Borrowing it
Nothing to install: this file belongs to fernandogarzaaa/chimeralang-mcp. 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/fernandogarzaaa/chimeralang-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/fernandogarzaaa/chimeralang-mcpWrote 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/fernandogarzaaa/chimeralang-mcp/claude-md)<a href="https://agentmods.dev/instructions/fernandogarzaaa/chimeralang-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/fernandogarzaaa/chimeralang-mcp/claude-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/fernandogarzaaa/chimeralang-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/fernandogarzaaa/chimeralang-mcp/claude-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 | $0.00929 | $0.00929 |
| Opus 5.5 | $0.00372 | $0.00372 |
| Sonnet 5.5 | $0.00186 | $0.00186 |
| Haiku 4.5 | $0.00093 | $0.00093 |
Grade A, and why
chimeralang-mcp CLAUDE.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.
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.
ChimeraLang MCP — Project Memory
Token-saving policy (always active)
The canonical routing rules — which chimera_* tool to invoke for each prompt pattern, calling conventions, mode selection, worked examples, and skip conditions — live at:
.claude/skills/chimera/SKILL.md— for Claude Code (auto-loaded as a skill)AGENTS.md— for Codex (same routing matrix at repo root)
Both files are kept in sync via tests/test_skill_integrity.py. Treat the SKILL.md routing matrix as binding for non-trivial tasks; skip chimera tools for prompts < 200 chars with no attachments.
Quick reference
| Situation | Tool |
|---|---|
| Single large doc/code blob | chimera_optimize |
| Long conversation history | chimera_compress |
| Both docs + messages | chimera_fracture |
| Build/test/install logs | chimera_log_compress |
| Stable system blocks for an Anthropic SDK call | chimera_cache_mark |
| End-of-session totals | chimera_session_report |
For everything else (reasoning lane, glyph lane, long tail, telemetry reactions), see .claude/skills/chimera/SKILL.md.
Hook coverage
The token tools fire automatically via .claude/settings.json:
- SessionStart — emits the policy as
additionalContext. - UserPromptSubmit — auto-compresses prompts > 800 chars.
- PreToolUse — warns on duplicate tool calls (dedup hit) and on
Edit/Write/Bashpayloads > 4000 chars. - PostToolUse — records every non-chimera tool call into the dedup cache and nudges when responses > 2000 chars.
- Stop — emits a session totals summary (tokens saved, dedup hits) when the agent stops responding.
Karpathy Guidelines
Behavioral guidelines to reduce common LLM coding mistakes.
Tradeoff: These guidelines bias toward caution over speed. For trivial tasks, use judgment.
1. Think Before Coding
Don't assume. Don't hide confusion. Surface tradeoffs.
Before implementing:
- State your assumptions explicitly. If uncertain, ask.
- If multiple interpretations exist, present them - don't pick silently.
- If a simpler approach exists, say so. Push back when warranted.
- If something is unclear, stop. Name what's confusing. Ask.
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 · 102 lines · 929 tokens per session scan A 35d73d0c71a1
chimeralang-mcp CLAUDE.md is an instructions file published in the GitHub repository fernandogarzaaa/chimeralang-mcp (1 stars, last pushed 6d ago), licensed MIT. It adds 929 tokens to every session, about $0.0037 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.
chimeralang-mcp CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| chimeralang-mcp CLAUDE.mdfernandogarzaaa/chimeralang-mcp | Instructions file | 1 | 6d ago | MIT | A | 929 | Claude Code |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | 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 |