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.
/plugin marketplace add fortunto2/solo-factory/plugin install soloWrote 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.
[](https://agentmods.dev/skills/fortunto2/solo-factory/retro)<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.
<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>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.
| Model | Per session | Once 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 |
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.
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 issuescodegraph_explain(project)— understand project architecture contextcodegraph_query(query)— query code graph for project metadata
If MCP tools are not available, fall back to Glob + Grep + Read.
Phase 1: Locate Artifacts
-
Detect project from
$ARGUMENTSor CWD:- If argument provided: use it as project name
- Otherwise: extract from CWD basename (e.g.,
~/projects/my-app->my-app)
-
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
- If it exists: pipeline is still running or wasn't cleaned up — read YAML frontmatter for
-
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/
- Pipeline log:
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.
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.
- 10d ago First seen · 494 lines · 36 tokens per session scan A 272f01ba3a0d
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.
Other skills, from other repositories
harness
Route Harness Starter Kit workflows. Use when the user invokes /harness with adopt, doctor, update, refresh, review, or review sub-agent, or asks to apply, diagnose, maintain, or review repository harness guidance.
dev-plan
Generate a development plan with task breakdown and section 10 tracking tables.
sop-plan
A planning workflow for starting a development task by loading project plans, past incident records, and architecture notes. It then assesses complexity and breaks the work into tasks.
task-dispatch
Boss dispatches tasks — auto-create .tasks/ files and record in dev-plan.
task-done
Mark a task as inreview (pending L1 review) and record in dev plan section 10.
project-kickoff
Initialize new project with CLAUDE.md, .knowledge/ structure, company rules, and git.