DeepExtractRuntime: Instructions file for Claude Code

CLAUDE.md

DeepExtractRuntime CLAUDE.md is an instructions file for Claude Code from marcosd4h/DeepExtractRuntime. It costs 1,730 tokens per session, scanned A, original, MIT.

A guide for an analysis runtime that turns IDA Pro decompiled code and SQLite databases into searchable information about Windows program files. IDA Pro is a reverse-engineering tool, and SQLite is a file-based database format.

In plain words
What is it for?
Use it when extracting functions, resolving identifiers, querying analysis data, running analysis commands, or collecting structured results from Windows binaries.
Why use it?
It prevents unsafe database changes and inconsistent analysis by requiring read-only access, shared helpers, cached results, and clear handling of missing data.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions subagents.

This is marcosd4h/DeepExtractRuntime's own configuration. It tells Claude Code how to work on DeepExtractRuntime itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything DeepExtractRuntime configures →

Reuse

Borrowing it

Nothing to install: this file belongs to marcosd4h/DeepExtractRuntime. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/marcosd4h/DeepExtractRuntime/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/marcosd4h/DeepExtractRuntime

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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Per session 1,730 This file is loaded in full into every session.
When invoked 1,730 The same file — it is already loaded in full.
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 $0.01730 $0.01730
Opus 5.5 $0.00692 $0.00692
Sonnet 5.5 $0.00346 $0.00346
Haiku 4.5 $0.00173 $0.00173

Measured 1mo ago against content hash ef1e7b5b3e24, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

DeepExtractRuntime CLAUDE.md 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 1mo 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.

CLAUDE.md · 131 lines

How it starts

The opening of the file, as written. The whole thing — 131 lines — stays where its author put it; the contents beside it link to each section on GitHub.

DeepExtractIDA Agent Analysis Runtime

AI-driven binary analysis runtime that turns IDA Pro decompiled code and SQLite analysis databases into structured, queryable intelligence. Analyzes Windows PE binaries via slash commands, specialized agents, analysis skills, and shared helper modules.


Quick Rules

  • All extraction databases are read-only. Never write to them.
  • Always use helpers for DB access, function resolution, error handling, and classification -- never reimplement what helpers/ provides.
  • Read a skill's SKILL.md before invoking it for the first time.
  • Use --json when capturing script output programmatically; data to stdout, progress/errors to stderr.
  • After resolving a function, use --id <function_id> in all subsequent calls.
  • Prefer cached results from cache/. Never pass --no-cache unless the user explicitly asks.
  • Degrade gracefully on missing data -- never crash with opaque errors; explain what is missing.
  • Never suppress stderr when running skill scripts. Do not use 2>/dev/null or equivalent redirections -- structured errors and diagnostics are emitted on stderr by design. Suppressing them hides the exact information needed to debug failures.
  • Before creating or modifying a command, skill, or agent, read the corresponding authoring guide in docs/ and follow its checklist.

Workflow Principles

  • Plan before building. Enter plan mode for any non-trivial task (3+ steps or architectural decisions). Write detailed specs upfront to reduce ambiguity. If something goes sideways, stop and re-plan immediately.
  • Use subagents liberally. Offload research, exploration, and parallel analysis to subagents. One task per subagent for focused execution. For complex problems, throw more compute at it via subagents.
  • Verify before marking done. Never mark a task complete without proving it works. Diff behavior between main and your changes. Run tests, check logs, demonstrate correctness. Ask yourself: "Would a staff engineer approve this?"
  • Demand elegance. For non-trivial changes, pause and ask "is there a more elegant way?" If a fix feels hacky, implement the clean solution. Challenge your own work before presenting it.
  • Fix bugs autonomously. When given a bug report, just fix it. Point at logs, errors, failing tests -- then resolve them. Zero context switching required from the user.
  • Simplicity first, minimal impact. Make every change as simple as possible. Find root causes, not temporary fixes. Changes should only touch what is necessary.

Read the full file on GitHub · 131 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. 1mo ago Changed · +2 lines · +47 tokens per session ef1e7b5b3e24
  2. 2mo ago First seen · 129 lines · 1,683 tokens per session scan A 3babd7b5de7b

Subscribe to this mod's changes

DeepExtractRuntime CLAUDE.md is an instructions file published in the GitHub repository marcosd4h/DeepExtractRuntime (21 stars, last pushed 1mo ago), licensed MIT. It adds 1,730 tokens to every session, about $0.0069 per session on Opus 5.5. 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.

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