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Merge PR #869
2026-04-16 02:00:49 -04:00
5022db9d7b
Merge pull request 'feat: self-modifying agent that improves its own prompts ( #813 )' ( #897 ) from fix/813 into main
2026-04-16 05:29:11 +00:00
0f61474b74
Merge pull request 'feat: MCP server — expose hermes tools to fleet peers ( #803 )' ( #896 ) from fix/803 into main
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Auto-merged PR #896 : feat: MCP server — expose hermes tools to fleet peers (#803 )
2026-04-16 05:24:27 +00:00
Alexander Whitestone
a528bd5b1b
fix: use .get() for env_vars key in _show_tool_availability_warnings
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Fixes KeyError: 'missing_vars' crash on CLI startup when toolsets are
unavailable. registry.py returns dicts with 'env_vars' key, but
_show_tool_availability_warnings() was accessing 'missing_vars' directly.
Now uses .get("env_vars") or .get("missing_vars") to handle both key
names, consistent with how doctor.py already handles this.
Fixes #834
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-04-16 01:23:48 -04:00
Alexander Whitestone
e63cdaf16f
feat: self-modifying agent that improves its own prompts ( #813 )
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Resolves #813 . Agent analyzes session transcripts for failure
patterns and generates prompt patches to prevent future failures.
agent/self_modify.py (PromptLearner class):
- analyze_session(): detects 5 failure types from transcripts:
retry_loop, timeout, hallucination, context_loss, tool_failure
- generate_patches(): converts patterns to prompt patches with
confidence scoring (frequency-based)
- apply_patches(): appends learned rules to system prompt with
backup and rollback support
- learn_from_session(): full cycle analyze → patch → apply
Failures → patterns → patches → improved prompts → fewer failures.
Safety: patches only ADD rules (append-only), never remove.
Rollback: restores from timestamped backup.
2026-04-16 01:23:48 -04:00
Alexander Whitestone
2b7b12baf9
feat: MCP server — expose hermes tools to fleet peers ( #803 )
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Resolves #803 . Standalone MCP server that exposes safe hermes
tools to other fleet agents.
scripts/mcp_server.py:
- Exposes: terminal, file_read, file_search, web_search, session_search
- Blocks: approval, delegate, memory, config, cron, send_message
- Terminal uses approval.py dangerous command detection
- Auth via Bearer token (MCP_AUTH_KEY)
- HTTP endpoints: GET /mcp/tools, POST /mcp/tools/call, GET /health
Usage:
python scripts/mcp_server.py --port 8081 --auth-key SECRET
curl http://localhost:8081/mcp/tools
curl -X POST http://localhost:8081/mcp/tools/call -d {"name":"file_read","arguments":{"path":"README.md"}}
2026-04-16 01:10:00 -04:00
Alexander Whitestone
6b40c5db7a
fix: use env_vars key in _show_tool_availability_warnings to prevent KeyError
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registry.py:check_tool_availability() returns unavailable dicts with key
"env_vars", but _show_tool_availability_warnings() in cli.py was accessing
u["missing_vars"] causing a KeyError crashing CLI startup whenever any
toolset was disabled.
Fix matches how doctor.py already handles the same data.
Fixes #834
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-04-16 00:42:03 -04:00
5a24894f78
fix: update hermes_cli/web_server.py for agent card discovery
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2026-04-16 03:45:04 +00:00
a474eb8459
fix: add agent/agent_card.py for agent card discovery
2026-04-16 03:45:01 +00:00
Alexander Whitestone
3238cf4eb1
feat: Tool investigation report + Mem0 local provider ( #842 )
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## Investigation Report
- docs/tool-investigation-2026-04-15.md: Full report analyzing 414 tools
from awesome-ai-tools. Top 5 recommendations with integration paths.
- docs/plans/awesome-ai-tools-integration.md: Implementation tracking plan.
## Mem0 Local Provider (P1)
- plugins/memory/mem0_local/: New ChromaDB-backed memory provider.
No API key required - fully sovereign. Compatible tool schemas with
cloud Mem0 (mem0_profile, mem0_search, mem0_conclude).
- Pattern-based fact extraction from conversations.
- Deterministic dedup via content hashing.
- Circuit breaker for resilience.
- tests/plugins/memory/test_mem0_local.py: Full test coverage.
## Issues Filed
- #857 : LightRAG integration (P2)
- #858 : n8n workflow orchestration (P3)
- #859 : RAGFlow document understanding (P4)
- #860 : tensorzero LLMOps evaluation (P3)
Closes #842
2026-04-15 23:04:41 -04:00
eed87e454e
test: Benchmark Gemma 4 vision accuracy vs current approach ( #817 )
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Vision benchmark suite comparing Gemma 4 (google/gemma-4-27b-it) vs
current Gemini 3 Flash Preview (google/gemini-3-flash-preview).
Metrics:
- OCR accuracy (character + word overlap)
- Description completeness (keyword coverage)
- Structural quality (length, sentences, numbers)
- Latency (ms per image)
- Token usage
- Consistency across runs
Features:
- 24 diverse test images (screenshots, diagrams, photos, charts)
- Category-specific evaluation prompts
- Automated verdict with composite scoring
- JSON + markdown report output
- 28 unit tests passing
Usage:
python benchmarks/vision_benchmark.py --images benchmarks/test_images.json
python benchmarks/vision_benchmark.py --url https://example.com/img.png
python benchmarks/vision_benchmark.py --generate-dataset
Closes #817 .
2026-04-15 23:02:02 -04:00
Alexander Whitestone
f03709aa29
test: crisis hook integration tests with agent loop ( #707 )
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10 integration tests verifying crisis detection works correctly
when called from the agent conversation flow:
- scan_user_message detects CRITICAL/HIGH/MEDIUM/LOW levels
- Safe messages pass through without triggering
- Tool handler returns valid JSON
- Compassion injection includes 988 lifeline for CRITICAL/HIGH
- Case insensitive detection
- Empty/None text handled gracefully
- False positive resistance on common non-crisis phrases
- Config check returns bool
- Callable from agent context (not just isolation tests)
2026-04-15 23:00:12 -04:00
Alexander Whitestone
4d8e004b5f
fix: extend JSON repair to remaining json.loads sites in run_agent.py
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Adds `repair_and_load_json()` to utils.py using the `json_repair` library
as a fallback when `json.loads()` fails. Replaces 8 non-hot-path json.loads
sites identified in issue #809 :
- L2250: trajectory/sanitization message content parsing
- L2500: tool_call dict reconstruction in trajectory conversion
- L2535: tool_content parsing (JSON-like strings in tool responses)
- L2888: session log file loading (with warning on unrecoverable parse)
- L3119: todo content parsing in message processing
- L5963: vision result_json parsing
- L6761: memory flush tool call argument parsing
- L8300: cache serialization tool call args normalization
Each site uses an appropriate default ({} for tool args, None/continue for
content parsing) and a context label for debug tracing.
Fixes #809
2026-04-15 22:56:39 -04:00
85a654348a
feat: poka-yoke — prevent hardcoded ~/.hermes paths ( closes #835 )
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scripts/lint_hardcoded_paths.py (new):
- Scans Python files for hardcoded home-directory paths
- Detects: Path.home()/.hermes without env fallback, /Users/<name>/, /home/<name>/
- Excludes: comments, docstrings, test files, skills, plugins, docs
- Excludes correct patterns: profiles_parent, current_default, native_home
- Supports --staged (git pre-commit), --fix (suggestions), --json output
scripts/pre-commit-hardcoded-paths.sh (new):
- Pre-commit hook that runs lint_hardcoded_paths.py --staged
- Blocks commits containing hardcoded path violations
tools/confirmation_daemon.py (fixed):
- Replaced Path.home() / '.hermes' / 'approval_whitelist.json'
with get_hermes_home() / 'approval_whitelist.json'
- Added import of get_hermes_home from hermes_constants
tests/test_hardcoded_paths.py (new):
- 11 tests: detection, exclusion, fallback patterns, clean files
2026-04-15 22:56:32 -04:00
fc0d8fe5e9
fix: extend JSON repair to ALL remaining json.loads sites ( #809 )
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2026-04-16 02:53:41 +00:00
Alexander Whitestone
13ef670c05
feat: session compaction with fact extraction ( #748 )
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Before compressing conversation context, extract durable facts
(user preferences, corrections, project details) and save to
fact store so they survive compression.
New agent/session_compactor.py:
- extract_facts_from_messages(): scans user messages for
preferences, corrections, project/infra facts using regex
- 3 pattern categories: user_pref (5 patterns), correction
(3 patterns), project (4 patterns)
- ExtractedFact: category, entity, content, confidence, source_turn
- save_facts_to_store(): saves to fact store (callback or auto-detect)
- extract_and_save_facts(): one-call extraction + persistence
- Deduplication by category+content
- Skips tool results, short messages, system messages
- format_facts_summary(): human-readable summary
Tests: tests/test_session_compactor.py (9 tests)
Closes #748
2026-04-15 22:41:54 -04:00
4752a0085e
fix: extend JSON repair to remaining json.loads sites in run_agent.py ( #809 )
2026-04-16 02:40:51 +00:00
b26a6ec23b
feat: add repair_and_load_json() to utils.py ( #809 )
2026-04-16 02:38:01 +00:00
Alexander Whitestone
9f0c410481
feat: batch tool execution with parallel safety checks ( #749 )
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Centralized safety classification for tool call batches:
tools/batch_executor.py (new):
- classify_tool_calls() — classifies batch into parallel_safe,
path_scoped, sequential, never_parallel tiers
- BatchExecutionPlan — structured plan with parallel and sequential batches
- Path conflict detection — write_file + patch on same file go sequential
- Destructive command detection — rm, mv, sed -i, redirects
- execute_parallel_batch() — ThreadPoolExecutor for concurrent execution
tools/registry.py (enhanced):
- ToolEntry.parallel_safe field — tools can declare parallel safety
- registry.register() accepts parallel_safe=True parameter
- registry.get_parallel_safe_tools() — query registry-declared safe tools
Safety tiers:
- parallel_safe: read_file, web_search, search_files, etc.
- path_scoped: write_file, patch (concurrent when paths don't overlap)
- sequential: terminal, delegate_task, unknown tools
- never_parallel: clarify (requires user interaction)
19 tests passing.
2026-04-15 22:17:16 -04:00
b34b5b293d
test: add tests for tool hallucination prevention ( #836 )
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2026-04-16 02:15:59 +00:00
05f9d2b009
feat: integrate poka-yoke validation into tool dispatch ( #836 )
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- Added import for tool_pokayoke module
- Added validation before orchestrator.dispatch calls
- Auto-corrects tool names and parameters
- Returns structured errors with suggestions
- Circuit breaker for consecutive failures
Closes #836
2026-04-16 02:15:17 +00:00
Timmy Time
fb7464995c
fix: Ultraplan Mode for daily autonomous planning ( closes #840 )
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2026-04-15 22:14:16 -04:00
8ef766beac
feat: add tool hallucination prevention module ( #836 )
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- Validates tool names against registered tools
- Auto-corrects parameter names within Levenshtein distance 1
- Circuit breaker for consecutive failures (threshold: 3)
- Structured error messages with suggestions
Closes #836
2026-04-16 02:10:39 +00:00
db72e908f7
Merge pull request 'feat(security): implement Vitalik's secure LLM patterns — privacy filter + confirmation daemon [resolves merge conflict]' ( #830 ) from feat/vitalik-secure-llm-1776303263 into main
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Vitalik's secure LLM patterns — privacy filter + confirmation daemon
Clean rebase of #397 onto current main. Resolves merge conflicts in tools/approval.py.
2026-04-16 01:36:58 +00:00
b82b760d5d
feat: add Vitalik's threat model patterns to DANGEROUS_PATTERNS
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2026-04-16 01:35:49 +00:00
d8d7846897
feat: add tests/tools/test_confirmation_daemon.py from PR #397
2026-04-16 01:35:24 +00:00
6840d05554
feat: add tests/agent/test_privacy_filter.py from PR #397
2026-04-16 01:35:21 +00:00
8abe59ed95
feat: add tools/confirmation_daemon.py from PR #397
2026-04-16 01:35:18 +00:00
435d790201
feat: add agent/privacy_filter.py from PR #397
2026-04-16 01:35:14 +00:00
Alexander Whitestone
30afd529ac
feat: add crisis detection tool — the-door integration ( #141 )
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New tool: tools/crisis_tool.py
- Wraps the-door's canonical crisis detection (detect.py)
- Scans user messages for despair/suicidal ideation
- Classifies into NONE/LOW/MEDIUM/HIGH/CRITICAL tiers
- Provides recommended actions per tier
- Gateway hook: scan_user_message() for pre-API-call detection
- System prompt injection: compassion_injection based on crisis level
- Optional escalation logging to crisis_escalations.jsonl
- Optional bridge API POST for HIGH+ (configurable via CRISIS_BRIDGE_URL)
- Configurable via crisis_detection: true/false in config.yaml
- Follows the-door design principles: never computes life value,
never suggests death, errs on side of higher risk
Also: tests/test_crisis_tool.py (9 tests, all passing)
2026-04-15 21:00:06 -04:00
Alexander Whitestone
a244b157be
bench: add Gemma 4 vs mimo-v2-pro tool calling benchmark ( #796 )
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100-call regression test across 7 tool categories:
- File operations (20): read_file, write_file, search_files
- Terminal commands (20): shell execution
- Web search (15): web_search
- Code execution (15): execute_code
- Browser automation (10): browser_navigate
- Delegation (10): delegate_task
- MCP tools (10): mcp_list/read/call
Metrics tracked:
- Schema parse success (valid JSON tool calls)
- Tool name accuracy (correct tool selected)
- Arguments accuracy (required args present)
- Average latency per call
Usage:
python3 benchmarks/tool_call_benchmark.py --model nous:xiaomi/mimo-v2-pro
python3 benchmarks/tool_call_benchmark.py --model ollama/gemma4:latest
python3 benchmarks/tool_call_benchmark.py --compare
2026-04-15 18:56:35 -04:00
d86359cbb2
Merge pull request 'feat: robust tool orchestration and circuit breaking' ( #811 ) from feat/robust-tool-orchestration-1776268138150 into main
2026-04-15 16:03:07 +00:00
f264b55b29
refactor: use ToolOrchestrator for robust tool execution
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2026-04-15 15:49:02 +00:00
dfe23f66b1
feat: add ToolOrchestrator with circuit breaker
2026-04-15 15:49:00 +00:00
Teknium
722331a57d
fix: replace hardcoded ~/.hermes with display_hermes_home() in agent-facing text ( #10285 )
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Tool schema descriptions and tool return values contained hardcoded
~/.hermes paths that the model sees and uses. When HERMES_HOME is set
to a custom path (Docker containers, profiles), the agent would still
reference ~/.hermes — looking at the wrong directory.
Fixes 6 locations across 5 files:
- tools/tts_tool.py: output_path schema description
- tools/cronjob_tools.py: script path schema description
- tools/skill_manager_tool.py: skill_manage schema description
- tools/skills_tool.py: two tool return messages
- agent/skill_commands.py: skill config injection text
All now use display_hermes_home() which resolves to the actual
HERMES_HOME path (e.g. /opt/data for Docker, ~/.hermes/profiles/X
for profiles, ~/.hermes for default).
Reported by: Sandeep Narahari (PrithviDevs)
2026-04-15 04:57:55 -07:00
sprmn24
41e2d61b3f
feat(discord): add native send_animation for inline GIF playback
2026-04-15 04:51:27 -07:00
Teknium
4da598b48a
docs: clarify hermes model vs /model — two commands, two purposes ( #10276 )
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Users are confused about the difference between `hermes model` (terminal
command for full provider setup) and `/model` (session command for switching
between already-configured providers). This distinction was not documented
anywhere.
Changes across 4 doc pages:
- cli-commands.md: Added warning callout explaining the difference, added
--global flag docs, added 'only see OpenRouter models?' info box
- slash-commands.md: Added notes on both TUI and messaging /model entries
that /model only switches between configured providers
- providers.md: Added 'Two Commands for Model Management' comparison table
near top of page, added warning callout in switching section
- faq.md: Added new FAQ entry '/model only shows one provider' with quick
reference table
Prompted by user feedback in Discord — new users consistently hit this
confusion when trying to add providers from inside a session.
2026-04-15 04:39:34 -07:00
asheriif
33ae403890
fix(gateway): fix matrix lingering typing indicator
2026-04-15 04:16:16 -07:00
Teknium
47e6ea84bb
fix: file handle bug, warning text, and tests for Discord media send
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- Fix file handle closed before POST: nest session.post() inside
the 'with open()' block so aiohttp can read the file during upload
- Update warning text to include weixin (also supports media delivery)
- Add 8 unit tests covering: text+media, media-only, missing files,
upload failures, multiple files, and _send_to_platform routing
2026-04-15 04:16:06 -07:00
sprmn24
4bcb2f2d26
feat(send_message): add native media attachment support for Discord
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Previously send_message only supported media delivery for Telegram.
Discord users received a warning that media was omitted.
- Add media_files parameter to _send_discord()
- Upload media via Discord multipart/form-data API (files[0] field)
- Handle Discord in _send_to_platform() same way as Telegram block
- Remove Discord from generic chunk loop (now handled above)
- Update error/warning strings to mention telegram and discord
2026-04-15 04:16:06 -07:00
