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/nest

@8e1f365
by shingo imotasimota/agent-skills85 stars
15

Designing LLM-optimized folder structures: audits and restructures directories for context efficiency, progressive disclosure, and prompt cache performance. Not for general repo structure (Grove).

Use this Skill: https://skilld.dev/gh/simota/agent-skills/nest

This session only. Nothing lands on disk.

referenceaudit-checklist.md

≈1.1k tokens on demand. Your agent reads this file only when SKILL.md points to it.

Audit Checklist Reference

Purpose: Scoring criteria and test patterns for the AUDIT phase. Read when: Running AUDIT phase to evaluate existing folder structure.


Full Audit Protocol

Step 1: Tree Analysis

Run find . -type f | head -200 or equivalent to capture project structure. Classify:

Metric How to Measure Target
Total files find . -type f | wc -l (exclude .git, node_modules) Document baseline
Max depth Deepest file path from root ≤ 5 levels
Avg files per directory Total files / total directories ≤ 15
Orphan directories Dirs with only 1 file ≤ 5% of total dirs
Generic names Count of utils.*, helpers.*, misc.*, common.* 0 ideal, ≤ 3 acceptable

Step 2: Discovery Test (5 Queries)

Execute each query and record hit rate:

Query 1: Find all configuration files
  Patterns: **/*.config.*, **/config/**, **/.{tool}rc
  Pass: All configs found in ≤2 patterns

Query 2: Find all test files
  Patterns: **/*.test.*, **/*.spec.*, **/tests/**, **/__tests__/**
  Pass: All tests found in ≤2 patterns

Query 3: Find API/route definitions
  Patterns: grep -r "router\|endpoint\|handler\|@Get\|@Post"
  Pass: 80%+ route files in top results

Query 4: Find documentation
  Patterns: **/*.md, **/docs/**
  Pass: All docs found in ≤2 patterns, no docs buried in src/

Query 5: Find CLAUDE.md instruction chain
  Patterns: **/CLAUDE.md, **/.claude/**
  Pass: Complete hierarchy discoverable, no orphan rules

Score: (queries passed / 5) × 100 = Discovery Score

Step 3: Token Budget Scan

For each context file (CLAUDE.md, .md files in .claude/, rules files):

File: [path]
Lines: [count]
Estimated tokens: [lines × 5 for mixed EN/JP]
Budget status: OK (≤200) | WARNING (201-300) | OVER (>300)
Action: [none | split via @import | extract to reference]

Step 4: Cache Topology Evaluation

Score each factor (0-100), then weighted average:

Factor Weight Scoring
Static-first ordering 30% 100: all static before dynamic. 50: mixed. 0: dynamic first
Change frequency grouping 30% 100: clear separation. 50: partial. 0: no grouping
CLAUDE.md stability 20% 100: changes <1x/month. 50: weekly. 0: daily
Tool definition locality 20% 100: all in predictable paths. 50: scattered. 0: no pattern

Step 5: Overall Score

AUDIT_REPORT:
  project: "[name]"
  date: "[YYYY-MM-DD]"
  scores:
    discovery: [0-100]
    token_budget: [0-100]  # (files within budget / total context files) × 100
    cache_topology: [0-100]
    naming_quality: [0-100]  # (well-named files / total files) × 100
    overall: [weighted average]
  grade: A (≥85) | B (≥70) | C (≥55) | D (<55)
  top_issues:
    - "[issue 1 — highest impact]"
    - "[issue 2]"
    - "[issue 3]"
  recommendations:
    - priority: P1
      action: "[specific action]"
      impact: "[expected improvement]"
    - priority: P2
      action: "[specific action]"
      impact: "[expected improvement]"

Naming Quality Scoring

Pattern Score Example
Domain-descriptive kebab-case 100 user-auth/, payment-gateway.ts
Descriptive but inconsistent case 70 UserAuth/, paymentGateway.ts
Abbreviated but guessable 50 auth/, pay.ts
Generic / ambiguous 20 utils/, helpers.ts, misc/
Single-letter or opaque 0 a/, x.ts, tmp/

Common Anti-patterns

Anti-pattern Symptom Fix
Flat explosion 50+ files in root directory Group by domain into subdirectories
Deep nesting src/modules/user/services/internal/helpers/ Flatten to ≤4 levels, co-locate by domain
Type-first grouping models/, controllers/, views/ separated Move to domain-first: user/{model,controller,view}
Orphan docs READMEs scattered without hierarchy Centralize in docs/ with topic organization
Monolithic CLAUDE.md > 300-line resolved total Move rules to paths:-scoped .claude/rules/*.md; a @path import alone reorganizes without shrinking startup context
Hidden context Rules in non-standard locations Move to .claude/rules/ or CLAUDE.md
Stale context files CLAUDE.md references deleted files Audit and prune references

Source: SKILL.md on GitHub

No alerts5mo4 checks · Risk SAFE
  • Gen Agent Trust Hub5mo

    This skill provides a framework for auditing and restructuring project directories to improve LLM agent navigation and context efficiency. It utilizes local shell commands for analysis and file movement, with no detected malicious activity or external data exfiltration.

  • Socket5mo

    No alerts

  • Snyk5mo

    Risk: LOW · No issues

  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

Signed by skilld at 8e1f365. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 2 days ago.

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