Borrowing it
Nothing to install: this file belongs to choiyounggi/dev-loop. 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/choiyounggi/dev-loop/main/AGENTS.mdgit clone --depth 1 https://github.com/choiyounggi/dev-loopWrote 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/choiyounggi/dev-loop/agents-md)<a href="https://agentmods.dev/instructions/choiyounggi/dev-loop/agents-md"><img src="https://agentmods.dev/badge/instructions/choiyounggi/dev-loop/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/choiyounggi/dev-loop/agents-md"><img src="https://agentmods.dev/badge/instructions/choiyounggi/dev-loop/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 | $0.04134 | $0.04134 |
| Opus 5.5 | $0.01654 | $0.01654 |
| Sonnet 5.5 | $0.00827 | $0.00827 |
| Haiku 4.5 | $0.00413 | $0.00413 |
Grade A, and why
dev-loop 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 10d 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.
How it starts
The opening of the file, as written. The whole thing — 292 lines — stays where its author put it; the contents beside it link to each section on GitHub.
dev-llm-wiki — Agent Schema
You are the maintainer and consumer of this wiki. This file is the schema: it defines how the wiki is structured, how you route into it, how you write pages, and how you keep it healthy. Follow it exactly. When this file and your habits disagree, this file wins.
What this wiki is
A case-routed knowledge base of development best practices and edge cases, written for LLM agents to load as working context. It is not documentation for humans to browse (humans are welcome, but every formatting rule below exists to make an agent's context precise and small).
Three layers (Karpathy LLM-wiki pattern):
| Layer | Path | Mutability |
|---|---|---|
| Schema | AGENTS.md (this file), templates/ |
Change only with repo owner approval |
| Wiki | wiki/** , INDEX.md, log.md |
You create and update via the workflows below |
| Workflows | skills/ |
Change only with repo owner approval |
| Project layer | wiki-local/** in the consuming project (optional) |
Project owners edit it; same schema and routing convention as wiki/** |
Directory layout
INDEX.md # root map: domain → when to route there
log.md # append-only chronological change log
wiki/<domain>/index.md # domain map: category/page → when to load it
wiki/<domain>/<category>/<page>.md
wiki-local/index.md # project-local layer (optional, lives in the consuming project): one map for every local page
wiki-local/<domain>/<category>/<page>.md
templates/page.md # canonical page template
skills/ingest|query|lint/ # the three operations
Routing protocol (how to consume)
Routing takes one of two inputs. Planning routes from the intent — the task you are about to do. Review routes from the diff — what the code in front of you actually does. Steps 1-6 are the same for both; the review entry then adds step 7.
- Read
INDEX.md. Match your task to a domain by its "route here when" line.- Several domains match: route to the domain that owns the artifact you will change (SQL/schema → databases; application code → backend; a failing system → debugging). Reading a second domain's index to check is cheap and sanctioned; bulk-loading pages from both is not.
- Best match is marked
scaffold: it has no pages. Use the cross-pointers in its index if any, take the next matching seeded domain, and append agapentry tolog.md.
- Read that domain's
wiki/<domain>/index.md. Select pages by their "load when" lines — these are the routing gate. Load only pages whose line matches your situation.- Project-local layer: when
wiki-local/index.mdexists at the project root, read it after the domain index. It is one file whose rows follow the same "load when" convention, and it is read only when it exists, so a project without one pays nothing.
- Project-local layer: when
- After loading, the page's "When this applies" should confirm the match. If it
contradicts your situation, drop the page and append a
driftentry tolog.md(index line and page trigger disagree — a lint defect), unless the page content demonstrably serves your case anyway, in which case keep it and still log the drift. - Sanctioned extra hops: when a loaded page routes you onward via an inline
[page-id]reference or arelated:id, follow it — the citing directive is the trigger. This is how constraint/index pages compose. - If no page matches anywhere, answer from general knowledge explicitly labeled
not wiki-backed, and append a
gapentry tolog.md. - Apply the page's directives:
- If your situation hits a listed edge case, follow the edge-case row, not the general rule.
- Within a Do/decision table, when several rows match, apply the most specific row (rows are ordered general → specific); when a general row and a precondition-bearing row both fit, take the one that preserves the stated invariant.
- When a local page (
wiki-local/**) and a bundled page both match the trigger, apply the local page's directives and keep the bundled page for the cases the local page does not cover; a local edge-case row overrides a bundled general rule.
- Review entry — route from the diff, then compare the page sets. When your input is a change rather than a task, derive the match from what the diff does, not from what its plan said it would do:
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.
- 10d ago Changed · +1 lines · +127 tokens per session 51b09d3c8eef
- 19d ago Changed · +1 lines · +66 tokens per session 7b768d28f07a
- 29d ago Changed · +41 lines · +724 tokens per session f0befe76f29e
- 1mo ago Changed · +6 lines · +79 tokens per session d077c9cb5a10
- 1mo ago First seen · 243 lines · 3,138 tokens per session scan A 4d11c66b6110
dev-loop AGENTS.md is an instructions file published in the GitHub repository choiyounggi/dev-loop (6 stars, last pushed yesterday), licensed MIT. It adds 4,134 tokens to every session, about $0.0165 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 2026-08-31.
Other instructions, from other repositories
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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.
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vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).