Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/ssdeanx/ssd-ai/copilot-instructionsgit clone --depth 1 https://github.com/ssdeanx/ssd-aiWrote 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/ssdeanx/ssd-ai/copilot-instructions)<a href="https://agentmods.dev/instructions/ssdeanx/ssd-ai/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/ssdeanx/ssd-ai/copilot-instructions.svg" alt="Measured on agentmods" 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 | $0.01496 | $0.01496 |
| Opus 5 | $0.00748 | $0.00748 |
| Sonnet 5 | $0.00299 | $0.00299 |
| Haiku 4.5 | $0.00150 | $0.00150 |
Grade A, and why
ssd-ai 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 4d 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.
This is a copy
89% identical to iroha GEMINI.md — 94 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 94 lines — stays where its author put it; the contents beside it link to each section on GitHub.
[byterover-mcp]
# GitHub Copilot instructions — ssd-ai (byterover MCP)
**Elevator pitch:** A TypeScript/Node.js collection of MCP server components and AI-assistant tools (memory, prompt, reasoning). Designed for testable, small utilities and extensible transport plugins.
**Tech stack:** TypeScript 5 (ES2022), Node.js, Vitest, Biome (formatter), Model Context Protocol (MCP).
## Required quick actions
- ALWAYS run `byterover-retrieve-knowledge` at the start of any non-trivial task.
- Run `byterover-store-knowledge` when you discover reusable patterns, fixes, or architecture rules.
## Quick repo orientation
- Entrypoint: `src/index.ts` — public exports for consumers.
- Main areas:
- `src/lib/` — core domain libraries (ContextCompressor, MemoryManager, taskManager)
- `src/tools/` — assistant tools (`prompt/`, `memory/`, `convention/`, `semantic/`, `thinking/`)
- `src/transports/` — transport implementations (`http.ts`)
- `src/__tests__/` — unit tests and fixtures (Vitest)
- `docs/` — developer docs and server reference
## Build / Run / Test (copy-and-paste)
- Build: `npm run build` (runs `tsc`)
- Dev (stdio): `npm run dev:stdio` or `npm run dev` (use CLI flags: `--transport=stdio`)
- Start HTTP server: `npm run start:http` (script uses CLI flags: `--transport=http --port=3000 --hostname=localhost`)
- Run all tests: `npm run test` (Vitest)
- Run a single test file: `npx vitest run <path/to/testfile>` (example: `npx vitest run src/__tests__/taskManager.test.ts`)
- Type-check only: `tsc --noEmit`
- Format: `npx biome format --apply`
- Lint / checks: `npx biome check`
Notes: For Smithery compatibility add optional npm scripts to `package.json`:
- `dev:smithery`: `npx smithery dev` (interactive playground)
- `build:http`: `npx smithery build` (Smithery HTTP build)
- `start:http:smithery`: `node .smithery/index.cjs` (run the Smithery-built HTTP bundle)
## Automation & resources
- MCP inspector / runtime: use `npm run start:http` for integration testing of transports.
- Smithery notes: Export a default `createServer({ config })` function and an optional `configSchema` (zod) from `src/index.ts` for automatic Smithery HTTP deployments. Ensure `package.json` has a `module` field pointing to `src/index.ts` and consider adding `smithery` scripts (`dev:smithery`, `build:http`, `start:http:smithery`).
- Semantic helpers: `src/tools/semantic/findReferences.ts`, `findSymbol.ts` — use them before global renames.
- Look for scripts under `package.json` and `scripts/` (if present) for repo automation.
## Code & style conventions (repository-specific)
- Prefer explicit return types on exported functions and small focused functions.
- Filenames: `camelCase.ts`; exported types/classes: `PascalCase` (no `I` prefix).
- Avoid `any`; accept `unknown` and narrow.
- Error handling: prefer domain errors (e.g., `McpError`) and rethrow typed errors; use `instanceof Error` for message access.
- Logging: **no** `console.log` in library code; `console.error` only at entrypoints/failures.
- Naming & exports: prefer named exports; keep public API surface small and explicit.
- Scan for `TODO`/`HACK` comments — prefer documenting or creating issues for long-lived workarounds.
## Tests & PR checklist (must-do)
- Add unit tests in `src/__tests__/` for new/critical behavior; follow existing test patterns.
- If adding a public API, export it from `src/index.ts` and add tests and docs.
- Run: `tsc --noEmit`, `npm run test`, `npx biome format --apply`, `npx biome check` before creating a PR.
- Update `README.md` or `docs/` when changing contract or behavior; add changelog entry for user-facing changes.
## Semantic & navigation helpers
- Use `src/tools/semantic/*` to find references and symbols before renames.
- Search for `McpError`, `byterover-*`, `saveMemory`, `MemoryManager`, or `TODO` to find important patterns.
## Integration points & patterns to watch
- Memory tools: `src/tools/memory/*` implement session persistence and recall; add tests when changing behavior.
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.
- 4d ago First seen · 94 lines · 1,496 tokens per session scan A 88c780c0b397
ssd-ai copilot-instructions.md is an instructions file published in the GitHub repository ssdeanx/ssd-ai (3 stars, last pushed 8mo ago), licensed MIT. It adds 1,496 tokens to every session, about $0.0075 per session on Opus 5. A static security scan graded it A with 0 findings. It is 89% identical to iroha GEMINI.md, differing in 94 lines, and is treated as a copy.
Other instructions, from other repositories
Genesis-World-MCP AGENTS.md
AGENTS.md instructions for Gnidreve/Genesis-World-MCP, covering agents.md — cas genesisworld mcp, what this is, standing orders — read first, design pillars and source layout & conventions.
atelier-mcp copilot-instructions.md
Copilot instructions for anshrajore/atelier-mcp, covering run npm run sync-adapters to update, universal ui/ux rules, universal backend architecture rules and framework presets (available in skills/atelier/presets/).
atelier-mcp CLAUDE.md
Claude Code instructions for anshrajore/atelier-mcp, covering atelier quality gate adapter for claude code (claude.md), run npm run sync-adapters to update, universal ui/ux rules, universal backend architecture rules and framework presets (available in skills/atelier/presets/).
atelier-mcp AGENTS.md
AGENTS.md instructions for anshrajore/atelier-mcp, covering atelier quality gate adapter for agents.md, run npm run sync-adapters to update, universal ui/ux rules, universal backend architecture rules and framework presets (available in skills/atelier/presets/).
director CLAUDE.md
Claude Code instructions for fdmtl/director, covering claude.md, product overview and development workflow, quality standards and workflow, engineering excellence and library documentation lookup.
mcpscore AGENTS.md
Instructions for mcp-box/mcpscore, covering agent instructions for mcpscore and gotchas (learned the hard way).