retrospect-external-babysitter-run

retrospect-external-babysitter-run is a skill for Claude Code from a5c-ai/babysitter. It costs 120 tokens per session (2,134 once invoked), scanned A, original, MIT.

A guide for analysing a completed Babysitter process run stored in another public repository. A process run is the recorded sequence of steps and outcomes from an automated workflow.

In plain words
What is it for?
It is for selecting an external repository and producing a written retrospective with concrete suggestions, using the repository’s documented Babysitter runs.
Why use it?
It helps identify what worked, what failed, weak process design, and recurring breakpoint patterns so the process author can improve future runs.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: names the AskUserQuestion tool.

Good fit It is for selecting an external repository and producing a written retrospective with concrete suggestions, using the repository’s documented Babysitter runs.

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Install with agentmods
npx agentmods add skills/a5c-ai/babysitter/retrospect-external-babysitter-run
About the project

Babysitter is a workflow engine for AI coding agents that enforces predefined steps, quality checks, human approvals, and decision records. It is used to coordinate complex, repeatable agent workflows across supported coding tools. The catalogue contains skills, agents, instructions, settings, a plugin, and an MCP integration for its workflow.

a5c-ai/babysitter · 1,788 stars · on GitHub · a5c.ai

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 a5c-ai/babysitter --skill retrospect-external-babysitter-run
Clone the repo
git clone --depth 1 https://github.com/a5c-ai/babysitter

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 retrospect-external-babysitter-run

README.md
[![agentmods](https://agentmods.dev/badge/skills/a5c-ai/babysitter/retrospect-external-babysitter-run/github.svg)](https://agentmods.dev/skills/a5c-ai/babysitter/retrospect-external-babysitter-run)
Your own site
<a href="https://agentmods.dev/skills/a5c-ai/babysitter/retrospect-external-babysitter-run"><img src="https://agentmods.dev/badge/skills/a5c-ai/babysitter/retrospect-external-babysitter-run/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 retrospect-external-babysitter-run

Your own site · 80×15
<a href="https://agentmods.dev/skills/a5c-ai/babysitter/retrospect-external-babysitter-run"><img src="https://agentmods.dev/badge/skills/a5c-ai/babysitter/retrospect-external-babysitter-run.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 120 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,134 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00120 $0.02134
Opus 5 $0.00060 $0.01067
Sonnet 5 $0.00024 $0.00427
Haiku 4.5 $0.00012 $0.00213

Measured 11d ago against content hash 2fbc8873f476, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

retrospect-external-babysitter-run 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 11d 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.

.claude/skills/retrospect-external-babysitter-run/SKILL.md · 173 lines

How it starts

The opening of the file, as written. The whole thing — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Retrospect External Babysitter Run

Analyse a babysitter run that lives in an external public repository, using the same lens as the in-repo /babysitter:retrospect command. Produce a written retrospective with concrete suggestions for the process author (or, if the insight generalizes, for the babysitter project itself).

When to use

  • User names an external repo and asks for a retrospective.
  • User asks "find a babysitter run to retrospect on" (combine with the catalog-babysitter-users skill to pick one).
  • User asks "how are other people using babysitter processes? What do they get wrong?".

Prerequisites

  • gh CLI authenticated.
  • docs/repo-with-babysitter-processes.md exists (if not, run the catalog-babysitter-users skill first).
  • A workspace directory where external repos can be shallow-cloned (default: /tmp/babysitter-retrospect/ or .a5c/tmp/external-runs/).

Phase 1 -- Target selection

  1. Read docs/repo-with-babysitter-processes.md and list Active repos with stars + description. If the user already named a repo, skip to step 3.
  2. Ask the user which repo to retrospect on (use AskUserQuestion in interactive mode; if non-interactive, pick the highest-starred Active repo that wasn't retrospected in the last 30 days -- track via docs/retrospectives/<owner>-<name>/log.md).
  3. Confirm the target with the user before cloning.

Phase 2 -- Discover processes and runs

Shallow clone the target:

mkdir -p .a5c/tmp/external-runs
cd .a5c/tmp/external-runs
gh repo clone <owner>/<name> -- --depth 50 --single-branch
cd <name>

Locate:

  • Process files: files importing defineTask from @a5c-ai/babysitter-sdk. Use Grep: grep -rl "from '@a5c-ai/babysitter-sdk'" -- . --include='*.js' --include='*.ts'.
  • Committed runs: .a5c/runs/<runId>/ directories. Many repos gitignore .a5c/runs/ entirely -- that's fine; note it and proceed with process-only retrospective. When runs ARE committed, look for run.json, journal/, tasks/, state/output.json.
  • Historical runs via git log: git log --all --diff-filter=A --name-only -- '.a5c/runs/' surfaces runs that existed at some commit even if later cleaned up. Check out the commit that introduced the run if you want the journal content.

Read the full file on GitHub · 173 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. 11d ago First seen · 173 lines · 120 tokens per session scan A 2fbc8873f476

Subscribe to this mod's changes

retrospect-external-babysitter-run is a skill published in the GitHub repository a5c-ai/babysitter (1,788 stars, last pushed 6d ago), licensed MIT. It adds 120 tokens to every session and 2,134 once invoked, about $0.0006 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 2026-08-30.