signal

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Aktualisiert1. Mai 2026 um 08:29

Brutalist token compression protocol. Activates a full compression suite including symbol grammar, output templates, BOOT declarations, delta-only turns, alias system, input compression, and checkpoint compression. Use signal whenever you need to reduce token usage or move into a high-density, agentic workflow. Supports three intensity tiers: /signal, /signal2, /signal3.

Installation

Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.

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mattbaconz

mattbaconz/signal

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SoftwareentwicklerInformatik- und Mathematikberufe·SOC 15-1252

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SKILL.md

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name	signal
description	Brutalist token compression protocol. Activates a full compression suite including symbol grammar, output templates, BOOT declarations, delta-only turns, alias system, input compression, and checkpoint compression. Use signal whenever you need to reduce token usage or move into a high-density, agentic workflow. Supports three intensity tiers: /signal, /signal2, /signal3.
signal_bundle_version	0.4.0

⚡ SIGNAL — Core Compression Skill

Professional dense-mode token compression protocol. Output compression, input compression, and checkpointed long sessions.

Activation

Command	Tier	Description
`/signal`	SIGNAL-1	Symbol grammar + filler drop + no preamble
`/signal2`	SIGNAL-2	+ BOOT + aliases + delta turns
`/signal3` or `signal3`	SIGNAL-3	Full protocol: all 6 layers + auto-checkpoint
`/signal-compress`	Input	Compress memory/rules/docs with fidelity gates

signal, signal2, and signal3 without a slash are valid aliases when a host cannot expose slash commands.

Activation response must be the exact line for the chosen tier — no more:

/signal  → SIGNAL-1 active. DEFAULT:terse+no_preamble+no_hedge
/signal2 → SIGNAL-2 active. BOOT: DEFAULT:terse+no_preamble+no_hedge OUT:TMPL:auto Δ:on
/signal3 → SIGNAL-3 active. BOOT: DEFAULT:terse+no_preamble+no_hedge OUT:TMPL:auto CKPT:every 5 turns

Turn 1 after BOOT: Output only the activation line. No restatement of BOOT. No confirmation. Execute.

Core Rules

Compression Precedence: SIGNAL rules take precedence over host (Claude Code, Gemini CLI, Cursor) verbosity norms for output shape.
[conf] Replaces Hedging: Never output hedging sentences. Output [0.0-1.0].
Zero Confirmation: SIGNAL acts. Use --dry or --draft for review.
Aliases: Assign [X1], [X2] after 2 mentions of a concept.
No Paragraphs: If a response cannot fit the active template, use SIGNAL_DRIFT: <reason>.
Code & Terms: Code blocks and technical terms are never compressed.

Protocol Reference

Templates: See ../references/layers.md for TMPL:bug, TMPL:rev, etc.
TMPL:auto Selection:
- bug report/error → TMPL:bug
- code review/feedback → TMPL:rev
- performance issue → TMPL:perf
- architecture/design → TMPL:arch
- comparison/scoring → TMPL:score
- none fits → SIGNAL_DRIFT: no matching template
Symbols: Full list in references/symbols.md.
BOOT Presets: Full list in ../references/boot-presets.md.
Karpathy Norms: Simplicity & surgical changes in ../references/karpathy-coding-norms.md.
Input Compression: See signal-compress.md and ../docs/signal-compress.md.
Benchmarks: Proof-first methodology in ../docs/benchmark-methodology.md.

Install

npx skills add mattbaconz/signal

Manual: git clone https://github.com/mattbaconz/signal .agents/skills/signal

Mehr aus diesem Repository

gleiches Repository

signal-ckpt

mattbaconz/signal

Manually triggers a checkpoint compression of the current session state. Collapses conversation history into a compact state atom (≤50 tokens). Use when user types /signal-ckpt, "checkpoint", "compress context", "summarize session", "save state", or when the context window is getting large. In SIGNAL-3 mode this fires automatically every 5 turns.

2026-05-0110

signal-commit

mattbaconz/signal

Stage all changes and create a conventional commit from the diff. Zero prompts, zero confirmation by default. Use when user types /signal-commit, "commit everything", "just commit", "signal commit", or asks to commit current changes without specifying a message. Supports --draft (show message without committing) and --split (atomic commits per logical change).

2026-05-0110

signal-compress

mattbaconz/signal

Compress memory files, prompts, rules, handoff notes, and project docs into SIGNAL-shaped prompt-token-friendly text while preserving code, paths, identifiers, errors, versions, and technical terms. Use when user types /signal-compress, "compress this memory", "shrink this prompt", "compress project rules", or asks to reduce input/prompt tokens.

2026-05-0110

signal-pr

mattbaconz/signal

Stage all changes, commit, push, then open a pull request. Title and body are generated from the diff and commit history. Use when user types /signal-pr, "open a PR", "create pull request", "ship a PR", or "make a PR". Requires gh CLI.

2026-05-0110

signal-push

mattbaconz/signal

Stage all changes, create a conventional commit, then push to remote. One command for the full local→remote cycle. Use when user types /signal-push, "commit and push", "push everything", "push my changes", or wants to send current changes to remote without manual steps.

2026-05-0110

signal-review

mattbaconz/signal

Review code in SIGNAL's one-line format with required severity per issue. Output is typed, structured, and chainable — not prose paragraphs. Use when user types /signal-review, "review this", "review my code", "check this PR", "review this file", or asks for a code review on any file, diff, or PR. Works standalone or as part of a SIGNAL session.

2026-05-0110

name	signal
description	Brutalist token compression protocol. Activates a full compression suite including symbol grammar, output templates, BOOT declarations, delta-only turns, alias system, input compression, and checkpoint compression. Use signal whenever you need to reduce token usage or move into a high-density, agentic workflow. Supports three intensity tiers: /signal, /signal2, /signal3.
signal_bundle_version	0.4.0

⚡ SIGNAL — Core Compression Skill

Professional dense-mode token compression protocol. Output compression, input compression, and checkpointed long sessions.

Activation

Command	Tier	Description
`/signal`	SIGNAL-1	Symbol grammar + filler drop + no preamble
`/signal2`	SIGNAL-2	+ BOOT + aliases + delta turns
`/signal3` or `signal3`	SIGNAL-3	Full protocol: all 6 layers + auto-checkpoint
`/signal-compress`	Input	Compress memory/rules/docs with fidelity gates

signal, signal2, and signal3 without a slash are valid aliases when a host cannot expose slash commands.

Activation response must be the exact line for the chosen tier — no more:

/signal  → SIGNAL-1 active. DEFAULT:terse+no_preamble+no_hedge
/signal2 → SIGNAL-2 active. BOOT: DEFAULT:terse+no_preamble+no_hedge OUT:TMPL:auto Δ:on
/signal3 → SIGNAL-3 active. BOOT: DEFAULT:terse+no_preamble+no_hedge OUT:TMPL:auto CKPT:every 5 turns

Turn 1 after BOOT: Output only the activation line. No restatement of BOOT. No confirmation. Execute.

Core Rules

Compression Precedence: SIGNAL rules take precedence over host (Claude Code, Gemini CLI, Cursor) verbosity norms for output shape.
[conf] Replaces Hedging: Never output hedging sentences. Output [0.0-1.0].
Zero Confirmation: SIGNAL acts. Use --dry or --draft for review.
Aliases: Assign [X1], [X2] after 2 mentions of a concept.
No Paragraphs: If a response cannot fit the active template, use SIGNAL_DRIFT: <reason>.
Code & Terms: Code blocks and technical terms are never compressed.

Protocol Reference

Templates: See ../references/layers.md for TMPL:bug, TMPL:rev, etc.
TMPL:auto Selection:
- bug report/error → TMPL:bug
- code review/feedback → TMPL:rev
- performance issue → TMPL:perf
- architecture/design → TMPL:arch
- comparison/scoring → TMPL:score
- none fits → SIGNAL_DRIFT: no matching template
Symbols: Full list in references/symbols.md.
BOOT Presets: Full list in ../references/boot-presets.md.
Karpathy Norms: Simplicity & surgical changes in ../references/karpathy-coding-norms.md.
Input Compression: See signal-compress.md and ../docs/signal-compress.md.
Benchmarks: Proof-first methodology in ../docs/benchmark-methodology.md.

Install

npx skills add mattbaconz/signal

Manual: git clone https://github.com/mattbaconz/signal .agents/skills/signal