context

name	context
description	Audit auto-loaded context budget, detect redundancy, and recommend optimizations.

/context

Audit auto-loaded context budget, detect redundancy, and recommend optimizations.

Usage

/context [action] [--verbose]

Arguments

• action: audit, redundancy, recommendations, compare (default: audit)
• --verbose: Show per-line token estimates for each file

Instructions

When this skill is invoked:

Agent Behavior

Autonomy:

• Run the full audit pipeline without prompting
• Produce a formatted report, not just raw data
• Prioritize actionable findings over informational noise

Token Estimation:

• Use the approximation: 1 token ~ 4 characters (English prose/code average)
• Read each file, count characters, divide by 4, round to nearest integer
• This is an estimate — actual tokenizer counts vary by ~10%

Actions

Audit (/context audit)

Measure all auto-loaded files and report token usage:

1. Read CLAUDE.md — count characters, estimate tokens
2. Glob .claude/rules/*.md — read each file, estimate tokens
3. Check for enabled platform rules — identify symlinks in rules/ that point to rules-available/
4. Sum totals and calculate percentage of 200K context window

Report format:

Context Budget Report
=====================

Auto-loaded files:
  CLAUDE.md                        1,265 tokens
  rules/ai-agent-patterns.md       1,212 tokens
  rules/code-quality.md              842 tokens
  rules/error-handling.md            534 tokens
  rules/git-workflow.md              687 tokens
  rules/quality-checks.md           612 tokens
  rules/security-core.md          1,705 tokens
  rules/task-management.md           786 tokens
  ─────────────────────────────────────────────
  Total:                           7,643 tokens (3.8% of 200K)

Platform rules (enabled):
  (none active)

Available platform rules (not enabled):
  rules-available/android.md         ~XXX tokens
  rules-available/docker.md          ~XXX tokens
  rules-available/ios.md             ~XXX tokens
  rules-available/nextjs.md          ~XXX tokens
  rules-available/python.md          ~XXX tokens
  rules-available/security-mobile.md ~XXX tokens
  rules-available/security-owasp.md  ~XXX tokens
  rules-available/security-web.md    ~XXX tokens

Redundancy Scan (/context redundancy)

Cross-reference auto-loaded files for duplicated content:

1. Extract all {placeholder} references from each auto-loaded file
2. Find placeholders that appear in multiple files — these are potential redundancies
3. Scan for repeated guidance — same concept explained in both CLAUDE.md and a rule file
4. Check CLAUDE.md against rules — content in CLAUDE.md that duplicates what a rule already covers

Report format:

Redundancy Findings
===================

Shared placeholders (appear in 2+ auto-loaded files):
  {lint_fix}        → CLAUDE.md:48, quality-checks.md:45
  {type_check}      → CLAUDE.md:49, quality-checks.md:39
  {test_with_coverage} → CLAUDE.md:50, quality-checks.md:47

Duplicate guidance:
  - CLAUDE.md "Context Recovery" section overlaps with /resume skill
    (low priority — CLAUDE.md version is a brief pointer)

Summary: 3 shared placeholders, 0 high-priority duplicates

Recommendations (/context recommendations)

Produce prioritized optimization suggestions:

1. Run audit and redundancy scan (internally)
2. Categorize findings by priority:
   • P1 (high impact): Files > 1,500 tokens that could be split or moved to references
   • P2 (medium impact): Redundant content that could be consolidated
   • P3 (low impact): Minor optimizations, formatting improvements

Report format:

Context Optimization Recommendations
=====================================

P1 - High Impact:
  - security-core.md (1,705 tokens): Consider moving detailed tables
    and checklists to .claude/references/security-checklist.md.
    Auto-loaded portion could be a ~400 token summary with
    "see references/security-checklist.md for details".
    Estimated savings: ~1,200 tokens

P2 - Medium Impact:
  - {lint_fix} placeholder appears in 2 auto-loaded files.
    CLAUDE.md Commands section duplicates quality-checks.md.
    Consider removing command block from one location.
    Estimated savings: ~150 tokens

P3 - Low Impact:
  - quality-checks.md checklist section could move to references.
    Estimated savings: ~80 tokens

Total potential savings: ~1,430 tokens (18.7% of current budget)

Compare (/context compare)

Show the budget impact of enabling/disabling platform rules:

1. Read all files in rules-available/ — estimate tokens for each
2. Check which are currently enabled (symlinked into rules/)
3. Show current vs. projected budget for each combination

Report format:

Platform Rule Budget Comparison
===============================

Current baseline: 7,643 tokens (3.8% of 200K)

If enabled:
  + python.md             +892 tokens → 8,535 (4.3%)
  + security-owasp.md   +1,105 tokens → 8,748 (4.4%)
  + nextjs.md           +1,340 tokens → 8,983 (4.5%)
  + docker.md             +654 tokens → 8,297 (4.1%)
  + ios.md                +780 tokens → 8,423 (4.2%)
  + android.md            +720 tokens → 8,363 (4.2%)
  + security-web.md       +940 tokens → 8,583 (4.3%)
  + security-mobile.md    +830 tokens → 8,473 (4.2%)

Common combinations:
  make enable-web    (nextjs + security-web + security-owasp)
                     +3,385 tokens → 11,028 (5.5%)
  make enable-python (python + security-owasp)
                     +1,997 tokens → 9,640 (4.8%)
  make enable-mobile (security-mobile + security-web + security-owasp)
                     +2,875 tokens → 10,518 (5.3%)

Implementation Notes

• File reading: Use Read tool for each file, count content.length characters
• Token estimation: Math.round(charCount / 4) — acceptable approximation
• Symlink detection: Use ls -la .claude/rules/ via Bash to identify symlinks pointing to rules-available/
• Output: Always produce the formatted report directly — do not write to a file unless asked
• No modifications: This is a read-only diagnostic skill. Never modify files during audit

Platform Rule Combinations Reference

These mappings come from the Makefile enable-* targets:

Target	Rules Enabled
make enable-web	nextjs, security-web, security-owasp
make enable-python	python, security-owasp
make enable-api	security-owasp
make enable-ios	ios, security-owasp
make enable-android	android, security-owasp
make enable-mobile	security-mobile, security-web, security-owasp
make enable-docker	docker, security-owasp

Example Output

$ /context

Context Budget Report
=====================

Auto-loaded files:
  CLAUDE.md                        1,265 tokens
  rules/ai-agent-patterns.md       1,212 tokens
  rules/code-quality.md              842 tokens
  rules/error-handling.md            534 tokens
  rules/git-workflow.md              687 tokens
  rules/quality-checks.md           612 tokens
  rules/security-core.md          1,705 tokens
  rules/task-management.md           786 tokens
  ─────────────────────────────────────────────
  Total:                           7,643 tokens (3.8% of 200K)

Platform rules (enabled):
  (none active)

Redundancy findings:
  3 shared placeholders across auto-loaded files
  0 high-priority content duplicates

Top recommendation:
  P1: Move security-core.md details to references (~1,200 token savings)

Run '/context recommendations' for full optimization plan.
Run '/context compare' to see platform rule budget impact.