/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
$ npx -y skills add abhisekjha/pith --skill pith --agent claude-codeHow 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
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.mdname: 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
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.
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.
Repo: abhisekjha/pith
Other skills on pith.
- /pith-arch
One-shot architecture decision format. Use for technology choices, design decisions, system design questions. Format: Decision / Options table / Choice / Risks / Next. Does not persist.
Open skill - /pith-commit
One-shot commit message generator. Conventional Commits format, subject ≤50 chars. Use when writing a git commit message for staged changes. Does not persist.
Open skill - /pith-debug
One-shot structured debug format. Use when diagnosing errors, unexpected behavior, crashes, or failures. Format: Problem / Cause / Fix / Verify — 4 fields, no prose. Does not persist.
Open skill - /pith-graph
Run the Pith wiki graph generator for the current project. Scans wiki/ for .md files, extracts [[wikilinks]], and opens an interactive force-directed graph in the browser as wiki-graph.html.
Open skill - /pith-install
Install Pith into Claude Code. Copies hooks, patches settings.json, registers slash commands (/pith, /budget, /focus), and records the plugin root so hooks can resolve paths.
Open skill - /pith-plan
One-shot planning format. Use for feature planning, task breakdown, sprint planning, implementation plans. Format: Goal / Steps / Risks / Done-when. Does not persist.
Open skill

