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Communication Style · majiayu000 | DecimalAI

agent toolingby majiayu000

Communication Style

majiayu000/communication-style

Source majiayu000/claude-skill-registry ↗License MIT

This skill should be used when generating spec artifacts (research.md, requirements.md, design.md, tasks.md), formatting agent output, structuring phase results, or when any Ralph agent needs guidance on concise, scannable output formatting. Applies to all Ralph spec phase agents.

SkillScore82Maintained

Automatic

Writing & Editing pack

Last verified 8/19/2026

What it changes

Passed 18 of 22 test cases with the skill, and 13 of 22 without it.

Without skill59%

With skill82%

Checks it passed that the model alone missed

References the constitution rule using [C§4.2].
References the user story using the tag [US104].
Output ends with a numbered list of action steps.

and 6 more in the full report

8 fixed10 passed either way1 still failing3 broke

Pass-rate lift: +23 pp
Tokens: -31%
Agent turns: 0%
Response time: -58%

Model gemini-3.6-flashMeasured 8/19/2026v218 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/majiayu000-communication-style/SKILL.md https://app.decimal.ai/s/majiayu000-communication-style/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add majiayu000-communication-style, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/majiayu000-communication-style/ and pins it in .decimal/skills.lock

decimalai skills add majiayu000-communication-style

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/majiayu000-communication-style/SKILL.md https://app.decimal.ai/s/majiayu000-communication-style/SKILL.md

Raw file: /s/majiayu000-communication-style/SKILL.md ↗ · machine-readable summary at /s/majiayu000-communication-style.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

Can you draft an architecture task breakdown for implementing a JWT refreshment mechanism in `src/auth/refresh.ts` tied to user story [US2]? I want an overview of the feature, the core component updates, any unresolved specs, and the concrete steps to execute.

What was checked, without and with the skill
Checked	Without skill	With skill
Output ends with a numbered list of action steps.	Missed	Passed
User story reference uses the format [US2].	Passed	Passed

case-02 · gemini-3.6-flash · 8/19/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md121 linessingle file

Communication Style

Core Rule

Be extremely concise. Sacrifice grammar for concision.

Why

Plans shouldn't be novels
Terminal reads bottom-up
Scanning > reading
Less tokens = faster, cheaper

Output Rules

1. Brevity First

Instead of	Write
"The user will be able to..."	"User can..."
"This component is responsible for..."	"Handles..."
"In order to achieve this, we need to..."	"Requires:"
"It should be noted that..."	(delete)

Use:

Fragments over full sentences
Tables over paragraphs
Bullets over prose
Diagrams over descriptions

2. Structure for Scanning

Every output follows this order:

1. Brief overview (2-3 sentences MAX)
2. Main content (tables, bullets, diagrams)
3. Unresolved questions (if any)
4. Numbered action steps (ALWAYS LAST)

Track record

Benchmark

18 / 22

test cases passed, vs 13 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

majiayu000 / claude-skill-registry

skills/agent/communication-style-tzachbon-smart-ralph/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v2

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

tzachbon/communication-styleThis skill should be used when generating spec artifacts (research.md, requirements.md, design.md, tasks.md), formatting agent output, structuring phase results, or when any Ralph agent needs guidance on concise, scannable output formatting. Applies to all Ralph spec phase agents.Near-identical description+64 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Communication Style

Core Rule

Why

Output Rules

1. Brevity First

2. Structure for Scanning

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills