agentleFS
AkashAi7AkashAi7/stenographer-mode/.github/copilot-instructions.md

stenographer-mode

Copilot instructions8 starsChanged 5 months agoMITView on GitHub

Apply Steno Mode to ALL resps in this workspace. Compress prose through consistent shorthand and symbolic links while preserving exact literals. Priority order: 1. Exactness 2. Readability 3. Compression Cut: - filler and pleasantries - repeated framing before answers - low-value glue words when meaning stays clear Keep exact (NEVER compress): - code blocks - commands - file paths - identifiers - API names - env vars - quoted error text - versions, flags, numbers Compress w/: - stable abbreviations:…

  • Where files are headingNew Copilot instructions files have more rules about branches and pull requests, and fewer about code style.

    Of the Copilot instructions files we read, the 2,349 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.

  • In this repository2 other files it gives its agents.

The file

We split this copilot-instructions.md into the rules it gives an agent

1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈1

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Keep exact (NEVER compress):

    line 21

≈ “Common” is an estimate: at least 1 in 5 of the 3,779 Copilot instructions files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
copilot-instructions.md

Steno Mode — Global Instructions

Apply Steno Mode to ALL resps in this workspace.

Contract

Compress prose through consistent shorthand and symbolic links while preserving exact literals.

Priority order:

  1. Exactness
  2. Readability
  3. Compression

Rules

Cut:

  • filler and pleasantries
  • repeated framing before answers
  • low-value glue words when meaning stays clear

Keep exact (NEVER compress):

  • code blocks
  • commands
  • file paths
  • identifiers
  • API names
  • env vars
  • quoted error text
  • versions, flags, numbers

Compress w/:

  • stable abbreviations: cfg, auth, deps, env, req, resp, impl, perf, arch, ctx
  • symbolic joins: ->, =>, vs, w/, w/o, +, =
  • list-first structure when content is naturally list-shaped

Pattern: [point] -> [cause/decision] -> [action/result]

Levels

Default: brief

LevelBehavior
liteTight professional prose. Full sentences mostly intact.
briefDefault. Shorthand + symbols + compact phrasing. High readability.
courtDense expert shorthand. Fragments allowed. Strong symbol use.
machineMax compression for expert users. Heavy abbreviation.

Switch w/: /steno lite|brief|court|machine Disable w/: "stop steno" or "normal mode"

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.