Port LEM scoring/training pipeline into CoreGo as pkg/ml with:
- Inference abstraction with HTTP, llama-server, and Ollama backends
- 3-tier scoring engine (heuristic, exact, LLM judge)
- Capability and content probes for model evaluation
- GGUF/safetensors format converters, MLX to PEFT adapter conversion
- DuckDB integration for training data pipeline
- InfluxDB metrics for lab dashboard
- Training data export (JSONL + Parquet)
- Expansion generation pipeline with distributed workers
- 10 CLI commands under 'core ml' (score, probe, export, expand, status, gguf, convert, agent, worker)
- 5 MCP tools (ml_generate, ml_score, ml_probe, ml_status, ml_backends)
All 37 ML tests passing. Binary builds at 138MB with all commands.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Move module identity to our own Forgejo instance. All import paths
updated across 434 Go files, sub-module go.mod files, and go.work.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replace all exec.Command("gh", ...) calls with the existing pkg/forge
wrapper around the Forgejo Go SDK. BugSETI no longer requires the gh
CLI to be installed.
Changes:
- fetcher: use forge.ListIssues/GetIssue instead of gh issue list/view
- submit: use forge.ForkRepo/CreatePullRequest instead of gh pr create
- seeder: use git clone with forge URL + token auth instead of gh clone
- ghcheck: CheckForge() returns *forge.Client via forge.NewFromConfig()
- config: add ForgeURL/ForgeToken fields (GitHubToken kept for migration)
- pkg/forge: add Token(), GetCurrentUser(), ForkRepo(), CreatePullRequest(),
ListIssueComments(), and label filtering to ListIssuesOpts
Co-Authored-By: Virgil <virgil@lethean.io>
Prevent path traversal in Journal.Append() by validating RepoOwner and
RepoName before using them in file paths. Malicious values like
"../../etc/cron.d" could previously write outside the journal baseDir.
Defence layers:
- Reject inputs containing path separators (/ or \)
- Reject ".." and "." traversal components
- Validate against safe character regex ^[a-zA-Z0-9][a-zA-Z0-9._-]*$
- Verify resolved absolute path stays within baseDir
Closes#46
CVSS 6.3 — OWASP A01:2021-Broken Access Control
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Pass the API key via x-goog-api-key HTTP header instead of the URL
query parameter to prevent credential leakage in proxy logs, web
server access logs, and monitoring systems.
Resolves: #47 (CVSS 5.3, OWASP A09:2021)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Implements quota enforcement for agents including daily token limits,
daily job limits, concurrent job caps, model allowlists, and global
per-model budgets. Quota recovery returns 50% for failed jobs and
100% for cancelled jobs.
Go: AllowanceService with MemoryStore, AllowanceStore interface, and
25 tests covering all enforcement paths.
Laravel: migration for 5 tables (agent_allowances, quota_usage,
model_quotas, usage_reports, repo_limits), Eloquent models,
AllowanceService, QuotaMiddleware, and REST API routes.
Closes#99
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Adds FindByForgejoUser() to Spinner so dispatch matches issues
assigned to Forgejo users (Virgil, Claude, Charon) even when the
agent config key differs (e.g. Hypnos → forgejo_user: Claude).
Searches config key first (direct match), then ForgejoUser field.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Adds pkg/ratelimit for Gemini API rate limiting with sliding window
(RPM/TPM/RPD), persistent state, and token counting. Replaces the
bash agent-runner.sh with a native Go implementation under
`core ai dispatch {run,watch,status}` for local queue processing.
Rate limiting:
- Per-model quotas (RPM, TPM, RPD) with 1-minute sliding window
- WaitForCapacity blocks until capacity available or context cancelled
- Persistent state in ~/.core/ratelimits.yaml
- Default quotas for Gemini 3 Pro/Flash, 2.5 Pro, 2.0 Flash/Lite
- CountTokens helper calls Google tokenizer API
- CLI: core ai ratelimits {show,reset,count,config,check}
Dispatch runner:
- core ai dispatch run — process single ticket from queue
- core ai dispatch watch — daemon mode with configurable interval
- core ai dispatch status — show queue/active/done counts
- Supports claude/codex/gemini runners with rate-limited Gemini
- File-based locking with stale PID detection
- Completion handler updates issue labels on success/failure
Closes#42
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replace fmt.Errorf() with structured log.E() errors in agentci, forge,
jobrunner packages. Update PipelineSignal comment to reflect dispatch
fields. Add TODO markers for charmbracelet/ssh migration across all
exec ssh call sites.
Co-Authored-By: Virgil <virgil@lethean.io>
Tickets now carry model (sonnet/haiku/opus) and runner (claude/codex)
fields. agent-runner.sh dispatches to the right backend. Defaults to
claude with sonnet model for cost efficiency.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Config-driven agent targets replace hardcoded map so new agents
can be added via CLI instead of recompiling. Includes setup script
for bootstrapping agent machines and CLI commands for management.
- Add pkg/agentci with config types and CRUD (LoadAgents, SaveAgent, etc.)
- Add CLI: core ai agent {add,list,status,logs,setup,remove}
- Add scripts/agent-setup.sh (SSH bootstrap: dirs, cron, prereq check)
- Headless loads agents from ~/.core/config.yaml
- Dispatch ticket includes forgejo_user for dynamic clone URLs
- agent-runner.sh reads username from ticket JSON, not hardcoded
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Dispatch handler matches child issues that need coding (no PR yet,
assigned to a known agent) and SCPs ticket JSON to the agent's
queue directory via SSH. Includes dedup across queue/active/done
and posts dispatch comments on issues.
- Extend PipelineSignal with NeedsCoding, Assignee, IssueTitle, IssueBody
- Extend ForgejoSource to emit signals for unstarted children
- Add DispatchHandler with Match/Execute (SCP ticket delivery)
- Add agent-runner.sh cron-based queue runner for agent machines
- Wire dispatch handler into headless mode
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Switch Angular from hash-based to path-based routing so each Wails window
(/tray, /main, /settings) loads its correct route. Archive GitHub Actions
workflows to .gh-actions/, update Forgejo deploy registry to dappco.re/osi,
and apply gofmt/alignment fixes across packages.
Co-Authored-By: Virgil <virgil@lethean.io>
Replace all GitHub API and gh CLI dependencies with Forgejo SDK via
pkg/forge. The bash dispatcher burned a week of credit in a day due to
bugs — the jobrunner now talks directly to Forgejo.
- Add forge client methods: CreateIssueComment, CloseIssue, MergePullRequest,
SetPRDraft, ListPRReviews, GetCombinedStatus, DismissReview
- Create ForgejoSource implementing JobSource (epic polling, checklist
parsing, commit status via combined status API)
- Rewrite all 5 handlers to accept *forge.Client instead of shelling out
- Replace ResolveThreadsHandler with DismissReviewsHandler (Forgejo has
no thread resolution API — dismiss stale REQUEST_CHANGES reviews instead)
- Delete pkg/jobrunner/github/ and handlers/exec.go entirely
- Update internal/core-ide/headless.go to wire Forgejo source and handlers
- All 33 tests pass with mock Forgejo HTTP servers
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Reconcile callers with actual function signatures after merging IO
migration branches. Some functions gained io.Medium params (repos.*),
others kept their original signatures (release.*, cache.*, container.*).
- Add io.Local to repos.LoadRegistry/FindRegistry/ScanDirectory callers
- Remove extra io.Local from release.ConfigExists/LoadConfig/WriteConfig callers
- Fix cache.New call (remove nil Medium arg)
- Add missing IsCPPProject to build discovery
- Add missing fields to mcp.Service struct (subsystems, logger, etc.)
- Add DefaultTCPAddr constant to mcp transport
- Fix node.go interface check (coreio.Medium, not coreio.Node)
- Fix container.linuxkit LoadState/EnsureLogsDir arg counts
- Fix vm templates to use package-level functions
- Remove unused Medium field from DaemonOptions
Co-Authored-By: Virgil <virgil@lethean.io>
Fill all 568 missing translation keys in en_GB.json (765→1357 lines):
- 97 --help description keys (collect, ci, docs, dev, php, pkg, sdk, vm)
- 471 runtime keys (labels, errors, hints, progress, status messages)
- Add common.flag.follow, common.flag.tag, common.prompt.abort
Add completeness_test.go that scans all T() calls in source code and
verifies every cmd.*/common.* key exists using ModeStrict (panics on
missing). Catches translation gaps at test time instead of showing raw
keys in the CLI.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Implement two new storage backends for the io.Medium interface:
- pkg/io/s3: S3-backed Medium using AWS SDK v2 with interface-based
mocking for tests. Supports prefix-based namespacing via WithPrefix
option. All 18 Medium methods implemented with proper S3 semantics
(e.g. EnsureDir is no-op, IsDir checks prefix existence).
- pkg/io/sqlite: SQLite-backed Medium using modernc.org/sqlite (pure Go,
no CGo). Uses a single table schema with path, content, mode, is_dir,
and mtime columns. Supports custom table names via WithTable option.
All tests use :memory: databases.
Both packages include comprehensive test suites following the _Good/_Bad/_Ugly
naming convention with 87 tests total (36 S3, 51 SQLite).
Co-authored-by: Claude <developers@lethean.io>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Implements the daemon mode feature for running core as a background service
with MCP server capabilities.
New features:
- `core daemon` command with configurable MCP transport
- Support for stdio, TCP, and Unix socket transports
- Environment variable configuration (CORE_MCP_TRANSPORT, CORE_MCP_ADDR)
- CLI flags for runtime configuration
- Integration with existing daemon infrastructure (PID file, health checks)
Files added:
- internal/cmd/daemon/cmd.go - daemon command implementation
- pkg/mcp/transport_stdio.go - stdio transport wrapper
- pkg/mcp/transport_unix.go - Unix domain socket transport
Files modified:
- pkg/mcp/mcp.go - added log import
- pkg/mcp/transport_tcp.go - added log import
- pkg/mcp/transport_tcp_test.go - fixed port binding test
Usage:
core daemon # TCP on 127.0.0.1:9100
core daemon --mcp-transport=socket --mcp-addr=/tmp/core.sock
CORE_MCP_TRANSPORT=stdio core daemon # for Claude Code integration
Fixes#119
Co-authored-by: Claude <developers@lethean.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: Snider <snider@host.uk.com>
* feat: add security logging and fix framework regressions
This commit implements comprehensive security event logging and resolves critical regressions in the core framework.
Security Logging:
- Enhanced `pkg/log` with a `Security` level and helper.
- Added `log.Username()` to consistently identify the executing user.
- Instrumented GitHub CLI auth, Agentic configuration, filesystem sandbox, MCP handlers, and MCP TCP transport with security logs.
- Added `SecurityStyle` to the CLI for consistent visual representation of security events.
UniFi Security (CodeQL):
- Refactored `pkg/unifi` to remove hardcoded `InsecureSkipVerify`, resolving a high-severity alert.
- Added a `--verify-tls` flag and configuration option to control TLS verification.
- Updated command handlers to support the new verification parameter.
Framework Fixes:
- Restored original signatures for `MustServiceFor`, `Config()`, and `Display()` in `pkg/framework/core`, which had been corrupted during a merge.
- Fixed `pkg/framework/framework.go` and `pkg/framework/core/runtime_pkg.go` to match the restored signatures.
- These fixes resolve project-wide compilation errors caused by the signature mismatches.
I encountered significant blockers due to a corrupted state of the `dev` branch after a merge, which introduced breaking changes in the core framework's DI system. I had to manually reconcile these signatures with the expected usage across the codebase to restore build stability.
* feat(mcp): add RAG tools (query, ingest, collections)
Add vector database tools to the MCP server for RAG operations:
- rag_query: Search for relevant documentation using semantic similarity
- rag_ingest: Ingest files or directories into the vector database
- rag_collections: List available collections
Uses existing internal/cmd/rag exports (QueryDocs, IngestDirectory, IngestFile)
and pkg/rag for Qdrant client access. Default collection is "hostuk-docs"
with topK=5 for queries.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat(mcp): add metrics tools (record, query)
Add MCP tools for recording and querying AI/security metrics events.
The metrics_record tool writes events to daily JSONL files, and the
metrics_query tool provides aggregated statistics by type, repo, and agent.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat: add 'core mcp serve' command
Add CLI command to start the MCP server for AI tool integration.
- Create internal/cmd/mcpcmd package with serve subcommand
- Support --workspace flag for directory restriction
- Handle SIGINT/SIGTERM for clean shutdown
- Register in full.go build variant
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat(ws): add WebSocket hub package for real-time streaming
Add pkg/ws package implementing a hub pattern for WebSocket connections:
- Hub manages client connections, broadcasts, and channel subscriptions
- Client struct represents connected WebSocket clients
- Message types: process_output, process_status, event, error, ping/pong
- Channel-based subscription system (subscribe/unsubscribe)
- SendProcessOutput and SendProcessStatus for process streaming integration
- Full test coverage including concurrency tests
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat(mcp): add process management and WebSocket MCP tools
Add MCP tools for process management:
- process_start: Start a new external process
- process_stop: Gracefully stop a running process
- process_kill: Force kill a process
- process_list: List all managed processes
- process_output: Get captured process output
- process_input: Send input to process stdin
Add MCP tools for WebSocket:
- ws_start: Start WebSocket server for real-time streaming
- ws_info: Get hub statistics (clients, channels)
Update Service struct with optional process.Service and ws.Hub fields,
new WithProcessService and WithWSHub options, getter methods, and
Shutdown method for cleanup.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat(webview): add browser automation package via Chrome DevTools Protocol
Add pkg/webview package for browser automation:
- webview.go: Main interface with Connect, Navigate, Click, Type, QuerySelector, Screenshot, Evaluate
- cdp.go: Chrome DevTools Protocol WebSocket client implementation
- actions.go: DOM action types (Click, Type, Hover, Scroll, etc.) and ActionSequence builder
- console.go: Console message capture and filtering with ConsoleWatcher and ExceptionWatcher
- angular.go: Angular-specific helpers for router navigation, component access, and Zone.js stability
Add MCP tools for webview:
- webview_connect/disconnect: Connection management
- webview_navigate: Page navigation
- webview_click/type/query/wait: DOM interaction
- webview_console: Console output capture
- webview_eval: JavaScript execution
- webview_screenshot: Screenshot capture
Add documentation:
- docs/mcp/angular-testing.md: Guide for Angular application testing
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* docs: document new packages and BugSETI application
- Update CLAUDE.md with documentation for:
- pkg/ws (WebSocket hub for real-time streaming)
- pkg/webview (Browser automation via CDP)
- pkg/mcp (MCP server tools: process, ws, webview)
- BugSETI application overview
- Add comprehensive README for BugSETI with:
- Installation and configuration guide
- Usage workflow documentation
- Architecture overview
- Contributing guidelines
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* feat(bugseti): add BugSETI system tray app with auto-update
BugSETI - Distributed Bug Fixing like SETI@home but for code
Features:
- System tray app with Wails v3
- GitHub issue fetching with label filters
- Issue queue with priority management
- AI context seeding via seed-agent-developer skill
- Automated PR submission flow
- Stats tracking and leaderboard
- Cross-platform notifications
- Self-updating with stable/beta/nightly channels
Includes:
- cmd/bugseti: Main application with Angular frontend
- internal/bugseti: Core services (fetcher, queue, seeder, submit, config, stats, notify)
- internal/bugseti/updater: Auto-update system (checker, downloader, installer)
- .github/workflows/bugseti-release.yml: CI/CD for all platforms
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* fix: resolve import cycle and code duplication
- Remove pkg/log import from pkg/io/local to break import cycle
(pkg/log/rotation.go imports pkg/io, creating circular dependency)
- Use stderr logging for security events in sandbox escape detection
- Remove unused sync/atomic import from core.go
- Fix duplicate LogSecurity function declarations in cli/log.go
- Update workspace/service.go Crypt() call to match interface
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* fix: update tests for new function signatures and format code
- Update core_test.go: Config(), Display() now panic instead of returning error
- Update runtime_pkg_test.go: sr.Config() now panics instead of returning error
- Update MustServiceFor tests to use assert.Panics
- Format BugSETI, MCP tools, and webview packages with gofmt
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
---------
Co-authored-by: Snider <631881+Snider@users.noreply.github.com>
Co-authored-by: Claude <developers@lethean.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
During conflict resolution for PR #313 (streaming API), the agent
incorrectly assumed that modify/delete conflicts meant the PR intended
to remove these packages. This was wrong - PR #313 was only about
adding streaming API to pkg/io.
Restored packages:
- pkg/workspace - workspace management service
- pkg/unifi - UniFi controller client
- pkg/gitea - Gitea API client
- pkg/crypt/openpgp - OpenPGP encryption service
- internal/cmd/gitea - Gitea CLI commands
- internal/cmd/unifi - UniFi CLI commands
Also restored:
- Various test files (bench_test.go, integration_test.go, etc.)
- pkg/framework/core/interfaces.go (Workspace/Crypt interfaces)
- pkg/log/errors.go (error helpers)
- Documentation (faq.md, user-guide.md)
This allows PR #297 (MCP daemon mode) to proceed as it depends on
pkg/workspace.
Co-authored-by: Claude <developers@lethean.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
* feat(io): add streaming API to Medium interface and optimize agentic context
- Added ReadStream and WriteStream to io.Medium interface.
- Implemented streaming methods in local and mock mediums.
- Updated pkg/agentic/context.go to use streaming I/O with LimitReader.
- Added 5000-byte truncation limit for all AI context file reads to reduce memory usage.
- Documented when to use streaming vs full-file APIs in io.Medium.
* feat(io): optimize streaming API and fix PR feedback
- Fixed resource leak in agentic context by using defer for closing file streams.
- Improved truncation logic in agentic context to handle multibyte characters correctly by checking byte length before string conversion.
- Added comprehensive documentation to ReadStream and WriteStream in local medium.
- Added unit tests for ReadStream and WriteStream in local medium.
- Applied formatting and fixed auto-merge CI configuration.
* feat(io): add streaming API and fix CI failures (syntax fix)
- Introduced ReadStream and WriteStream to io.Medium interface.
- Implemented streaming methods in local and mock mediums.
- Optimized agentic context with streaming reads and truncation logic.
- Fixed syntax error in local client tests by overwriting the file.
- Fixed auto-merge CI by adding checkout and repository context.
- Applied formatting fixes.
* docs: add configuration documentation to README
Added a new 'Configuration' section to README.md as per the
Documentation Audit Report (PR #209).
Included:
- Default configuration file location (~/.core/config.yaml)
- Configuration file format (YAML) with examples
- Layered configuration resolution order
- Environment variable mapping for config overrides (CORE_CONFIG_*)
- Common environment variables (CORE_DAEMON, NO_COLOR, MCP_ADDR, etc.)
* docs: add configuration documentation and fix CI/CD auto-merge
README.md:
- Added comprehensive 'Configuration' section as per audit report #209.
- Documented file format, location, and layered resolution order.
- Provided environment variable mapping rules and common examples.
.github/workflows/auto-merge.yml:
- Replaced broken reusable workflow with a local implementation.
- Added actions/checkout step to provide necessary Git context.
- Fixed 'not a git repository' error by providing explicit repo context
to the 'gh' CLI via the -R flag.
- Maintained existing bot trust and author association logic.
pkg/io/local/client.go:
- Fixed code formatting to ensure QA checks pass.
* docs: update environment variable description and fix merge conflict
- Refined the description of environment variable mapping to be more accurate,
clarifying that the prefix is stripped before conversion.
- Resolved merge conflict in .github/workflows/auto-merge.yml.
- Maintained the local auto-merge implementation to ensure Git context
for the 'gh' CLI.
* docs: configuration documentation, security fixes, and CI improvements
README.md:
- Added comprehensive 'Configuration' section as per audit report #209.
- Documented file format, location, and layered resolution order.
- Provided environment variable mapping rules and common examples.
- Added documentation for UniFi configuration options.
.github/workflows/auto-merge.yml:
- Replaced broken reusable workflow with a local implementation.
- Added actions/checkout step to provide necessary Git context.
- Fixed 'not a git repository' error by providing explicit repo context
to the 'gh' CLI via the -R flag.
pkg/unifi:
- Fixed security vulnerability (CodeQL) by making TLS verification
configurable instead of always skipped.
- Added 'unifi.insecure' config key and UNIFI_INSECURE env var.
- Updated New and NewFromConfig signatures to handle insecure flag.
internal/cmd/unifi:
- Added --insecure flag to 'config' command to skip TLS verification.
- Updated all UniFi subcommands to support the new configuration logic.
pkg/io/local/client.go:
- Fixed code formatting to ensure QA checks pass.
* docs: configuration documentation, tests, and CI/CD fixes
README.md:
- Added comprehensive 'Configuration' section as per audit report #209.
- Documented file format, location, and layered resolution order.
- Provided environment variable mapping rules and common examples.
- Documented UniFi configuration options.
pkg/unifi:
- Fixed security vulnerability by making TLS verification configurable.
- Added pkg/unifi/config_test.go and pkg/unifi/client_test.go to provide
unit test coverage for new and existing logic (satisfying Codecov).
.github/workflows/auto-merge.yml:
- Added actions/checkout@v4 to provide the required Git context for the
'gh' CLI, fixing 'not a git repository' errors.
pkg/framework/core/core.go:
- Fixed compilation errors in Workspace() and Crypt() methods due to
upstream changes in MustServiceFor() return signature.
- Added necessary error handling to pkg/workspace/service.go.
These changes ensure that the project documentation is up-to-date and that
the CI/CD pipeline is stable and secure.
