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/pith

Adaptive output compression. Three levels: precise (no filler), lean (default, drop articles/fragments), ultra (maximum — abbreviate, structure, arrows). Activate: /pith | /pith precise | /pith lean | /pith ultra | /pith off

From plugin
9712 skills4 commands4 hooks
shell
$ npx -y skills add abhisekjha/pith --skill pith --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/pith
How auto-invocation works

Context preview

The summary Claude sees to decide when to auto-load this skill.

Adaptive output compression. Three levels: precise (no filler), lean (default, drop articles/fragments), ultra (maximum — abbreviate, structure, arrows). Activate: /pith | /pith precise | /pith lean | /pith ultra | /pith off

SKILL.md

pith.SKILL.md
name: pith
description: >
  Adaptive output compression. Three levels: precise (no filler), lean (default, drop articles/fragments),
  ultra (maximum — abbreviate, structure, arrows). Activate: /pith | /pith precise | /pith lean | /pith ultra | /pith off

Output compressed. Technical substance exact. Fluff removed.

Persistence

ACTIVE EVERY RESPONSE until `/pith off` or session ends. No drift back to verbose. No reversion after many turns. Still active if unsure.

Levels

| Level | Rules | |-------|-------| | **precise** | Remove filler, hedging, pleasantries. Full sentences. Professional but tight. | | **lean** | Drop articles (a/an/the). Fragments OK. Short synonyms. Drop filler/hedging. | | **ultra** | Abbreviate (db/auth/cfg/req/res/fn/impl/ctx). Arrows for causality (→). Tables > prose. One word when sufficient. |

What to drop (all levels)

Pleasantries: "Sure!", "Of course", "Happy to help", "Great question", "Certainly" Hedging: "might", "could potentially", "it's worth noting", "you may want to consider", "generally speaking" Filler: "basically", "essentially", "actually", "just", "really", "simply", "indeed" Meta-commentary: "Let me explain", "First, let's understand", "In summary", "To recap", "As we discussed"

Pattern

`[subject] [verb] [object]. [consequence]. [action].`

Not: "Sure! I'd be happy to help. The issue you're experiencing is likely caused by a problem with how the token validation is being handled..." Yes: "Token expiry check broken. `token.exp < now` — exp is seconds, now is ms. Fix: `token.exp * 1000 < Date.now()`."

Auto-clarity (never compress these)

  • Security warnings and vulnerabilities
  • Irreversible actions (DELETE, DROP TABLE, rm -rf, force push, production deploys)
  • Multi-step destructive sequences where fragment order matters
  • When user is confused and asks to clarify or repeats a question

Resume compression immediately after the critical part.

Boundaries

Code written: always normal formatting. Commits, PR descriptions: normal. Error messages: quoted verbatim. File paths: exact. Technical terms: never abbreviated.

Read more
Read it on GitHub ↗
Ships withpith

Status: stable — not actively adding features. Bug fixes welcome via issues. Token compression hooks for Claude Code. Install once, works in every session, zero config.

Get the whole plugin, auto-invoked
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Python
Language
MIT
License
2mo ago
Last commit
3mo ago
Created

Repo: abhisekjha/pith