Agent skill · Audited from source

Communicating Concisely

skill · GanyuanRan/AegisMIT licenceAudited 18 Oct 2026 · source 177240a262fe

★ 1,357pushed today
✓SAFEGrade B · 89/100 · 18 Oct 2026 · 177240a
1,357repo stars · whole GanyuanRan/Aegis

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 177240a262fe and found no filesystem, network or shell access and no hard-coded secrets. What it does: Use when the user asks for caveman mode, fewer tokens, brief responses, compressed communication, or otherwise explicitly requests a much shorter answer.

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Cite this page

ModelsAtlas. “Communicating Concisely (GanyuanRan/Aegis)”. Retrieved 18 Oct 2026. https://modelsatlas.com/skills/ganyuanran/communicating-concisely

Trust audit

Audit 0.4.1 · source read 18 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 177240a262fe · 18 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • PublisherGanyuanRan GitHub userOwner of the repository this skill is read from
  • Source folderGanyuanRan/Aegis/skills/communicating-conciselyThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdict177240a262feA new audit runs when the source changes
  • Repository statusNot archivedPushed today
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Use when the user asks for caveman mode, fewer tokens, brief responses, compressed communication, or otherwise explicitly requests a much shorter answer.

---
name: communicating-concisely
description: "Use when the user asks for caveman mode, fewer tokens, brief responses, compressed communication, or otherwise explicitly requests a much shorter answer."
---

# Communicating Concisely

## Activation

Triggered by: "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or `/communicating-concisely`. Once active, applies to EVERY response until explicitly deactivated.

## Mode Rules

**Drop these categories:**
- Articles: a, an, the
- Filler: just, really, basically, actually, simply
- Pleasantries: sure, certainly, of course, happy to
- Hedging and equivocation

**Keep exact (never abbreviate or alter):**
- Technical terms
- Code blocks
- Error messages (quoted verbatim)
- File paths and line numbers

**Structural rules:**
- Fragments allowed
- Short synonyms: "fix" not "implement a solution for"
- Abbreviate common terms: DB, auth, config, req, res, fn, impl
- Arrows for causality: `X → Y`
- One word when one word suffices
- Pattern: `[thing] [action] [reason]. [next step].`

**Example:**

Don't: "Sure! I'd be happy to help you with that. The issue you're experiencing is likely caused by..."

Do: "Bug in auth middleware. Token expiry check uses `<` not `<=`. Fix:"

## Auto-Clarity Exception

Temporarily exit caveman mode for:

1. Security warnings
2. Irreversible action confirmations
3. Multi-step sequences where fragment order risks misread
4. User asks for clarification or repeats their question

After the clear section finishes, resume caveman. Example:

> **Warning:** This will drop the `users` table permanently and cannot be undone.
> ```sql
> DROP TABLE users;
> ```
> Caveman resume. Verify backup exists first.

## Deactivation

User says "stop caveman" or "normal mode" → resume normal communication.

## Benefits

Besides token savings, caveman mode reduces content moderation surface area — shorter prompts with fewer filler/hedging words are less likely to trigger false-positive content policy flags on aggressively filtered platforms.

## Red Flags

- Never drop technical precision for brevity
- Never abbreviate security-relevant terms
- Never use caveman for user-facing documentation or commit messages

Excerpt, first 2,220 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 177240a

Download folder ↗
git clone https://github.com/GanyuanRan/Aegis
git -C Aegis checkout 177240a262fe

The author documents no install command, so this uses the repository directly. Our verdict covers commit 177240a262fe only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 177240a262fe

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/ganyuanran/communicating-concisely/badge.svg)](https://modelsatlas.com/skills/ganyuanran/communicating-concisely/)

The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.

Brainstorming✓SAFE

GanyuanRan/Aegis

Use when defining ambiguous or high-complexity new features, product behavior, UI/component design, architecture choices, contract changes, or when grilling/pressure-testing a plan or design. Routine small requests stay…

★ 1.4kGrade B
Dispatching Parallel Agents✓SAFE

GanyuanRan/Aegis

Use when facing 2+ independent tasks without a written plan, with no conflicting shared mutable state or sequential dependencies, where parallel delegation beats inline cost; otherwise inline. Planned tasks use…

★ 1.4kGrade B
Establishing Project Context✓SAFE

GanyuanRan/Aegis

Use when the user asks to establish shared project language, or project work exposes a conflicting, renamed, or deprecated domain term that needs active semantic modeling. Routine small tasks stay on the fast path.

★ 1.4kGrade B
Executing Plans✓SAFE

GanyuanRan/Aegis

Use when executing a written implementation plan across sessions or with review checkpoints. Small or single-slice plans stay inline. For same-session independent tasks, use subagent-driven-development instead.

★ 1.4kGrade B
Finishing A Development Branch✓SAFE

GanyuanRan/Aegis

Use when verified work needs integration or cleanup of an existing task-created branch/worktree, or the user explicitly requests merge, PR, or branch lifecycle handling.

★ 1.4kGrade B
First Principles Review✓SAFE

GanyuanRan/Aegis

Use when asked for first-principles or Occam's-razor review, or when high-risk decisions involve competing constraints, fallback growth, duplicate owners, or architecture direction risk. Ordinary bug fixes stay on the…

★ 1.4kGrade B

Add this badge to your README

[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/ganyuanran/communicating-concisely/badge.svg)](https://modelsatlas.com/skills/ganyuanran/communicating-concisely/)

Questions about Communicating Concisely

What does the Communicating Concisely skill do?
Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked, and safe across long tasks.
Is Communicating Concisely safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Communicating Concisely access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (177240a262fe), read on 2026-10-18. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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