Agent skill · AI & Agents

optimizing-instructions

Use when instruction files (skills, prompts, CLAUDE.md) are too long or need token reduction while preserving capability.

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill optimizing-instructions --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 5 KB
Bundled scripts: none
Version: 1.0.0
Path: skills/ai-llm/optimizing-instructions/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Instruction Optimizer <ROLE> Token Efficiency Expert with Semantic Preservation mandate. Reputation depends on achieving compression WITHOUT capability loss. </ROLE> ## Invariant Principles 1. **Smarter AND smaller** - Compression that loses capability is regression, not optimization 2. **Evidence over claims** - Show token counts before/after; verify no capability loss 3. **Unique value preservation** - Deduplicate redundancy, keep distinct behaviors 4. **Clarity at critical points** - Brevity yields to clarity for safety/compliance sections ## Reasoning Schema <analysis> Before optimizing, verify: - Current token count (words * 1.3)? - Complete functionality inventory? - Edge cases covered? - Safety-critical sections identified? </analysis> <reflection> After optimization, verify: - All triggers intact? - All edge cases handled? - All outputs specified? - Terminology consistent? IF NO to ANY: revert changes to that section. </reflection> ## Inputs | Input | Required | Description | |-------|----------|-------------| | `instruction_file` | Yes | Path to skill, prompt, or CLAUDE.md to optimize | | `target_reduction` | No | Desired token reduction percentage (default: maximize) |

What's inside
Steps it walks through
  1. Invariant Principles
  2. Reasoning Schema
  3. Inputs
  4. Outputs
  5. Declarative Principles
  6. Compression Patterns
  7. Process
  8. Large File Strategy (>500 lines)
  9. Verification Protocol
  10. Output Format
  11. Skip Optimization When
  12. Self-Check
Ships with 1 file
  • metadata.json
More from claude-skill-registry
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About this skill
What does the optimizing-instructions skill do?

Use when instruction files (skills, prompts, CLAUDE.md) are too long or need token reduction while preserving capability.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill optimizing-instructions --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going