What is WEIPING_LAB AGENTS.md?

A set of project-specific instructions for WEIPING_LAB, a research workbench for discovering ideas, planning experiments, writing from evidence, and supporting audits.

Use it when implementing, maintaining, releasing, monitoring, or upgrading the project. It identifies the files and project rules that must be checked first.

It sets boundaries for reliable research work, including avoiding invented experiments, results, citations, and secret values.

How appleweiping/WEIPING_LAB configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to appleweiping/WEIPING_LAB. 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/appleweiping/WEIPING_LAB/master/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/appleweiping/WEIPING_LAB

Made for: Codex, OpenCode.

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/appleweiping/weiping_lab/agents-md/github.svg)](https://agentmods.dev/instructions/appleweiping/weiping_lab/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/appleweiping/weiping_lab/agents-md"><img src="https://agentmods.dev/badge/instructions/appleweiping/weiping_lab/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/appleweiping/weiping_lab/agents-md"><img src="https://agentmods.dev/badge/instructions/appleweiping/weiping_lab/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 712 This file is loaded in full into every session.

When invoked 712 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.

Model	Per session	Once invoked
Fable 5.1	$0.00712	$0.00712
Opus 5.5	$0.00285	$0.00285
Sonnet 5.5	$0.00142	$0.00142
Haiku 4.5	$0.00071	$0.00071

Measured 2mo ago against content hash 462568088844, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

WEIPING_LAB AGENTS.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 2mo 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.

AGENTS.md · 49 lines

How it starts

The opening of the file, as written. The whole thing — 49 lines — stays where its author put it; the contents beside it link to each section on GitHub.

WEIPING_LAB Agent Instructions

WEIPING_LAB is an honest research workbench for phenomenon-driven discovery, kill-first ideation, experiment planning, evidence-gated writing, and audit support.

Source Of Truth

Read AGENTS.md, README.md, CLAUDE.md, pyproject.toml, lab/runtime.py, lab/core/config.py, and .codex/skills/weiping-lab/SKILL.md before non-trivial work. The project skill is mandatory for implementation, release, maintenance, monitoring, or upgrade tasks.

Boundaries

Do not fabricate experiments, paper results, baselines, or citations.
Do not treat bridge scaffolds as completed experiments.
Keep config environment-driven; never add real keys, private endpoints, account names, or secret-shaped placeholders to tracked source.
Keep lab/workspace/ source tracked, but generated root workspace/ content stays local/ignored.
Use agentmemory through AGENTMEMORY_URL for active memory; local outbox fallback must be redacted.
Preserve legacy VIPIN_LAB_* compatibility only as explicit fallbacks; new docs and variables should use WEIPING_LAB_*.
Treat experiments/results/*.json as untrusted input. Preserve the v1.0 result contract, deterministic evidence classification, source digests, and claim-to-block links; an LLM or producer-supplied label must never promote evidence.

WEIPING Constellation

WEIPING_WIKI is the public durable route map, not a runtime dependency. WEIPING_COUNCIL is the companion deliberation/review layer. Lab may consume council session artifacts, but it must not require council private state, local DBs, caches, .env, or active server processes to run its own verification.

Recurring WEIPING maintenance may inspect entry evidence, status commands, docs, and git state. It should not edit lab code, workspace outputs, datasets, experiment results, or generated artifacts unless the user explicitly scopes lab work.

Artifact handoffs are path-and-schema contracts, not shared runtime state. The main handoff files are workspace/*/session.json, workspace/ideas/<idea_id>/idea.json, plan.json, paper.json, EXPERIMENT_PLAN.md, EXPERIMENT_TRACKER.md, experiments/results/*.json, and redacted agentmemory-outbox.jsonl. The result schema is documented in docs/RESULT_CONTRACT.md; bridge-generated workspaces include a plan-specific copy and example.

Read the full file on GitHub · 49 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.

2mo ago First seen · 49 lines · 712 tokens per session scan A 462568088844

Subscribe to this mod's changes

WEIPING_LAB AGENTS.md is an instructions file published in the GitHub repository appleweiping/WEIPING_LAB (117 stars, last pushed 2mo ago), licensed MIT. It adds 712 tokens to every session, about $0.0028 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.

Research

WEIPING_LAB AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
WEIPING_LAB AGENTS.mdappleweiping/WEIPING_LAB	Instructions file	117	2mo ago	MIT	A	712	Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	today	MIT	A	7,461	Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	yesterday	MIT	A	4,680	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

WEIPING_LAB: Instructions file for Codex