fsl SKILL.md skillA

fsl from ymm-oss/fsl is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ymm-oss/fsl/fsl@git:20261107.deab533

Pins git:20261107.deab533 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ymm-oss/fsl
Path
skills/fsl/SKILL.md
Versions recorded
14
Latest version
git:20261107.deab533, committed Nov 7, 2026
First version recorded
Aug 9, 2026
Size
25,406 bytes
Repository stars
37
License
Apache-2.0

Shared FSL language and verifier reference for writing, checking, verifying, repairing, explaining, mutating, refining, replaying, generating scenarios/test scaffolds, and interpreting fslc JSON results. Use directly for FSL syntax, kernel specs, verifier errors, repair loops, and command usage. For role-specific authoring, prefer fsl-business for business flows, fsl-requirements for PM requirements/acceptance/NFR specs, and fsl-design for engineering design/refinement work; for choosing the…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# FSL Core — Language, Verifier, and Repair Loop

FSL is a language not present in training data. **Do not write from memory;
follow this guide.** Use the reference index below to read only the topical
material needed for the task.

**What makes FSL different — connectivity, not just per-spec checking.** Classic
formal methods describe one hard spot and verify it in isolation (the "island"
model). FSL's distinctive value is stitching business ⊒ requirements ⊒ design
together with refinement, so **cross-layer alignment (traceability) is itself
checkable** — the dominant question moves from "is this spec correct?" to "do these
layers still mean the same thing?" Verify a one-off hard spot with a single spec;
when the value is keeping the layers aligned, reach for the connected workflow
(`fslc chain`) and the `fsl-delivery` skill. The two workflows are juxtaposed below.

## Editions: FSL 4 and FSL 5

The header selects the syntax. A document whose first non-trivia line is
`fsl 5` (blank lines and `//` comments may precede it; document annotations and
the dialect keyword follow it) is FSL 5. **A headerless document is FSL 4**, as
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ymm-oss/fsl/fsl@sha256:d02c695e3eface10

The line at the top of this page pins the label git:20261107.deab533, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_rapdtj32dafe2j5e.svg)](https://markdownregistry.com/a/art_rapdtj32dafe2j5e)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 14 versions of this file, between Aug 9, 2026 and Nov 7, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261107.deab533 latest2026-11-07 deab533 25,406 BA view · diff
git:20261026.5a085932026-10-26 5a08593 22,876 BA view · diff
git:20261019.9dc515e2026-10-19 9dc515e 21,887 BA view · diff
git:20261017.bf06ebf2026-10-17 bf06ebf 21,917 BA view · diff
git:20261017.c62f0132026-10-17 c62f013 21,767 BA view · diff
git:20261015.67464a12026-10-15 67464a1 21,741 BA view · diff
git:20261001.bd4cc942026-10-01 bd4cc94 21,345 BA view · diff
git:20260929.d8a8acc2026-09-29 d8a8acc 21,256 BA view · diff
git:20260924.22b80712026-09-24 22b8071 21,221 BA view · diff
git:20260915.d7893bb2026-09-15 d7893bb 21,199 BA view · diff
git:20260911.246f0982026-09-11 246f098 20,952 BA view · diff
git:20260907.dbbf6882026-09-07 dbbf688 19,736 BA view · diff
git:20260828.927728f2026-08-28 927728f 19,466 BA view · diff
git:20260809.60705fd2026-08-09 60705fd 54,948 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (25406 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

ymm-oss/fsl · 37 stars · license Apache-2.0 · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rapdtj32dafe2j5e
GET https://markdownregistry.com/api/v1/resolve?ref=ymm-oss/fsl/fsl
GET https://markdownregistry.com/api/v1/blob/d02c695e3eface10635d4983694946ba81f6753920a5cfee3e3ef0e600fd9e74

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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git:20260802.de79983 · audit A · 37 stars
focused-change SKILL.md skill
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task-start SKILL.md skill
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add-language-feature SKILL.md skill
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checkpoint SKILL.md skill
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new-spec SKILL.md skill
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pr-review SKILL.md skill
ymm-oss/fsl · .claude/skills/pr-review/SKILL.md · Independently review a pull request that resolves an issue. Reconstructs the issue contract from repository evidence…
git:20260929.d8a8acc · audit A · 37 stars
release SKILL.md skill
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task-start SKILL.md skill
ymm-oss/fsl · .claude/skills/task-start/SKILL.md · Create or refresh the worktree-local active task packet before substantial FSL repository work. Reconciles the…
git:20260802.de79983 · audit A · 37 stars
AGENTS.md AGENTS.md file
ymm-oss/fsl · AGENTS.md
git:20260929.d8a8acc · audit A · 37 stars
CLAUDE.md CLAUDE.md file
ymm-oss/fsl · CLAUDE.md
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fsl-business SKILL.md skill
ymm-oss/fsl · skills/fsl-business/SKILL.md · Write and verify FSL business-layer specs and governance catalogs for consultants, business owners, and PMs explicitly…
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Every file in ymm-oss/fsl

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