spec-from-stream

A workflow that turns an informal, stream-of-consciousness product or system idea into structured documents, including business, software, and non-functional requirements.

In plain words
What is it for?
Use it to create BRD, SRS, and NFR documents from an idea, or decompose the result into a Zettelkasten-style Obsidian knowledge base.
Why use it?
It helps organize incomplete thoughts into specifications that describe what to build and qualities such as security or reliability. It can also break documents into linked Obsidian notes for a personal knowledge base.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/bug-ops/claude-plugins/spec-from-stream
Any agent
npx skills add bug-ops/claude-plugins --skill spec-from-stream
Clone the repo
git clone --depth 1 https://github.com/bug-ops/claude-plugins

Made for: Claude Code, Codex.

Per session 202 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,472 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
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 $0.00202 $0.02472
Opus 5 $0.00101 $0.01236
Sonnet 5 $0.00040 $0.00494
Haiku 4.5 $0.00020 $0.00247

Measured 2d ago against content hash a614adf681b6, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade B, and why

spec-from-stream scanned grade B with 1 finding 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 2d 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.

Strips warnings and disclaimersmediumAnti-refusal

Omitting safety caveats hides risk from the user and is a common jailbreak preamble.

- Don't lecture about "best practices" — just produce good documents
rust-code/skills/spec-from-stream/SKILL.md · 249 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

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. 2d ago First seen · 249 lines · 202 tokens per session scan B a614adf681b6

Subscribe to this mod's changes

spec-from-stream is a skill published in the GitHub repository bug-ops/claude-plugins (11 stars, last pushed 8d ago), with no licence file. It adds 202 tokens to every session and 2,472 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it B with 1 finding (strips warnings and disclaimers). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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