Borrowing it
Nothing to install: this file belongs to huanglizhuo/OctoCounts. 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/huanglizhuo/OctoCounts/main/AGENTS.mdgit clone --depth 1 https://github.com/huanglizhuo/OctoCountsWrote 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/huanglizhuo/octocounts/agents-md)<a href="https://agentmods.dev/instructions/huanglizhuo/octocounts/agents-md"><img src="https://agentmods.dev/badge/instructions/huanglizhuo/octocounts/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/huanglizhuo/octocounts/agents-md"><img src="https://agentmods.dev/badge/instructions/huanglizhuo/octocounts/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 | $0.01737 | $0.01737 |
| Opus 5 | $0.00869 | $0.00869 |
| Sonnet 5 | $0.00347 | $0.00347 |
| Haiku 4.5 | $0.00174 | $0.00174 |
Grade B, and why
OctoCounts AGENTS.md scanned grade B 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 2d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
- The host already registers this server in `~/.codex/config.toml`; do not add a How it starts
The opening of the file, as written. The whole thing — 137 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OctoCounts agent instructions
Code discovery: use codebase-memory MCP first
This repository is indexed by codebase-memory-mcp. For symbols, implementations,
callers, dependencies, architecture, and impact analysis, use the graph before
filesystem search. Do not start with repository-wide rg, grep, find, globbing,
or reading whole source files to discover code.
Project configuration
- MCP server:
codebase-memory-mcp. - Graph project:
OctoCounts(case-sensitive; passproject: "OctoCounts"). - Local checkout:
/Users/bytedance/traeProjects/OctoCounts. - Index mode:
full, including frontend, backend, extension, scripts, and docs that the indexer supports; existing.gitignoreexclusions remain effective. - Local MCP executable:
/Users/bytedance/.local/bin/codebase-memory-mcp. - The host already registers this server in
~/.codex/config.toml; do not add a duplicate server or overwrite unrelated host configuration. - The index is local to this host. Another host/checkout must register the MCP server and index its own absolute repository path before using these examples.
Session startup and freshness
-
At session start or after compaction, call
list_projects, thenindex_status({"project":"OctoCounts"}). Verify the returned root matches the active checkout; do not use an index of another worktree by accident. -
Use Verify (Tier 2) by default. For a quick positive lookup, Scout is allowed with provisional conclusions; for an exhaustive bounded audit, use Auditor.
-
If the project is missing, initialize it with:
{"repo_path":"/absolute/path/to/OctoCounts","name":"OctoCounts","mode":"full"}Pass this object to
index_repository. Use the actual checkout path. -
Before relying on a result, check file freshness with
check_index_coverage. The host'sauto_watchwas false when configured on 2026-09-08. Do not assume background refresh is active, or enable global watching for unrelated repositories merely to work here. When relevant source has changed, refresh this repository withindex_repositorybefore subsequent graph analysis. Batch refreshes after coherent edits, not after every keystroke. -
If watching is enabled later, allow normal background refresh; reindex only when missing/stale or an immediate refresh is needed. Query current status; do not treat historical node counts or generation timestamps as freshness.
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.
- 2d ago First seen · 137 lines · 1,737 tokens per session scan B ac24bfcc6091
OctoCounts AGENTS.md is an instructions file published in the GitHub repository huanglizhuo/OctoCounts (10 stars, last pushed yesterday), licensed MIT. It adds 1,737 tokens to every session, about $0.0087 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-09.
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