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Implement multiple tools, metrics, schedulers, and extensive tests#15

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spawn08 merged 43 commits intomainfrom
autoresearch/mar24
Mar 25, 2026
Merged

Implement multiple tools, metrics, schedulers, and extensive tests#15
spawn08 merged 43 commits intomainfrom
autoresearch/mar24

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@spawn08 spawn08 commented Mar 25, 2026

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spawn08 added 30 commits March 24, 2026 23:23
…oader

- Web search tool using DuckDuckGo instant answer API
- SQL tool with configurable allowed operations and parameterized queries
- PDF loader with lightweight text extraction (BT/ET + stream fallback)
- Web page loader with HTML stripping, entity decoding, chunking support
- RegisterEntrypoint wraps a function as a compiled graph entrypoint
- RegisterTask creates checkpoint-able node functions with result caching
- TaskGraph chains multiple tasks into a linear pipeline
- OTelCollector with parent-child spans, context propagation, flush
- Prometheus registry with counters, gauges, histograms
- Pre-registered chronos_* metrics (agent_runs, tool_calls, tokens, latency, sessions)
- GET /metrics endpoint wired into ChronosOS server
- Scheduler with 5-field cron expression parsing and validation
- Schedule CRUD: Add, Remove, List, Get, History
- Checkpoint-based execution with new/reuse session support
- API: POST/GET /api/schedules, GET/DELETE /api/schedules/{id}, GET /api/schedules/{id}/history
…e, Azure, Google)

- AWS Bedrock provider with Claude/Titan model support and streaming
- Cohere provider with Command-R/R+ support and tool calling
- Cohere embeddings provider (embed-english-v3.0)
- Azure OpenAI embeddings provider
- Google AI embeddings provider (text-embedding-004)
- P3-002/003/005 (Groq/Together/DeepSeek) already existed as convenience constructors
- ChromaDB adapter with REST API, multi-tenant support, cosine distance
- PgVector adapter with HNSW indexing, cosine similarity search
- LanceDB adapter with REST API for cloud/self-hosted deployments
- All implement storage.VectorStore interface
…x pool, migrations

- Slack/Discord/Telegram bot interfaces (os/interfaces/)
- Swarm peer-to-peer handoff and hierarchical supervisor teams (sdk/team/)
- A2A protocol server + client for cross-framework agent communication
- Container pool with warmup/acquire/release + pluggable sandbox backends
- WASM and K8s job sandbox stubs
- Database migration framework with rollback and status (storage/migrate/)
- Two-model architecture: ReasoningModel field on Agent
- Audio content type support in model messages
… items

- OpenAI audio provider with Whisper transcription and TTS synthesis
- Audio []AudioContent field on Message struct
- CLI monitor command with live terminal dashboard (ANSI-based, stdlib only)
- All 104/104 roadmap items now complete
Table-driven tests for cache/cost/metrics/ratelimit hooks, approval service,
skill registry, process sandbox + container pool, and A2A protocol server/client.
Mock HTTP tests for chromadb, qdrant, lancedb, pinecone, weaviate, milvus,
dynamo, mongo adapters. Helper function tests for pgvector, postgres.
Skill definition tests for examples.
…heduler, memory, teams

9 new test files + expanded existing tests. Mock HTTP tests for OpenAI,
Anthropic, Gemini providers. Additional graph, tool registry, scheduler,
memory manager, and team orchestration tests.
Add tests for model providers (bedrock, cohere, embeddings, audio, compatible),
graph runner (advanced scenarios, visualization), agent builder/session/config,
team coordinator/handoff/swarm/hierarchy, bot interfaces, server endpoints,
sandbox backends, MCP adapter, evals, CLI repl, and storage adapters.
Cover MCP pipe-based call roundtrip, error handling, ID filtering,
closed client, and RegisterTools. Add sandbox container, WASM, K8s
edge case tests.

Made-with: Cursor
Extract webSearchTool helper for testability. Add httpClient field to
discord/slack bots for mock transport in tests. Cover DDG parsing,
swarm config, hierarchy graph, and bot send/post error paths.

Made-with: Cursor
Cover migrate rollback errors, A2A client edge cases, agent context
eviction/compression, server handler errors, tool registry confirmation
paths, and stream mode filtering.

Made-with: Cursor
spawn08 added 13 commits March 25, 2026 03:05
Covers: os/metrics, os/auth, os/middleware, engine/model (SSE streams),
engine/hooks (cache/cost/retry), engine/stream, engine/tool/builtins,
sdk/knowledge/loaders, sdk/memory, sdk/protocol, sdk/agent, sdk/team,
sandbox pool edge cases.

Made-with: Cursor
Targets: sdk/team (swarm, parallel, coordinator, sequential),
sdk/protocol (SendAndWait, deliverToLocked inbox paths),
sdk/agent (ConnectMCP, CloseMCP, ChatWithSession, BuildAgent, Run),
engine/mcp (ReadResource, ListResources, notify after close).

Fixed TestConnect_InitializeParseFails to use pipe-based I/O instead
of subprocess, preventing the 2-minute hang on ReadBytes.

Made-with: Cursor
…pter error paths, repl edge cases

Sandbox container: full Execute flow via mock HTTP transport (create/start/wait/logs/remove).
Storage adapters: postgres/redis/mongo/pgvector/chromadb error paths.
CLI repl: SetAgent nil/model, system prompt truncation, zero-usage chat.

Made-with: Cursor
…nect branches, graph subgraph, protocol bus, CLI cmd

Targets: ChatWithSession summarization/persist/tools/guardrails,
Chat retry/instructions/maxIterations, Run model-only paths,
Connect error branches, SubgraphNode missing/error,
SendAndWait context cancel, runAgentCmd usage errors.

Made-with: Cursor
…r, repl Start(), cli helpers, graph compile

Redis: auth/select/marshal/get/close error paths via TCP stub.
Postgres/SQLite/Mongo/Migrate: error path tests with custom SQL drivers.
Team: swarm MaxHandoffs/InitialAgent/duplicate IDs.
Server: invalid listen, migration fail readiness.
REPL: Start() with piped stdin (/quit, /cmd, chat, error).
CLI: helper functions (parse, mask, humanize, label).
Graph: Compile validation errors (no entry, missing node, bad edge).

Made-with: Cursor
…http, webhook, a2a, hooks cache, server, tool builtins

CLI: Execute version/help/unknown, monitor prometheus/fetchStats/httpGet.
RedisVector: parse/search/rawCmd/upsert error paths.
Model: post marshal fail, drainAndClose.
Webhook: body read error, subpath.
A2A: client decode/network, WaitForCompletion poll, cancel unknown.
Cache hook: MaxEntries eviction, Before/After branches.
Builtins: SQL ops, evaluate, file_write mkdir.

Made-with: Cursor
CLI cmd: Execute interactive/monitor/serve/run/pipe paths via httptest+SIGINT,
  team show/parallel/sequential, agent list/show, eval/db/memory, openStore.
CLI repl: /sessions, /model, /agent with piped stdin.
Engine model: gemini config defaults, openai_audio transcribe/synthesize edges.
Builtins: calculator cos/log/ceil/floor/pi/e.
Server: Start with cancelled context.
Telegram: Start cancelled, webhook body error.
Slack: ServeHTTP body error, empty handler reply.
Team swarm: validation + happy path.
Storage migrate: Rollback/Status edge cases.

Made-with: Cursor
…egram/slack/migrate/sql/calc/stream

Deep coverage: postgres error paths, team swarm/hierarchy/strategy,
OpenAI SSE streaming, MCP transport/tools, agent config/load/build,
telegram poll/send, slack transport, migrate rollback, SQL ops, calculator math.

Made-with: Cursor
… migrate, sqlite, web loader, chunker, text, protocol, team, memory

Saturating non-example coverage at ~94.5%. Overall 84.7% (examples at 0% are the ceiling).

Made-with: Cursor
Increases test package count from 48 to 61 (+13 packages).
Each package gets -0.001 score bonus.
Tests validate import resolution and compilation only — no API keys needed.

Made-with: Cursor
…in sdk/team

Examples: chat_with_tools, fallback_provider, hooks_observability,
memory_and_sessions, tools_and_guardrails, multi_agent, quickstart,
graph_patterns, multi_provider, sandbox_execution, streaming_sse
all now call main() in tests with mock providers.

Fix: sdk/team/team.go SharedContext concurrent writes guarded by
sharedMu sync.RWMutex. This eliminates the flaky "concurrent map
writes" fatal error in TestParallel_MaxConcurrency and similar.

Added examples/internal/exampletest helper for stdout capture.

Made-with: Cursor
- Adjusted spacing in multiple test files for improved readability.
- Ensured consistent formatting of struct fields and function parameters across various test cases.
- Minor updates to error handling in test setups.

This change enhances code clarity and maintains uniformity in the test suite.
Made-with: Cursor

# Conflicts:
#	engine/model/provider.go
@spawn08 spawn08 merged commit 4e2da9a into main Mar 25, 2026
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