retrospecting

retrospecting is a skill for Claude Code from bitwarden/ai-plugins. It costs 38 tokens per session (3,412 once invoked), scanned A, original, no licence file.

A session-analysis tool that examines Claude Code conversations, Git history, code changes, and user feedback to produce a retrospective report. A retrospective is a review of what went well, what went wrong, and what to improve.

In plain words
What is it for?
It helps teams review Claude Code work, document lessons learned, and choose improvements for future coding sessions.
Why use it?
It brings evidence from a coding session into one review, making recurring problems and useful working patterns easier to identify.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the claude-retrospective plugin — 3 skills shipped together

Good fit It helps teams review Claude Code work, document lessons learned, and choose improvements for future coding sessions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/bitwarden/ai-plugins/retrospecting
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.

Any agent
npx skills add bitwarden/ai-plugins --skill retrospecting
Clone the repo
git clone --depth 1 https://github.com/bitwarden/ai-plugins

Made for: Claude Code.

Or install claude-retrospective, the plugin that ships this one along with the rest of its 3 skills.

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 retrospecting

README.md
[![agentmods](https://agentmods.dev/badge/skills/bitwarden/ai-plugins/retrospecting/github.svg)](https://agentmods.dev/skills/bitwarden/ai-plugins/retrospecting)
Your own site
<a href="https://agentmods.dev/skills/bitwarden/ai-plugins/retrospecting"><img src="https://agentmods.dev/badge/skills/bitwarden/ai-plugins/retrospecting/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 retrospecting

Your own site · 80×15
<a href="https://agentmods.dev/skills/bitwarden/ai-plugins/retrospecting"><img src="https://agentmods.dev/badge/skills/bitwarden/ai-plugins/retrospecting.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,412 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 unknown 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 $0.00038 $0.03412
Opus 5.5 $0.00015 $0.01365
Sonnet 5.5 $0.00008 $0.00682
Haiku 4.5 $0.00004 $0.00341

Measured 1mo ago against content hash c283993da662, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

retrospecting 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 1mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/analyze-session-logs.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/claude-retrospective/skills/retrospecting/SKILL.md · 432 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

5 files 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. 1mo ago First seen · 432 lines · 38 tokens per session scan A c283993da662

Subscribe to this mod's changes

retrospecting is a skill published in the GitHub repository bitwarden/ai-plugins (158 stars, last pushed today), with no licence file. It adds 38 tokens to every session and 3,412 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-03.

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