Engineering

Cold Load Trim

Reduce first-load bytes without breaking the first impression.

Use when

A web app ships too much before showing anything useful.

difficultyAdvanced
categoryEngineering
sourceAdapted pattern

Cadence

When first visit feels heavy

Verification

Initial screen downloads fewer bytes while screenshots and behavior remain unchanged.

Structured loop spec

FieldValue
NameCold Load Trim
CategoryEngineering
TriggerWhen first visit feels heavy
ObjectiveReduce first-load bytes without breaking the first impression.
Allowed inputsRelevant files, source notes, logs, tests, screenshots, metrics, or task state for this loop
Allowed actionsDefine the exact scope, source of truth, and approval boundary.; Inspect current state and rank the highest-risk gap.; Make one small, reversible improvement.; Run the stated verification and record evidence.; Stop on success, budget, no progress, or approval required.
VerificationInitial screen downloads fewer bytes while screenshots and behavior remain unchanged.
Stop conditionStop when the verifier passes, the budget is exhausted, no progress is made, a blocker appears, or approval is required.
BudgetSet a time, turn, token, retry, file, or dollar cap before running the loop.
Approval boundaryHuman approval required before publishing, sending, deleting, spending, changing accounts, touching production, or making reputational/legal/financial commitments.
Safe outputPull request, patch, report, or evidence log
Works withClaude Code, OpenAI Codex, Cursor, Gemini CLI, any tool-using coding agent

Steps

  1. Define the exact scope, source of truth, and approval boundary.
  2. Inspect current state and rank the highest-risk gap.
  3. Make one small, reversible improvement.
  4. Run the stated verification and record evidence.
  5. Stop on success, budget, no progress, or approval required.

Prompt

Run the Cold Load Trim loop. Use it when A web app ships too much before showing anything useful. Work in bounded iterations: inspect current state, choose the highest-risk gap, make one reversible improvement, verify it, and record evidence. Stop when Initial screen downloads fewer bytes while screenshots and behavior remain unchanged. or when blocked, budget exhausted, or approval is required.

Run in Claude Code

Paste this into Claude Code (or any tool-using agent) to run the loop bounded: one change per round, the same verification every round, durable state files, and explicit stop conditions.

Run the "Cold Load Trim" loop from AI Loop Library (https://ailooplibrary.com/loops/cold-load-trim/) as a bounded loop.
Goal: Reduce first-load bytes without breaking the first impression.
Rules: one change per round; run the same verification every round (Initial screen downloads fewer bytes while screenshots and behavior remain unchanged.); append each round to docs/loops/cold-load-trim/progress.md and update docs/loops/cold-load-trim/state.json; stop on verifier pass, 8 rounds, 3 consecutive failed verifications, no progress, a blocker, or anything needing human approval (money, production, outbound, deletion). Finish with a proof report: rounds used, changes made, verification output, remaining risk, and the next human decision.

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Tags

performancefrontendbundle size

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