Borrowing it
Nothing to install: this file belongs to disler/super-simple-software-factory. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/disler/super-simple-software-factory/main/.claude/skills/sssf/SKILL.mdgit clone --depth 1 https://github.com/disler/super-simple-software-factoryWrote 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/disler/super-simple-software-factory/sssf)<a href="https://agentmods.dev/skills/disler/super-simple-software-factory/sssf"><img src="https://agentmods.dev/badge/skills/disler/super-simple-software-factory/sssf/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/disler/super-simple-software-factory/sssf"><img src="https://agentmods.dev/badge/skills/disler/super-simple-software-factory/sssf.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00082 | $0.01757 |
| Opus 5 | $0.00041 | $0.00879 |
| Sonnet 5 | $0.00016 | $0.00351 |
| Haiku 4.5 | $0.00008 | $0.00176 |
Grade A, and why
sssf 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 9d 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- sssf — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Super Simple Software Factory (SSSF)
Reusable combination of agents plus code: deterministic Python ADW scripts own sequencing, retries, and acceptance; coding agents (Pi in v1) work inside bounded phases; typed JSON envelopes carry context between them; everything streams into SQLite for the polled visualizer. Agent proposes, code disposes.
Startup
Three steps. Then stop.
- Read cookbooks/sssf_overview.md — the system map.
ls adws/adw_*.pyand read each file'sPhases:docstring line.- Print the ADWs as a table — name, the chain, one line on when to reach for it — and wait for the engineer's request.
| ADW | Chain | Use when |
|---|---|---|
| adw_scout | engineer → scout | read-only recon; nothing changes |
| adw_simple_sdlc | plan → build → test → review → document, 3 commits | the work is real and its shape is not obvious |
Nothing else. No trace-db queries, no reading the config or the ADW scripts' bodies, no repo inventory, no last-runs summary, no diagnosing an old failure, no "current state" dashboard. None of it was asked for, and it is not free:
- Volunteered state is guessed state. An orchestrator that improvised a status board queried a
runstable and apayloadcolumn — neither exists (sessions,payload_json). The spec that would have said so isreferences/observability.md, one lazy read away. Probing to look prepared is how you end up confidently wrong in your first message. - It spends the context the real task needs, before you know what the task is.
- It is stale on arrival. State printed before the request describes a system that the very next run changes.
Everything else — the db schema, the roster, the handoff contract — is lazy-loaded through the routing table below, when a request actually calls for it. Reading it early defeats the mechanism.
Two exceptions, both narrow: if the engineer's first message already contains a request, skip the waiting and route it; and if the factory is plainly not installed (no adws/, no config), say that in one line instead of the table.
What ships with it
60 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.
- apps/visualizer/.oxlintrc.json 402 B
- apps/visualizer/bun.lock 29 KB
- apps/visualizer/index.html 376 B
- apps/visualizer/package.json 780 B
- apps/visualizer/public/logo.svg 316 B
- apps/visualizer/public/models/claude.png 15 KB
- apps/visualizer/public/models/gemini.png 66 KB
- apps/visualizer/public/models/kimi.png 96 KB
- apps/visualizer/public/models/openai.png 51 KB
- apps/visualizer/public/models/zai.png 11 KB
- apps/visualizer/server/db.ts 15 KB runs code
- apps/visualizer/server/index.ts 7.2 KB runs code
- apps/visualizer/shared/types.ts 9.6 KB runs code
- apps/visualizer/src/App.vue 3.1 KB
- apps/visualizer/src/components/DetailSection.vue 1.4 KB
- apps/visualizer/src/components/PhaseDetail.vue 33 KB
- apps/visualizer/src/components/PhaseDots.vue 983 B
- apps/visualizer/src/components/SessionCard.vue 12 KB
- apps/visualizer/src/components/SessionsList.vue 2.3 KB
- apps/visualizer/src/components/SessionTrace.vue 23 KB
- apps/visualizer/src/components/StatChip.vue 2.6 KB
- apps/visualizer/src/components/StatusChip.vue 1.4 KB
- apps/visualizer/src/lib/api.ts 2.8 KB runs code
- apps/visualizer/src/lib/events.ts 4.5 KB runs code
- apps/visualizer/src/lib/format.ts 2.9 KB runs code
- apps/visualizer/src/lib/highlight.ts 1.8 KB runs code
- apps/visualizer/src/lib/markdown.ts 3.5 KB runs code
- apps/visualizer/src/lib/models.ts 1020 B runs code
- apps/visualizer/src/lib/router.ts 1.1 KB runs code
- apps/visualizer/src/lib/types.ts 525 B runs code
- apps/visualizer/src/main.ts 179 B runs code
- apps/visualizer/src/style.css 3.5 KB
- apps/visualizer/tsconfig.json 782 B
- apps/visualizer/vite.config.ts 605 B runs code
- cookbooks/create_adw.md 8.7 KB
- cookbooks/create_config.md 3.2 KB
- cookbooks/how_to_prompt_for_the_eng.md 6.5 KB
- cookbooks/install.md 4.0 KB
- cookbooks/run_adw.md 7.8 KB
- cookbooks/sssf_overview.md 6.1 KB
- cookbooks/update_adw.md 6.5 KB
- cookbooks/update_config.md 5.6 KB
- cookbooks/update_modules.md 6.6 KB
- references/config.md 13 KB
- references/handoff.md 7.8 KB
- references/observability.md 11 KB
- scripts/install.py 3.7 KB runs code
- scripts/make_adw.py 4.3 KB runs code
- scripts/make_config.py 908 B runs code
- templates/adws/adw_build_review.py 3.5 KB runs code
- templates/adws/adw_build_test.py 3.6 KB runs code
- templates/adws/adw_build.py 1.7 KB runs code
- templates/adws/adw_document.py 3.7 KB runs code
- templates/adws/adw_modules/__init__.py 0 B runs code
- templates/adws/adw_modules/agent_cc.py 567 B runs code
- templates/adws/adw_modules/agent_pi.py 12 KB runs code
- templates/adws/adw_modules/agents.py 15 KB runs code
- templates/adws/adw_modules/changes.py 4.8 KB runs code
- templates/adws/adw_modules/console.py 7.2 KB runs code
- templates/adws/adw_modules/data_types.py 18 KB runs code
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.
- 9d ago First seen · 77 lines · 82 tokens per session scan A 2674bb79e9ad
sssf is a skill published in the GitHub repository disler/super-simple-software-factory (815 stars, last pushed 1mo ago), licensed MIT. It adds 82 tokens to every session and 1,757 once invoked, about $0.0004 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
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…
chronicle
Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…