours at ship time is what makes next sprint's claims checkable.
  3. Model mix — from .data.model_mix: tokens-per-point by dominant model ("opus-carried stories: 0.9M/pt over 4 stories; sonnet-carried: 0.4M/pt over 2"). Note mixed stories separately. Own history only; two rows with one story each is an anecdote, not a comparison — say so.
  4. Waste & rework.data.costs.waste (retried commands, repeated reads) and .data.costs.reopened_count, each with one factual line. Zero is worth stating ("nothing reopened").
  5. Cache economics — from .data.spend_ledger.cache_savings: one line ("cache reads were 61% of volume and saved ~$118 vs. uncached list rates — derived at today's rates, covering 94% of cache volume"). Always label it derived; skip the dollars when saved_usd is null.
  6. Still on the truck — from query manifest: open items with spend, flagging sitting rows ("PLAT-510: 1.2M tokens, idle 16 days"). From query untracked: the untracked share, with a one-line handoff to the salvage skill when it is notable.
  7. Close — at most three factual process observations drawn ONLY from the numbers above (e.g. "estimates covered 80% of shipped work, up from nothing", "two items sat idle past the demurrage line"). No advice the numbers don't support; the user draws the conclusions — it's their retro.

Read the full file on GitHub · 83 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. 4d ago First seen · 83 lines · 174 tokens per session scan A 0dac8ec430de

Subscribe to this mod's changes

retro is a skill published in the GitHub repository Jakeintech/waybill (1 stars, last pushed 11d ago), licensed MIT. It adds 174 tokens to every session and 1,105 once invoked, about $0.0009 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.

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