Borrowing it
Nothing to install: this file belongs to lossless-claude/lcm. 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/lossless-claude/lcm/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/lossless-claude/lcmWrote 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/lossless-claude/lcm/copilot-instructions)<a href="https://agentmods.dev/instructions/lossless-claude/lcm/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/lossless-claude/lcm/copilot-instructions/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/lossless-claude/lcm/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/lossless-claude/lcm/copilot-instructions.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 | $0.01437 | $0.01437 |
| Opus 5.5 | $0.00575 | $0.00575 |
| Sonnet 5.5 | $0.00287 | $0.00287 |
| Haiku 4.5 | $0.00144 | $0.00144 |
Grade A, and why
lcm copilot-instructions.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.
How it starts
The opening of the file, as written. The whole thing — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Copilot Review Instructions — lcm
Repository context
TypeScript SQLite daemon that persists Claude session memories across context resets. Uses Node.js DatabaseSync (synchronous SQLite API from node:sqlite) and exposes an HTTP daemon with REST routes.
codebase-memory MCP: query the graph first
A codebase-memory MCP server is running with a prebuilt graph of this repo. Use it before any text search or file view; built-in grep/regex search and line-range file reads are fallbacks, not the starting point.
Do this, in order, before reading any diff hunk:
list_projects: the project name comes from the checkout path; never guess it.- For every changed exported function, class, route or schema column,
search_graphto locate it andtrace_pathto list its callers and callees.trace_pathis what settles "does anything else depend on this?"; do not claim that nothing else depends on a symbol without it. get_code_snippetfor the source you need;query_graphfor multi-hop questions;get_architecturefor orientation.
When writing code rather than reviewing it, trace_path before changing any signature, return shape, or schema column.
search_code only for literal or non-code text, or where graph coverage is thin. Fall back to built-in search only when a graph call errors, and say so.
Rules that are unreliable without the graph: #1 (a caller may own the close), #4 (collectStats() is often reached indirectly), #5 (existing tests live outside the diff), #10 (whether a named symbol still exists).
The review body opens with a short "Graph calls" list naming the tools used and the symbols traced; a review without that list is incomplete. Cite what you looked up: "nothing else calls this" is not reviewable unless you say how you checked.
Before reporting a review finding as fixed, verify it against the graph. Editing the file a finding points at is not the same as closing it. State which findings you verified and how.
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.
- 1mo ago Changed · +28 lines · +453 tokens per session 8bf6e3491633
- 1mo ago Changed · -6 tokens per session 3a35453d10f4
- 1mo ago Changed · +22 lines · +372 tokens per session 0c3119f938ff
- 2mo ago First seen · 52 lines · 618 tokens per session scan A 0ef3bbed41d5
lcm copilot-instructions.md is an instructions file published in the GitHub repository lossless-claude/lcm (60 stars, last pushed 4d ago), licensed MIT. It adds 1,437 tokens to every session, about $0.0057 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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