Skip to content
OpenJarvis
Index
Initializing search
open-jarvis/OpenJarvis
Home
Getting Started
Tutorials
Architecture
API Reference
User Guide
Leaderboard
Roadmap
Development
OpenJarvis
open-jarvis/OpenJarvis
Home
Getting Started
Getting Started
Installation
macOS Guide
Quick Start
Code Snippets
Configuration
Tutorials
Tutorials
Deep Research Assistant
Scheduled Personal Ops
Messaging Hub
Code Companion
Architecture
Architecture
Overview
Intelligence
Engine
Agents
Tools & Memory
Learning
Query Flow
Security
Design Principles
API Reference
API Reference
openjarvis
openjarvis
a2a
a2a
client
protocol
server
tool
agents
agents
channel_agent
claude_code
deep_research
digest_store
errors
executor
hybrid
hybrid
advisors
archon
conductor
mini_swe_agent
minions
runner
skillorchestra
toolorchestra
loop_guard
manager
monitor_operative
morning_digest
native_openhands
native_react
openhands
operative
orchestrator
proactive_agent
prompt_loader
research_loop
rlm
rlm_repl
scheduler
simple
templates
analytics
analytics
aggregator
bridge
client
events
identity
redaction
bench
bench
energy
latency
throughput
channels
channels
bluebubbles
discord_channel
email_channel
feishu
gmail
google_chat
imessage_daemon
irc_channel
line_channel
mastodon_channel
matrix_channel
mattermost
messenger_channel
nostr_channel
reddit_channel
rocketchat_channel
sendblue
signal_channel
slack
slack_daemon
teams
telegram
twilio_sms
twitch_channel
twitter_channel
viber_channel
webchat
webhook
whatsapp
whatsapp_baileys
xmpp_channel
zulip_channel
cli
cli
add_cmd
agent_cmd
ask
auth_cmd
bench_cmd
channel_cmd
channels_cmd
chat_cmd
compose_cmd
config_cmd
connect_cmd
daemon_cmd
dashboard
deep_research_setup_cmd
digest_cmd
doctor_cmd
eval_cmd
feedback_cmd
gateway_cmd
hints
host_cmd
init_cmd
log_config
memory_cmd
mine_cmd
model
operators_cmd
optimize_cmd
pearl_cmd
quickstart_cmd
registry_cmd
scan_cmd
scheduler_cmd
self_update_cmd
serve
skill_cmd
telemetry_cmd
tool_cmd
tunnel_cmd
vault_cmd
workflow_cmd
connectors
connectors
apple_contacts
apple_health
apple_music
apple_notes
attachment_store
chunker
dropbox
embedding_store
embeddings
gcalendar
gcontacts
gdrive
github_notifications
gmail
gmail_imap
google_auth
google_tasks
granola
hackernews
hybrid_search
imessage
news_rss
notion
oauth
obsidian
oura
outlook
pipeline
retriever
scheduler
slack_connector
spotify
store
strava
sync_engine
weather
whatsapp
core
core
config
credentials
events
registry
types
daemon
daemon
gateway
service
session_expiry
engine
engine
apple_fm_shim
cloud
gemma_cpp
litellm
multi
nexa_shim
ollama
openai_compat_engines
evals
evals
backends
backends
external
external
_runners
_runners
hermes_runner
hermes_agent
openclaw
jarvis_agent
jarvis_direct
tb_agent
terminalbench_native
cli
comparison
comparison
make_configs
table_gen
third_party
core
core
agentic_runner
backend
config
dataset
display
environment
event_recorder
export
pricing
runner
scorer
splits
trace
tracker
types
datasets
datasets
adp
ama_bench
browser_assistant
coding_assistant
coding_task
daily_digest
deepplanning
doc_qa
email_triage
frames
gaia
generalthoughts
gpqa
hle
ipw_mixed
knowledge_base
lifelong_agent
livecodebench
liveresearch
liveresearchbench
loghub
math500
mmlu_pro
morning_brief
natural_reasoning
paperarena
pinchbench
research_mining
security_scanner
simpleqa
supergpqa
swebench
swefficiency
taubench
terminalbench
terminalbench_native
terminalbench_v2_1
toolcall15
toolorchestra
webchorearena
wildchat
workarena
environments
environments
base
lifelong_agent_env
execution
execution
pinchbench_env
taubench_env
terminalbench_env
terminalbench_v2_1_env
webchorearena_env
workarena_env
scorers
scorers
ama_bench_judge
browser_assistant
coding_assistant
coding_task
daily_digest
deepplanning_scorer
doc_qa
email_triage
frames_judge
gaia_exact
gpqa_mcq
hle_judge
ipw_mixed
knowledge_base
lifelong_agent_scorer
livecodebench
liveresearch
liveresearchbench
loghub_scorer
mmlu_pro_mcq
morning_brief
paperarena_judge
pinchbench
reasoning_judge
research_mining
security_scanner
simpleqa_judge
supergpqa_mcq
swebench_harness
swebench_structural
swefficiency_structural
taubench
terminalbench_judge
terminalbench_native_structural
terminalbench_v2_1
toolcall15
webchorearena_scorer
wildchat_judge
workarena_scorer
skill_benchmark
tests
tests
conftest
test_backends
test_cli_flags
test_config
test_display
test_frames
test_gaia
test_runner
test_supergpqa
test_types
test_wildchat
trackers
trackers
sheets_tracker
wandb_tracker
intelligence
intelligence
model_catalog
learning
learning
agents
agents
ace_optimizer
agent_evolver
dspy_optimizer
gepa_optimizer
skill_discovery
skill_optimizer
intelligence
intelligence
grpo_trainer
orchestrator
orchestrator
environment
grpo_trainer
policy_model
prompt_registry
reward
sft_trainer
types
sft_trainer
learning_orchestrator
optimize
optimize
config
feedback
feedback
collector
judge
llm_optimizer
optimizer
personal
personal
dataset
scorer
synthesizer
search_space
store
trial_runner
types
routing
routing
complexity
heuristic_policy
heuristic_reward
learned_router
router
spec_search
spec_search
checkpoint
checkpoint
store
composite_reward
diagnose
diagnose
runner
teacher_agent
tools
types
execute
execute
appliers
appliers
agent
intelligence
lora_stub
tools
base
loop
external_adapter
gate
gate
benchmark_gate
cold_start
regression
models
multi_session
orchestrator
pending_queue
plan
plan
planner
prompt_diff
risk_tier
storage
storage
paths
session_store
student_runner
triggers
training
training
data
lora
mcp
mcp
client
protocol
server
transport
mining
mining
apple_mps_pearl
cpu_pearl
pools
vllm_pearl
operators
operators
loader
manager
types
prompt
prompt
builder
recipes
recipes
composer
loader
sandbox
sandbox
mount_security
runner
wasm_runner
scheduler
scheduler
scheduler
store
tools
sdk
security
security
audit
boundary
capabilities
credential_stripper
file_policy
file_utils
guardrails
injection_scanner
rate_limiter
scanner
severity_policy
signing
ssrf
subprocess_sandbox
taint
types
server
server
agent_manager_routes
analytics_routes
api_routes
app
approval_routes
auth_middleware
channel_bridge
cloud_router
comparison
connectors_router
cost_calculator
dashboard
digest_routes
middleware
models
research_router
routes
savings
session_store
stream_bridge
upload_router
webhook_routes
ws_bridge
sessions
sessions
compression
session
skills
skills
dependency
executor
importer
loader
manager
overlay
parser
security
sources
sources
base
github
hermes
openclaw
tool_adapter
tool_translator
types
speech
speech
cartesia_tts
deepgram
faster_whisper
kokoro_tts
openai_tts
openai_whisper
tts
system
system
builder
bundles
core
orchestrator
protocols
telemetry
telemetry
aggregator
batch
efficiency
energy_amd
energy_apple
energy_monitor
energy_nvidia
energy_rapl
flops
gpu_monitor
instrumented_engine
itl
phase_metrics
session
steady_state
store
vllm_metrics
wrapper
templates
templates
agent_templates
tools
tools
agent_tools
apply_patch
approval_store
audio_tool
browser
browser_axtree
calculator
channel_tools
code_interpreter
code_interpreter_docker
db_query
description_loader
digest_collect
docker_shell_exec
file_read
file_write
git_tool
http_request
image_tool
knowledge_search
knowledge_sql
knowledge_tools
llm_tool
mcp_adapter
memory_manage
pdf_tool
proactive_tools
repl
retrieval
scan_chunks
shell_exec
skill_manage
storage
storage
bm25
chunking
colbert_backend
context
dense
embeddings
faiss_backend
hybrid
ingest
knowledge_graph
sqlite
storage_tools
templates
templates
loader
text_to_speech
think
user_profile_manage
web_search
traces
traces
analyzer
collector
store
workflow
workflow
builder
engine
graph
loader
types
User Guide
User Guide
CLI
Pearl CLI
Pearl Mining
Pearl Mining on Apple Silicon
Python SDK
Morning Digest
Deep Research
Code Assistant
Scheduled Monitor
Simple Chat
Agents
Channels & Connectors
Tools
Memory
External MCP Servers
Scheduler
Telemetry
Security
LLM-guided spec search
Leaderboard
Roadmap
Development
Development
Mining
Pearl Model Enablement
Table of contents
spec_search
Index
spec_search
¶
LLM
-guided spec search: frontier-driven learning subsystem.
Back to top