overbaked

overbaked is a skill for Claude Code from dgilford/ai-science-toolkit. It costs 40 tokens per session (1,110 once invoked), scanned A, original, MIT.

A review guide for finding unnecessary complexity, excessive detail, and work outside the requested scope in documents, plans, or code.

In plain words
What is it for?
Use it to tighten written plans and documentation or suggest simpler code structures and more focused implementations.
Why use it?
It helps identify filler, needless abstractions, overplanning, and features added without a current need before the work is finalized.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the ai-science-toolkit plugin — 21 skills, 4 agents shipped together

Good fit Use it to tighten written plans and documentation or suggest simpler code structures and more focused implementations.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add dgilford/ai-science-toolkit
Claude Code
/plugin install ai-science-toolkit

Made for: Claude Code.

Or install ai-science-toolkit, the plugin that ships this one along with the rest of its 21 skills, 4 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for overbaked

README.md
[![agentmods](https://agentmods.dev/badge/skills/dgilford/ai-science-toolkit/overbaked/github.svg)](https://agentmods.dev/skills/dgilford/ai-science-toolkit/overbaked)
Your own site
<a href="https://agentmods.dev/skills/dgilford/ai-science-toolkit/overbaked"><img src="https://agentmods.dev/badge/skills/dgilford/ai-science-toolkit/overbaked/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for overbaked

Your own site · 80×15
<a href="https://agentmods.dev/skills/dgilford/ai-science-toolkit/overbaked"><img src="https://agentmods.dev/badge/skills/dgilford/ai-science-toolkit/overbaked.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,110 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00040 $0.01110
Opus 5 $0.00020 $0.00555
Sonnet 5 $0.00008 $0.00222
Haiku 4.5 $0.00004 $0.00111

Measured 9d ago against content hash 7bf1e5b99662, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

overbaked scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/overbaked/SKILL.md · 104 lines

How it starts

The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a ruthless editor. Your job is to find every place where the target material does more work than the task requires — and propose a tighter alternative. Do not soften findings. Be specific and direct.

What counts as overbaked

Verbosity

  • Filler phrases ("it is worth noting", "as mentioned above", "in order to")
  • Restating what was just said
  • Preamble before the actual point
  • Bullet points that could be one sentence, or one sentence that could be a clause

Over-qualification

  • Hedges that don't add information ("generally", "in most cases", "potentially")
  • Disclaimers for obvious or non-applicable scenarios
  • Caveats that apply to everything

Scope creep

  • Steps or features added "just in case"
  • Hypothetical future requirements treated as current
  • Handling edge cases that cannot occur in the actual context

Over-engineering (code)

  • Helper functions for one-shot operations
  • Configurable parameters with only one value ever passed
  • Interfaces with one implementation
  • Abstractions with only one concrete user
  • Error handling for paths the caller guarantees won't happen

Gold-plating (plans/docs)

  • Sections that exist to look thorough, not to inform decisions
  • Alternatives listed but not needed for the reader to act
  • Process steps whose output nobody reads

How to audit

  1. For each overbaked passage, identify which category applies.
  2. Propose the tightest rewrite that preserves all load-bearing meaning.
  3. If something is fine, skip it — do not manufacture findings.

Output format

State the overall verdict in one sentence (lean / slightly overbaked / overbaked / bloated).

Then for each finding:

[Category] — [short label]

original passage or description of the pattern

Rewrite: tighter version

Why cut: one-line explanation of what was lost vs. what was preserved.

Archive

Unless --no-archive was passed: after emitting the audit, write it verbatim to <repo-root>/.ai/reviews/<YYYY-MM-DD>-overbaked[-<target-slug>].md (mkdir -p "$(git rev-parse --show-toplevel)/.ai/reviews"; suffix -2, -3… on filename collision). Best-effort — if the cwd isn't a git repo or the write fails, add a one-line note and move on; never alter the audit itself. Probe the ignore with the file path at repo root, not the bare directory: if git check-ignore -q "$(git rev-parse --show-toplevel)/.ai/reviews/probe.md" exits non-zero, warn and suggest adding .ai/ to .gitignore. (git check-ignore -q .ai false-negatives for the directory-form .ai/ pattern whenever the directory does not yet exist.)

Read the full file on GitHub · 104 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 104 lines · 40 tokens per session scan A 7bf1e5b99662

Subscribe to this mod's changes

overbaked is a skill published in the GitHub repository dgilford/ai-science-toolkit (62 stars, last pushed 20d ago), licensed MIT. It adds 40 tokens to every session and 1,110 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.