docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
---
sidebar_position: 8
title: "Context Files"
docs: fix stale and incorrect documentation across 18 files
Cross-referenced all 84 docs pages against the actual codebase and
corrected every discrepancy found.
Reference docs:
- faq.md: Fix non-existent commands (/stats→/usage, /context→/usage,
hermes models→hermes model, hermes config get→hermes config show,
hermes gateway logs→cat gateway.log, async→sync chat() call)
- cli-commands.md: Fix --provider choices list (remove providers not
in argparse), add undocumented -s/--skills flag
- slash-commands.md: Add missing /queue and /resume commands, fix
/approve args_hint to show [session|always]
- tools-reference.md: Remove duplicate vision and web toolset sections
- environment-variables.md: Fix HERMES_INFERENCE_PROVIDER list (add
copilot-acp, remove alibaba to match actual argparse choices)
Configuration & user guide:
- configuration.md: Fix approval_mode→approvals.mode (manual not ask),
checkpoints.enabled default true not false, human_delay defaults
(500/2000→800/2500), remove non-existent delegation.max_iterations
and delegation.default_toolsets, fix website_blocklist nesting
under security:, add .hermes.md and CLAUDE.md to context files
table with priority system explanation
- security.md: Fix website_blocklist nesting under security:
- context-files.md: Add .hermes.md/HERMES.md and CLAUDE.md support,
document priority-based first-match-wins loading behavior
- cli.md: Fix personalities config nesting (top-level, not under agent:)
- delegation.md: Fix model override docs (config-level, not per-call
tool parameter)
- rl-training.md: Fix log directory (tinker-atropos/logs/→
~/.hermes/logs/rl_training/)
- tts.md: Fix Discord delivery format (voice bubble with fallback,
not just file attachment)
- git-worktrees.md: Remove outdated v0.2.0 version reference
Developer guide:
- prompt-assembly.md: Add .hermes.md, CLAUDE.md, document priority
system for context files
- agent-loop.md: Fix callback list (remove non-existent
message_callback, add stream_delta_callback, tool_gen_callback,
status_callback)
Messaging & guides:
- webhooks.md: Fix command (hermes setup gateway→hermes gateway setup)
- tips.md: Fix session idle timeout (120min→24h), config file
(gateway.json→config.yaml)
- build-a-hermes-plugin.md: Fix plugin.yaml provides: format
(provides_tools/provides_hooks as lists), note register_command()
as not yet implemented
2026-03-24 07:53:07 -07:00
description: "Project context files — .hermes.md, AGENTS.md, CLAUDE.md, global SOUL.md, and .cursorrules — automatically injected into every conversation"
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
---
# Context Files
2026-03-14 09:37:26 -07:00
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.
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
## Supported Context Files
| File | Purpose | Discovery |
docs: fix stale and incorrect documentation across 18 files
Cross-referenced all 84 docs pages against the actual codebase and
corrected every discrepancy found.
Reference docs:
- faq.md: Fix non-existent commands (/stats→/usage, /context→/usage,
hermes models→hermes model, hermes config get→hermes config show,
hermes gateway logs→cat gateway.log, async→sync chat() call)
- cli-commands.md: Fix --provider choices list (remove providers not
in argparse), add undocumented -s/--skills flag
- slash-commands.md: Add missing /queue and /resume commands, fix
/approve args_hint to show [session|always]
- tools-reference.md: Remove duplicate vision and web toolset sections
- environment-variables.md: Fix HERMES_INFERENCE_PROVIDER list (add
copilot-acp, remove alibaba to match actual argparse choices)
Configuration & user guide:
- configuration.md: Fix approval_mode→approvals.mode (manual not ask),
checkpoints.enabled default true not false, human_delay defaults
(500/2000→800/2500), remove non-existent delegation.max_iterations
and delegation.default_toolsets, fix website_blocklist nesting
under security:, add .hermes.md and CLAUDE.md to context files
table with priority system explanation
- security.md: Fix website_blocklist nesting under security:
- context-files.md: Add .hermes.md/HERMES.md and CLAUDE.md support,
document priority-based first-match-wins loading behavior
- cli.md: Fix personalities config nesting (top-level, not under agent:)
- delegation.md: Fix model override docs (config-level, not per-call
tool parameter)
- rl-training.md: Fix log directory (tinker-atropos/logs/→
~/.hermes/logs/rl_training/)
- tts.md: Fix Discord delivery format (voice bubble with fallback,
not just file attachment)
- git-worktrees.md: Remove outdated v0.2.0 version reference
Developer guide:
- prompt-assembly.md: Add .hermes.md, CLAUDE.md, document priority
system for context files
- agent-loop.md: Fix callback list (remove non-existent
message_callback, add stream_delta_callback, tool_gen_callback,
status_callback)
Messaging & guides:
- webhooks.md: Fix command (hermes setup gateway→hermes gateway setup)
- tips.md: Fix session idle timeout (120min→24h), config file
(gateway.json→config.yaml)
- build-a-hermes-plugin.md: Fix plugin.yaml provides: format
(provides_tools/provides_hooks as lists), note register_command()
as not yet implemented
2026-03-24 07:53:07 -07:00
|------|---------|-----------|
| * * .hermes.md** / **HERMES.md ** | Project instructions (highest priority) | Walks to git root |
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
| **AGENTS.md ** | Project instructions, conventions, architecture | CWD at startup + subdirectories progressively |
| **CLAUDE.md ** | Claude Code context files (also detected) | CWD at startup + subdirectories progressively |
2026-03-14 09:37:26 -07:00
| **SOUL.md ** | Global personality and tone customization for this Hermes instance | `HERMES_HOME/SOUL.md` only |
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
| * * .cursorrules** | Cursor IDE coding conventions | CWD only |
| * * .cursor/rules/*.mdc** | Cursor IDE rule modules | CWD only |
docs: fix stale and incorrect documentation across 18 files
Cross-referenced all 84 docs pages against the actual codebase and
corrected every discrepancy found.
Reference docs:
- faq.md: Fix non-existent commands (/stats→/usage, /context→/usage,
hermes models→hermes model, hermes config get→hermes config show,
hermes gateway logs→cat gateway.log, async→sync chat() call)
- cli-commands.md: Fix --provider choices list (remove providers not
in argparse), add undocumented -s/--skills flag
- slash-commands.md: Add missing /queue and /resume commands, fix
/approve args_hint to show [session|always]
- tools-reference.md: Remove duplicate vision and web toolset sections
- environment-variables.md: Fix HERMES_INFERENCE_PROVIDER list (add
copilot-acp, remove alibaba to match actual argparse choices)
Configuration & user guide:
- configuration.md: Fix approval_mode→approvals.mode (manual not ask),
checkpoints.enabled default true not false, human_delay defaults
(500/2000→800/2500), remove non-existent delegation.max_iterations
and delegation.default_toolsets, fix website_blocklist nesting
under security:, add .hermes.md and CLAUDE.md to context files
table with priority system explanation
- security.md: Fix website_blocklist nesting under security:
- context-files.md: Add .hermes.md/HERMES.md and CLAUDE.md support,
document priority-based first-match-wins loading behavior
- cli.md: Fix personalities config nesting (top-level, not under agent:)
- delegation.md: Fix model override docs (config-level, not per-call
tool parameter)
- rl-training.md: Fix log directory (tinker-atropos/logs/→
~/.hermes/logs/rl_training/)
- tts.md: Fix Discord delivery format (voice bubble with fallback,
not just file attachment)
- git-worktrees.md: Remove outdated v0.2.0 version reference
Developer guide:
- prompt-assembly.md: Add .hermes.md, CLAUDE.md, document priority
system for context files
- agent-loop.md: Fix callback list (remove non-existent
message_callback, add stream_delta_callback, tool_gen_callback,
status_callback)
Messaging & guides:
- webhooks.md: Fix command (hermes setup gateway→hermes gateway setup)
- tips.md: Fix session idle timeout (120min→24h), config file
(gateway.json→config.yaml)
- build-a-hermes-plugin.md: Fix plugin.yaml provides: format
(provides_tools/provides_hooks as lists), note register_command()
as not yet implemented
2026-03-24 07:53:07 -07:00
:::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 ).
:::
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
## 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.
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
### Progressive Subdirectory Discovery
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
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.
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
```
my-project/
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
├── AGENTS.md ← Loaded at startup (system prompt)
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
├── frontend/
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
│ └── AGENTS.md ← Discovered when agent reads frontend/ files
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
├── backend/
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
│ └── AGENTS.md ← Discovered when agent reads backend/ files
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
└── shared/
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
└── AGENTS.md ← Discovered when agent reads shared/ files
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
```
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
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.
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
:::info
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
Subdirectory context files go through the same [security scan ](#security-prompt-injection-protection ) as startup context files. Malicious files are blocked.
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
:::
### Example AGENTS.md
```markdown
# 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 ](/docs/user-guide/features/personality ) page for full details.
2026-03-14 09:37:26 -07:00
**Location:**
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
2026-03-14 09:37:26 -07:00
- `~/.hermes/SOUL.md`
- or `$HERMES_HOME/SOUL.md` if you run Hermes with a custom home directory
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
2026-03-14 09:37:26 -07:00
Important details:
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
2026-03-14 09:37:26 -07:00
- Hermes seeds a default `SOUL.md` automatically if one does not exist yet
- Hermes loads `SOUL.md` only from `HERMES_HOME`
- Hermes does not probe the working directory for `SOUL.md`
- If the file is empty, nothing from `SOUL.md` is added to the prompt
- If the file has content, the content is injected verbatim after scanning and truncation
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
## .cursorrules
docs: fix stale and incorrect documentation across 18 files
Cross-referenced all 84 docs pages against the actual codebase and
corrected every discrepancy found.
Reference docs:
- faq.md: Fix non-existent commands (/stats→/usage, /context→/usage,
hermes models→hermes model, hermes config get→hermes config show,
hermes gateway logs→cat gateway.log, async→sync chat() call)
- cli-commands.md: Fix --provider choices list (remove providers not
in argparse), add undocumented -s/--skills flag
- slash-commands.md: Add missing /queue and /resume commands, fix
/approve args_hint to show [session|always]
- tools-reference.md: Remove duplicate vision and web toolset sections
- environment-variables.md: Fix HERMES_INFERENCE_PROVIDER list (add
copilot-acp, remove alibaba to match actual argparse choices)
Configuration & user guide:
- configuration.md: Fix approval_mode→approvals.mode (manual not ask),
checkpoints.enabled default true not false, human_delay defaults
(500/2000→800/2500), remove non-existent delegation.max_iterations
and delegation.default_toolsets, fix website_blocklist nesting
under security:, add .hermes.md and CLAUDE.md to context files
table with priority system explanation
- security.md: Fix website_blocklist nesting under security:
- context-files.md: Add .hermes.md/HERMES.md and CLAUDE.md support,
document priority-based first-match-wins loading behavior
- cli.md: Fix personalities config nesting (top-level, not under agent:)
- delegation.md: Fix model override docs (config-level, not per-call
tool parameter)
- rl-training.md: Fix log directory (tinker-atropos/logs/→
~/.hermes/logs/rl_training/)
- tts.md: Fix Discord delivery format (voice bubble with fallback,
not just file attachment)
- git-worktrees.md: Remove outdated v0.2.0 version reference
Developer guide:
- prompt-assembly.md: Add .hermes.md, CLAUDE.md, document priority
system for context files
- agent-loop.md: Fix callback list (remove non-existent
message_callback, add stream_delta_callback, tool_gen_callback,
status_callback)
Messaging & guides:
- webhooks.md: Fix command (hermes setup gateway→hermes gateway setup)
- tips.md: Fix session idle timeout (120min→24h), config file
(gateway.json→config.yaml)
- build-a-hermes-plugin.md: Fix plugin.yaml provides: format
(provides_tools/provides_hooks as lists), note register_command()
as not yet implemented
2026-03-24 07:53:07 -07:00
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.
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
This means your existing Cursor conventions automatically apply when using Hermes.
## How Context Files Are Loaded
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
### At startup (system prompt)
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
Context files are loaded by `build_context_files_prompt()` in `agent/prompt_builder.py` :
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
1. **Scan working directory ** — checks for `.hermes.md` → `AGENTS.md` → `CLAUDE.md` → `.cursorrules` (first match wins)
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
2. **Content is read ** — each file is read as UTF-8 text
3. **Security scan ** — content is checked for prompt injection patterns
4. **Truncation ** — files exceeding 20,000 characters are head/tail truncated (70% head, 20% tail, with a marker in the middle)
5. **Assembly ** — all sections are combined under a `# Project Context` header
6. **Injection ** — the assembled content is added to the system prompt
feat: progressive subdirectory hint discovery (#5291)
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.
2026-04-05 12:33:47 -07:00
### During the session (progressive discovery)
`SubdirectoryHintTracker` in `agent/subdirectory_hints.py` watches tool call arguments for file paths:
1. **Path extraction ** — after each tool call, file paths are extracted from arguments (`path` , `workdir` , shell commands)
2. **Ancestor walk ** — the directory and up to 5 parent directories are checked (stopping at already-visited directories)
3. **Hint loading ** — if an `AGENTS.md` , `CLAUDE.md` , or `.cursorrules` is found, it's loaded (first match per directory)
4. **Security scan ** — same prompt injection scan as startup files
5. **Truncation ** — capped at 8,000 characters per file
6. **Injection ** — appended to the tool result, so the model sees it in context naturally
2026-03-14 09:37:26 -07:00
The final prompt section looks roughly like:
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
2026-03-14 22:49:57 -07:00
```text
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
# 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]
```
2026-03-14 09:37:26 -07:00
Notice that SOUL content is inserted directly, without extra wrapper text.
docs: add 11 new pages + expand 4 existing pages (26 → 37 total)
New pages (sourced from actual codebase):
- Security: command approval, DM pairing, container isolation, production checklist
- Session Management: resume, export, prune, search, per-platform tracking
- Context Files: AGENTS.md project context, discovery, size limits, security
- Personality: SOUL.md, 14 built-in personalities, custom definitions
- Browser Automation: Browserbase setup, 10 browser tools, stealth mode
- Image Generation: FLUX 2 Pro via FAL, aspect ratios, auto-upscaling
- Provider Routing: OpenRouter sort/only/ignore/order config
- Honcho: AI-native memory integration, setup, peer config
- Home Assistant: HASS setup, 4 HA tools, WebSocket gateway
- Batch Processing: trajectory generation, dataset format, checkpointing
- RL Training: Atropos/Tinker integration, environments, workflow
Expanded pages:
- code-execution: 51 → 195 lines (examples, limits, security, comparison table)
- delegation: 60 → 216 lines (context tips, batch mode, model override)
- cron: 88 → 273 lines (real-world examples, delivery options, expression cheat sheet)
- memory: 98 → 249 lines (best practices, capacity management, examples)
2026-03-05 07:28:41 -08:00
## 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
1. **Keep it concise ** — stay well under 20K chars; the agent reads it every turn
2. **Structure with headers ** — use `##` sections for architecture, conventions, important notes
3. **Include concrete examples ** — show preferred code patterns, API shapes, naming conventions
4. **Mention what NOT to do ** — "never modify migration files directly"
5. **List key paths and ports ** — the agent uses these for terminal commands
6. **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:
```markdown
<!-- 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`
```
```markdown
<!-- 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/`
```