Prompt Budget Preflight
SkillAI & modelsPre-flight check to run before any Agent-tool spawn. Prevents the "Prompt is too long" rejection class by enforcing a 5-section minimum-viable-prompt template and estimating forwarded context cost. Use whenever you are about to call the Agent tool with more than a one-paragraph prompt.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Prompt Budget Preflight skill
What this skill tells your AI
The instructions your AI receives, as published by thelobbi/claude in plugins/claude-code-expert/skills/cc-prompt-budget-preflight/SKILL.md and read by ahel’s review.
Run this before calling the Agent tool. It takes under 30 seconds and prevents the most common subagent failure mode: rejection with "Prompt is too long".
Why this exists
Subagents inherit a large base context before your prompt is even appended:
- Global
~/.claude/CLAUDE.md - Project
.claude/CLAUDE.mdchain (including any rules files referenced via@) - Any auto-loaded plugin
CLAUDE.mdin the subagent'scwd MEMORY.mdand auto-memory entries- System prompts for the selected
subagent_type - Tool definitions for tools the subagent can see
In our own telemetry from one 9-spawn session:
| Spawn type | Prompt size | Result |
|---|---|---|
Explore × 2 (generic) | ~900 words each | Both rejected — "Prompt is too long", 0 tokens used, 2.3-2.7s round-trip |
| Named specialists × 7 (architecture / perf / security / dx / ux / researcher / code-reviewer) | ~200-400 words each | All 7 succeeded |
Reject rate: 22%. Every rejection is a wasted ~3 seconds and a wasted decision cycle.
The 5-section minimum-viable prompt
Target ~300 words total. If you exceed 800 words you almost certainly have dead weight.
1. TARGET
- Absolute file paths or directory scope
- Clear in/out-of-scope boundaries
2. TASK
- One sentence: what to produce
- Read-only vs write explicitly stated
3. FORMAT
- Output shape (YAML, table, bullets)
- Word ceiling or row cap
- Any required fields / schema
4. CONSTRAINTS
- What NOT to do
- Paths / patterns / subdirectories to avoid
- Word-limit enforcement hint
5. RULES (optional, only when applicable)
- Plugin-specific guardrails
- "Do not follow interview-first workflow — this is an audit"
- "Do not write files — this is analysis only"
Preflight checklist
Before each Agent call, answer:
- Subagent type: am I using a named specialist that already has the relevant system prompt, or a generic (
Explore,general-purpose)? Prefer specialists — seeskills/cc-agentic-patterns/SKILL.mdPart 4. - Prompt length: is my prompt under 500 words? If over 800, trim.
- Enumeration test: am I re-listing facts the agent can grep? If yes, drop them — say "grep for X" instead of pasting X.
- Context inheritance: will the agent spawn inside a directory whose
CLAUDE.mdis large (>4KB) and unrelated to the task? If yes, include aRULESline telling it to ignore that file's workflow prescriptions. - Output ceiling: did I specify a word ceiling and/or row cap? If no, add one.
Failure-mode playbook
| If agent rejects with… | Do this |
|---|---|
| "Prompt is too long" | Cut enumerated facts; swap generic subagent for a named specialist; add RULES line telling it to skip directory CLAUDE.md workflows |
| Empty or stub output | Prompt was too vague — add concrete file:line references and one worked example of the output shape |
| Off-topic ramble | Missing CONSTRAINTS section — add explicit "do NOT explore X / Y / Z" |
| Timeout (>5min on simple task) | Missing word ceiling + missing scope boundary — add both |
Template — copy-paste to start
You are analyzing <SCOPE>.
TARGET: <absolute paths>
TASK: <one sentence; read-only or write>
FORMAT:
<schema / shape>
Keep under <N> words.
CONSTRAINTS:
- Do not <X>
- Do not explore <Y>
RULES (if applicable):
- Ignore the <plugin-name> CLAUDE.md's interview-first workflow;
this is an audit, not a setup run.
When to skip the preflight
- Prompt is under 2 paragraphs AND the subagent type matches a named specialist.
- The task is so scoped a wrong output won't cost a retry (e.g., "find all files matching X").
Everything else: run the 5-question checklist above. It's cheaper than a rejected spawn.
Signals
- GitHub stars
- 21
- Forks
- 2
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
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cc-prompt-budget-preflight- Source
- github.com/thelobbi/claude