Borrowing it
Nothing to install: this file belongs to gtasb/Burp-AI-Analyzer. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/gtasb/Burp-AI-Analyzer/main/AGENTS.mdgit clone --depth 1 https://github.com/gtasb/Burp-AI-AnalyzerWrote 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.
[](https://agentmods.dev/instructions/gtasb/burp-ai-analyzer/agents-md)<a href="https://agentmods.dev/instructions/gtasb/burp-ai-analyzer/agents-md"><img src="https://agentmods.dev/badge/instructions/gtasb/burp-ai-analyzer/agents-md/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.
<a href="https://agentmods.dev/instructions/gtasb/burp-ai-analyzer/agents-md"><img src="https://agentmods.dev/badge/instructions/gtasb/burp-ai-analyzer/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.02357 | $0.02357 |
| Opus 5.5 | $0.00943 | $0.00943 |
| Sonnet 5.5 | $0.00471 | $0.00471 |
| Haiku 4.5 | $0.00236 | $0.00236 |
Grade A, and why
Burp-AI-Analyzer AGENTS.md scanned grade A with 1 finding 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 today.
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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
`py`, `where`, `curl` all disappear. Two separate paths need it: the Harness spec How it starts
The opening of the file, as written. The whole thing — 126 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Build & test
mvn clean package # full build + tests
mvn test # 412 tests, ~2 min
Requires JDK 21 + --enable-preview (Maven config handles this).
Architecture
- Entrypoint:
src/com/ai/analyzer/core/AIExtension.java—implements BurpExtension - Agent runtime:
AgentScopeAgentRuntimewraps AgentScope 2.0HarnessAgentviastreamEvents() - Two parallel clients:
AgentApiClient(active/chat) andPassiveScanApiClient(batch). They have ~90% duplicated code — editing one likely needs the same change in the other - UI:
AIAnalyzerTab(3475 lines) is the main JPanel tab;ChatPanelis the side panel
Key dependencies
io.agentscope:agentscope-harness:2.0.3 (via ${agentscope.version}) — HarnessAgent provides native tools:
execute(native shell tool; the actualShellExecuteTool.NAMEconstant isexecute, notexecute_shell_command— controlled byenableCliToolcheckbox)agent_spawn/agent_send/agent_list(sub-agents, always enabled)read_file/write_file/edit_file/grep/glob(filesystem, controlled byenableFileSystemAccess)- Tool results >16KB auto-evicted to disk, readable via
read_file
Sandbox vs permission mode (two independent layers)
- File sandbox (
LocalFilesystemSpec.mode, set inAgentScopeAgentRuntime): constrains which paths file tools may touch.UNRESTRICTED(default, sandbox off) = any path;ROOTED= workspace/project roots only. Toggled byenableFileSystemSandboxin the CLI tab. - Permission mode (
PermissionContextState.mode, hardcodedBYPASS): constrains whether a tool call is allowed to execute at all, for every tool. AgentScope offers 5 (DEFAULT,ACCEPT_EDITS,EXPLORE,BYPASS,DONT_ASK) but only non-interactive ones would be safe here: the confirm handler is auto-approve (-> true), soDEFAULT/ACCEPT_EDITSwould ask-then-auto-yes and risk re-triggering the historical ASKING stall. Do not add a UI for them without a real dialog.
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.
- today Changed · +23 lines · +493 tokens per session 990b6b3e14e8
- 4d ago Changed · +8 lines · +213 tokens per session da3e4aa15e9d
- 7d ago Changed · +6 lines · +114 tokens per session 22e2d27f48d5
- 26d ago Changed · +2 lines · +143 tokens per session 6183b8e655a0
- 27d ago Changed · +26 lines · +449 tokens per session fd044abeb344
- 1mo ago First seen · 61 lines · 945 tokens per session scan A eaa5c06b565a
Burp-AI-Analyzer AGENTS.md is an instructions file published in the GitHub repository gtasb/Burp-AI-Analyzer (25 stars, last pushed yesterday), licensed MIT. It adds 2,357 tokens to every session, about $0.0094 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
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Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.