Context Budget

---
name: context-budget
description: Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations.
metadata:
  category: claude-config
  origin: https://github.com/affaan-m/ecc (MIT), skills/context-budget — largely upstream; see CREDITS.md
---

# Context Budget

Analyze token overhead across every loaded component in a Claude Code session and surface actionable optimizations to reclaim context space.

## When to Use

- Session performance feels sluggish or output quality is degrading
- You've recently added many skills, agents, or MCP servers
- You want to know how much context headroom you actually have
- Planning to add more components and need to know if there's room
- Running `/context-budget` command (this skill backs it)

## How It Works

### Phase 1: Inventory

Scan all component directories and estimate token consumption:

**Agents** (`agents/*.md`)

- Count lines and tokens per file (words × 1.3)
- Extract `description` frontmatter length
- Flag: files >200 lines (heavy), description >30 words (bloated frontmatter)

**Skills** (`skills/*/SKILL.md`)

- Count tokens per SKILL.md
- Flag: files >400 lines
- Check for duplicate copies in `.agents/skills/` — skip identical copies to avoid double-counting

**Rules** (`rules/**/*.md`)

- Count tokens per file
- Flag: files >100 lines
- Detect content overlap between rule files in the same language module

**MCP Servers** (`.mcp.json` or active MCP config)

- Count configured servers and total tool count
- Estimate schema overhead at ~500 tokens per tool
- Flag: servers with >20 tools, servers that wrap simple CLI commands (`gh`, `git`, `npm`, `supabase`, `vercel`)

**CLAUDE.md** (project + user-level)

- Count tokens per file in the CLAUDE.md chain
- Flag: combined total >300 lines

### Phase 2: Classify

Sort every component into a bucket:

| Bucket               | Criteria                                                                          | Action                        |
| -------------------- | --------------------------------------------------------------------------------- | ----------------------------- |
| **Always needed**    | Referenced in CLAUDE.md, backs an active command, or matches current project type | Keep                          |
| **Sometimes needed** | Domain-specific (e.g. language patterns), not referenced in CLAUDE.md             | Consider on-demand activation |
| **Rarely needed**    | No command reference, overlapping content, or no obvious project match            | Remove or lazy-load           |

### Phase 3: Detect Issues

Identify the following problem patterns:

- **Bloated agent descriptions** — description >30 words in frontmatter loads into every Task tool invocation
- **Heavy agents** — files >200 lines inflate Task tool context on every spawn
- **Redundant components** — skills that duplicate agent logic, rules that duplicate CLAUDE.md
- **MCP over-subscription** — >10 servers, or servers wrapping CLI tools available for free
- **CLAUDE.md bloat** — verbose explanations, outdated sections, instructions that should be rules

### Phase 4: Report

Produce the context budget report:

```log
Context Budget Report
═══════════════════════════════════════

Total estimated overhead: ~XX,XXX tokens
Context model: <active session model> (<its context window>)   # detect, don't assume
Effective available context: ~XXX,XXX tokens (XX%)

Component Breakdown:
┌─────────────────┬────────┬───────────┐
│ Component       │ Count  │ Tokens    │
├─────────────────┼────────┼───────────┤
│ Agents          │ N      │ ~X,XXX    │
│ Skills          │ N      │ ~X,XXX    │
│ Rules           │ N      │ ~X,XXX    │
│ MCP tools       │ N      │ ~XX,XXX   │
│ CLAUDE.md       │ N      │ ~X,XXX    │
└─────────────────┴────────┴───────────┘

WARNING: Issues Found (N):
[ranked by token savings]

Top 3 Optimizations:
1. [action] → save ~X,XXX tokens
2. [action] → save ~X,XXX tokens
3. [action] → save ~X,XXX tokens

Potential savings: ~XX,XXX tokens (XX% of current overhead)
```

In verbose mode, additionally output per-file token counts, line-by-line breakdown of the heaviest files, specific redundant lines between overlapping components, and MCP tool list with per-tool schema size estimates.

## Examples

**Basic audit**

```log
User: /context-budget
Skill: Scans setup → 16 agents (12,400 tokens), 28 skills (6,200), 87 MCP tools (43,500), 2 CLAUDE.md (1,200)
       Flags: 3 heavy agents, 14 MCP servers (3 CLI-replaceable)
       Top saving: remove 3 MCP servers → -27,500 tokens (47% overhead reduction)
```

**Verbose mode**

```log
User: /context-budget --verbose
Skill: Full report + per-file breakdown showing planner.md (213 lines, 1,840 tokens),
       MCP tool list with per-tool sizes, duplicated rule lines side by side
```

**Pre-expansion check**

```log
User: I want to add 5 more MCP servers, do I have room?
Skill: Current overhead 33% → adding 5 servers (~50 tools) would add ~25,000 tokens → pushes to 45% overhead
       Recommendation: remove 2 CLI-replaceable servers first to stay under 40%
```

## Best Practices

- **Token estimation**: use `words × 1.3` for prose, `chars / 4` for code-heavy files
- **MCP is the biggest lever**: each tool schema costs ~500 tokens; a 30-tool server costs more than all your skills combined
- **Agent descriptions are loaded always**: even if the agent is never invoked, its description field is present in every Task tool context
- **Verbose mode for debugging**: use when you need to pinpoint the exact files driving overhead, not for regular audits
- **Audit after changes**: run after adding any agent, skill, or MCP server to catch creep early
- **Deferred MCP loading (this setup)**: this harness defers MCP tool schemas via ToolSearch, so per-tool schema cost applies only to eagerly-loaded servers — weigh the skills/agents listings and the CLAUDE.md chain higher here

## Provenance

Vendored from [affaan-m/ecc](https://github.com/affaan-m/ecc) (MIT) on 2026-07-17; maintained locally since — added the deferred-MCP caveat for this harness.