As the agent navigates into subdirectories via tool calls (read_file, terminal, search_files, etc.), automatically discover and load project context files (AGENTS.md, CLAUDE.md, .cursorrules) from those directories. Previously, context files were only loaded from the CWD at session start. If the agent moved into backend/, frontend/, or any subdirectory with its own AGENTS.md, those instructions were never seen. Now, SubdirectoryHintTracker watches tool call arguments for file paths and shell commands, resolves directories, and loads hint files on first access. Discovered hints are appended to the tool result so the model gets relevant context at the moment it starts working in a new area — without modifying the system prompt (preserving prompt caching). Features: - Extracts paths from tool args (path, workdir) and shell commands - Loads AGENTS.md, CLAUDE.md, .cursorrules (first match per directory) - Deduplicates — each directory loaded at most once per session - Ignores paths outside the working directory - Truncates large hint files at 8K chars - Works on both sequential and concurrent tool execution paths Inspired by Block/goose SubdirectoryHintTracker.
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sidebar_position, title, description
| sidebar_position | title | description |
|---|---|---|
| 8 | Context Files | Project context files — .hermes.md, AGENTS.md, CLAUDE.md, global SOUL.md, and .cursorrules — automatically injected into every conversation |
Context Files
Hermes Agent automatically discovers and loads context files that shape how it behaves. Some are project-local and discovered from your working directory. SOUL.md is now global to the Hermes instance and is loaded from HERMES_HOME only.
Supported Context Files
| File | Purpose | Discovery |
|---|---|---|
| .hermes.md / HERMES.md | Project instructions (highest priority) | Walks to git root |
| AGENTS.md | Project instructions, conventions, architecture | CWD at startup + subdirectories progressively |
| CLAUDE.md | Claude Code context files (also detected) | CWD at startup + subdirectories progressively |
| SOUL.md | Global personality and tone customization for this Hermes instance | HERMES_HOME/SOUL.md only |
| .cursorrules | Cursor IDE coding conventions | CWD only |
| .cursor/rules/*.mdc | Cursor IDE rule modules | CWD only |
:::info Priority system
Only one project context type is loaded per session (first match wins): .hermes.md → AGENTS.md → CLAUDE.md → .cursorrules. SOUL.md is always loaded independently as the agent identity (slot #1).
:::
AGENTS.md
AGENTS.md is the primary project context file. It tells the agent how your project is structured, what conventions to follow, and any special instructions.
Progressive Subdirectory Discovery
At session start, Hermes loads the AGENTS.md from your working directory into the system prompt. As the agent navigates into subdirectories during the session (via read_file, terminal, search_files, etc.), it progressively discovers context files in those directories and injects them into the conversation at the moment they become relevant.
my-project/
├── AGENTS.md ← Loaded at startup (system prompt)
├── frontend/
│ └── AGENTS.md ← Discovered when agent reads frontend/ files
├── backend/
│ └── AGENTS.md ← Discovered when agent reads backend/ files
└── shared/
└── AGENTS.md ← Discovered when agent reads shared/ files
This approach has two advantages over loading everything at startup:
- No system prompt bloat — subdirectory hints only appear when needed
- Prompt cache preservation — the system prompt stays stable across turns
Each subdirectory is checked at most once per session. The discovery also walks up parent directories, so reading backend/src/main.py will discover backend/AGENTS.md even if backend/src/ has no context file of its own.
:::info Subdirectory context files go through the same security scan as startup context files. Malicious files are blocked. :::
Example AGENTS.md
# Project Context
This is a Next.js 14 web application with a Python FastAPI backend.
## Architecture
- Frontend: Next.js 14 with App Router in `/frontend`
- Backend: FastAPI in `/backend`, uses SQLAlchemy ORM
- Database: PostgreSQL 16
- Deployment: Docker Compose on a Hetzner VPS
## Conventions
- Use TypeScript strict mode for all frontend code
- Python code follows PEP 8, use type hints everywhere
- All API endpoints return JSON with `{data, error, meta}` shape
- Tests go in `__tests__/` directories (frontend) or `tests/` (backend)
## Important Notes
- Never modify migration files directly — use Alembic commands
- The `.env.local` file has real API keys, don't commit it
- Frontend port is 3000, backend is 8000, DB is 5432
SOUL.md
SOUL.md controls the agent's personality, tone, and communication style. See the Personality page for full details.
Location:
~/.hermes/SOUL.md- or
$HERMES_HOME/SOUL.mdif you run Hermes with a custom home directory
Important details:
- Hermes seeds a default
SOUL.mdautomatically if one does not exist yet - Hermes loads
SOUL.mdonly fromHERMES_HOME - Hermes does not probe the working directory for
SOUL.md - If the file is empty, nothing from
SOUL.mdis added to the prompt - If the file has content, the content is injected verbatim after scanning and truncation
.cursorrules
Hermes is compatible with Cursor IDE's .cursorrules file and .cursor/rules/*.mdc rule modules. If these files exist in your project root and no higher-priority context file (.hermes.md, AGENTS.md, or CLAUDE.md) is found, they're loaded as the project context.
This means your existing Cursor conventions automatically apply when using Hermes.
How Context Files Are Loaded
At startup (system prompt)
Context files are loaded by build_context_files_prompt() in agent/prompt_builder.py:
- Scan working directory — checks for
.hermes.md→AGENTS.md→CLAUDE.md→.cursorrules(first match wins) - Content is read — each file is read as UTF-8 text
- Security scan — content is checked for prompt injection patterns
- Truncation — files exceeding 20,000 characters are head/tail truncated (70% head, 20% tail, with a marker in the middle)
- Assembly — all sections are combined under a
# Project Contextheader - Injection — the assembled content is added to the system prompt
During the session (progressive discovery)
SubdirectoryHintTracker in agent/subdirectory_hints.py watches tool call arguments for file paths:
- Path extraction — after each tool call, file paths are extracted from arguments (
path,workdir, shell commands) - Ancestor walk — the directory and up to 5 parent directories are checked (stopping at already-visited directories)
- Hint loading — if an
AGENTS.md,CLAUDE.md, or.cursorrulesis found, it's loaded (first match per directory) - Security scan — same prompt injection scan as startup files
- Truncation — capped at 8,000 characters per file
- Injection — appended to the tool result, so the model sees it in context naturally
The final prompt section looks roughly like:
# Project Context
The following project context files have been loaded and should be followed:
## AGENTS.md
[Your AGENTS.md content here]
## .cursorrules
[Your .cursorrules content here]
[Your SOUL.md content here]
Notice that SOUL content is inserted directly, without extra wrapper text.
Security: Prompt Injection Protection
All context files are scanned for potential prompt injection before being included. The scanner checks for:
- Instruction override attempts: "ignore previous instructions", "disregard your rules"
- Deception patterns: "do not tell the user"
- System prompt overrides: "system prompt override"
- Hidden HTML comments:
<!-- ignore instructions --> - Hidden div elements:
<div style="display:none"> - Credential exfiltration:
curl ... $API_KEY - Secret file access:
cat .env,cat credentials - Invisible characters: zero-width spaces, bidirectional overrides, word joiners
If any threat pattern is detected, the file is blocked:
[BLOCKED: AGENTS.md contained potential prompt injection (prompt_injection). Content not loaded.]
:::warning This scanner protects against common injection patterns, but it's not a substitute for reviewing context files in shared repositories. Always validate AGENTS.md content in projects you didn't author. :::
Size Limits
| Limit | Value |
|---|---|
| Max chars per file | 20,000 (~7,000 tokens) |
| Head truncation ratio | 70% |
| Tail truncation ratio | 20% |
| Truncation marker | 10% (shows char counts and suggests using file tools) |
When a file exceeds 20,000 characters, the truncation message reads:
[...truncated AGENTS.md: kept 14000+4000 of 25000 chars. Use file tools to read the full file.]
Tips for Effective Context Files
:::tip Best practices for AGENTS.md
- Keep it concise — stay well under 20K chars; the agent reads it every turn
- Structure with headers — use
##sections for architecture, conventions, important notes - Include concrete examples — show preferred code patterns, API shapes, naming conventions
- Mention what NOT to do — "never modify migration files directly"
- List key paths and ports — the agent uses these for terminal commands
- Update as the project evolves — stale context is worse than no context :::
Per-Subdirectory Context
For monorepos, put subdirectory-specific instructions in nested AGENTS.md files:
<!-- frontend/AGENTS.md -->
# Frontend Context
- Use `pnpm` not `npm` for package management
- Components go in `src/components/`, pages in `src/app/`
- Use Tailwind CSS, never inline styles
- Run tests with `pnpm test`
<!-- backend/AGENTS.md -->
# Backend Context
- Use `poetry` for dependency management
- Run the dev server with `poetry run uvicorn main:app --reload`
- All endpoints need OpenAPI docstrings
- Database models are in `models/`, schemas in `schemas/`