solo-retro

solo-retro is a skill for Claude Code from fortunto2/solo-factory. It costs 36 tokens per session (5,028 once invoked), scanned A, original, MIT.

A retrospective workflow for reviewing a completed pipeline, meaning a sequence of automated or manual project steps.

In plain words
What is it for?
Use it to inspect pipeline logs, run a retrospective, or evaluate a completed pipeline.
Why use it?
It helps identify what went wrong and assess the quality of the overall process after it finishes.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions CLAUDE.md; mentions subagents; names the AskUserQuestion tool.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the solo plugin — 45 skills, 2 commands, 3 agents, 3 hooks shipped together

Good fit Use it to inspect pipeline logs, run a retrospective, or evaluate a completed pipeline.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add fortunto2/solo-factory
Claude Code
/plugin install solo

Made for: Claude Code.

Or install solo, the plugin that ships this one along with the rest of its 45 skills, 2 commands, 3 agents, 3 hooks.

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 solo-retro

README.md
[![agentmods](https://agentmods.dev/badge/skills/fortunto2/solo-factory/retro/github.svg)](https://agentmods.dev/skills/fortunto2/solo-factory/retro)
Your own site
<a href="https://agentmods.dev/skills/fortunto2/solo-factory/retro"><img src="https://agentmods.dev/badge/skills/fortunto2/solo-factory/retro/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 solo-retro

Your own site · 80×15
<a href="https://agentmods.dev/skills/fortunto2/solo-factory/retro"><img src="https://agentmods.dev/badge/skills/fortunto2/solo-factory/retro.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,028 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 $0.00036 $0.05028
Opus 5 $0.00018 $0.02514
Sonnet 5 $0.00007 $0.01006
Haiku 4.5 $0.00004 $0.00503

Measured 10d ago against content hash 272f01ba3a0d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

solo-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 10d 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 · 494 lines

How it starts

The opening of the file, as written. The whole thing — 494 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/retro

This skill is self-contained — follow the phases below instead of delegating to other skills (/review, /audit, /build) or spawning Task subagents. Run all analysis directly.

Post-pipeline retrospective. Parses pipeline logs, counts productive vs wasted iterations, identifies recurring failure patterns, scores the pipeline run, and suggests concrete patches to skills/scripts to prevent the same failures next time.

Live Context

  • Branch: !git branch --show-current 2>/dev/null
  • Recent commits: !git log --oneline -10 2>/dev/null
  • Modified files: !git diff --name-only HEAD~5..HEAD 2>/dev/null | head -20

When to use

After a pipeline completes (or gets cancelled). This is the process quality check — /review checks code quality, /retro checks pipeline process quality.

Can also be used standalone on any project — with or without pipeline logs.

MCP Tools (use if available)

  • session_search(query) — find past pipeline runs and known issues
  • codegraph_explain(project) — understand project architecture context
  • codegraph_query(query) — query code graph for project metadata

If MCP tools are not available, fall back to Glob + Grep + Read.

Phase 1: Locate Artifacts

  1. Detect project from $ARGUMENTS or CWD:

    • If argument provided: use it as project name
    • Otherwise: extract from CWD basename (e.g., ~/projects/my-app -> my-app)
  2. Find pipeline state file: .solo/pipelines/solo-pipeline-{project}.local.md (project-local) or ~/.solo/pipelines/solo-pipeline-{project}.local.md (global fallback)

    • If it exists: pipeline is still running or wasn't cleaned up — read YAML frontmatter for project_root:
    • If not: pipeline completed — use CWD as project root
  3. Verify artifacts exist (parallel reads):

    • Pipeline log: {project_root}/.solo/pipelines/pipeline.log
    • Iter logs: {project_root}/.solo/pipelines/iter-*.log
    • Progress file: {project_root}/.solo/pipelines/progress.md
    • Plan-done directory: {project_root}/docs/plan-done/
    • Active plan: {project_root}/docs/plan/

Read the full file on GitHub · 494 lines

Files

What ships with it

2 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. 10d ago First seen · 494 lines · 36 tokens per session scan A 272f01ba3a0d

Subscribe to this mod's changes

solo-retro is a skill published in the GitHub repository fortunto2/solo-factory (18 stars, last pushed today), licensed MIT. It adds 36 tokens to every session and 5,028 once invoked, about $0.0002 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.