Individual skill

Fabric

Our ideal-state ports of the most-used Fabric patterns, each an intent with its own Assay suite and code checker that beat the upstream prompt head to head (security, reasoning, reading, engineering, writing), plus every other Fabric pattern run natively from Patterns/. USE WHEN word summary, ws, N levels, fabric, fabric pattern, run fabric, update patterns, any Fabric pattern name, threat report, threat scenarios, security finding, analyze logs, malware, incident, semgrep rule, sigma rules, nuclei template, email headers, terraform plan, analyze claims, logical fallacies, falsifiable, compare and contrast, analyze paper, summarize, meeting summary, extract insights, extract ideas, extract references, design document, explain code, review design, pull request description, commit message, code rules, analyze prose, threat model, mermaid, STRIDE. NOT FOR multi-agent investigation (Research) or content-adaptive extraction (ExtractWisdom).

LifeOS/install/skills/Fabric/SKILL.md

Read pinned source

Source commit b7efec97d8c3885feee285bee468c35602fb0606

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Network or broad shell
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

Standard SKILL.md format has not been attested at this commit. No installation command is available; inspect the source.

Repository context

Repository stars (not skill ratings)
19,772
Repository last updated
Nov 5, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Fabric

**Contents:** Ideal State · Intent Routing · Data & Config · Gotchas · Examples

Runs any of 240+ specialized prompt patterns across extraction, summarization, analysis, creation, improvement, security, and rating. Common ones: extract_wisdom, create_threat_model, analyze_claims, improve_writing, review_code, mermaid, youtube_summary. Patterns run natively: the model reads the pattern's system.md and applies it directly, with no CLI round-trip. The fabric CLI is used only for YouTube transcripts (-y) and URL fallback (-u). A summarize-family run on a URL or on text of 200 characters or more also fires the installed harvest skill on the same input, which writes a KNOWLEDGE note (`Intents/ExecutePattern.md` § Tool contract).

The skill also holds our own modernized versions of the patterns that rank highest on value, public use and our own use (`References/PortRanking.tsv`), written as ideal-state intents with their own Assay suite and code checker. A port routes only after it beats its upstream prompt head to head on held-out inputs (`Tools/PortDuel.ts`): 51 intents covering 57 patterns, WordSummary included, run instead of the upstream prompt. Seven more are still behind upstream and listed separately; their patterns run upstream until a revision wins.

## Ideal State

- The pattern that runs is the one the request named, or the one its wording maps to, and its output keeps the format the pattern's OUTPUT INSTRUCTIONS define.
- A request for a pattern we have ported runs its intent, never the upstream prompt: `create_5_sentence_summary` and `ws` run WordSummary, and every pattern in `Intents/ExecutePattern.md` § Ported patterns runs the intent it names.
- Patterns run natively from `Patterns/`; the fabric CLI is touched only for YouTube transcripts and blocked URLs.
- The local `Patterns/` library carries every pattern in upstream fabric's `data/patterns/`, takes nothing from the local fabric config, keeps the release scrub, and every update reports its before and after counts.