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236
.aider.conventions.md
Normal file
236
.aider.conventions.md
Normal file
@@ -0,0 +1,236 @@
|
||||
# Agent context — Mathias workspace
|
||||
|
||||
<!-- Canonical root context for all AI coding agents.
|
||||
Lives at: ~/dev/.context/AGENT.md
|
||||
Applies to every project under ~/dev/ unless overridden.
|
||||
|
||||
Run `task context:sync` from ~/dev/ to regenerate harness-specific files.
|
||||
Project-level context in .context/PROJECT.md layers on top of this. -->
|
||||
|
||||
## Who I am
|
||||
|
||||
I'm Mathias, a digital product manager and technology consultant based in Sweden.
|
||||
I build software, research emerging tech, and deliver consulting engagements
|
||||
for clients under NDA. I work across AI/ML, financial automation, web applications,
|
||||
and climate/sustainability tech.
|
||||
|
||||
## How I work with agents
|
||||
|
||||
- I think like a product manager — I care about *why* before *how*
|
||||
- I want agents to be opinionated and push back, not just execute blindly
|
||||
- I prefer concise responses; skip ceremony and get to the point
|
||||
- When I say "build this", I mean production-quality with tests, not a demo
|
||||
- Ask me before making irreversible changes or adding heavy dependencies
|
||||
- I work with confidential client data — never send it to cloud APIs unless I explicitly say it's OK
|
||||
|
||||
## Behavior rules
|
||||
|
||||
These rules apply to every task across every project, regardless of harness.
|
||||
|
||||
1. **No assumptions.** Don't hide confusion — surface it. Surface tradeoffs explicitly.
|
||||
Think before coding; if the problem is unclear, ask or state assumptions before acting.
|
||||
2. **Minimum viable code.** Solve with the smallest change that works. Nothing
|
||||
speculative, no "while we're here" cleanups, no premature abstractions. Simplicity first.
|
||||
3. **Surgical changes.** Touch only what the task requires. Leave unrelated code,
|
||||
files, and formatting alone. Diffs should be small and reviewable.
|
||||
4. **Goal-driven execution.** Define clear success criteria up front for every task.
|
||||
Loop — implement, verify, refine — until those criteria are met. Don't claim
|
||||
completion without evidence (tests pass, command output, observed behavior).
|
||||
|
||||
## Default stack
|
||||
|
||||
| Layer | Default | Fallback | Last resort |
|
||||
|-------|---------|----------|-------------|
|
||||
| Language | Go | Python | TypeScript, Java, C |
|
||||
| UI | HTMX + Templ | Server-rendered HTML | React (only if SPA is justified) |
|
||||
| Build | Task (taskfile.dev) | Make | — |
|
||||
| Containers | Docker Compose (dev), k3s (prod) | — | — |
|
||||
| DB | PostgreSQL + sqlc | SQLite | — |
|
||||
| Search | Qdrant (vector), BM25 | — | — |
|
||||
| Logging | slog (structured) | — | — |
|
||||
| Testing | Table-driven, testify | — | — |
|
||||
|
||||
Exploratory: Rust, Zig — I'll tell you when I want these.
|
||||
|
||||
## Code conventions
|
||||
|
||||
- **Go style**: golines, gofumpt, golangci-lint
|
||||
- **Errors**: `fmt.Errorf("operation: %w", err)` — never naked, never log-and-return
|
||||
- **Naming**: stdlib conventions, no stuttering
|
||||
- **Architecture**: prefer stdlib over frameworks, constructor injection, env-var config parsed into typed structs
|
||||
- **Git**: conventional commits (`feat:`, `fix:`, `chore:`), one concern per PR, PR describes *why* not *what*
|
||||
- **Security**: no secrets in code, govulncheck before adding deps, SOPS for encrypted config
|
||||
- **Dependencies**: prefer stdlib. testify, slog, templ, sqlc are pre-approved; anything else needs justification in the commit message
|
||||
|
||||
## Infrastructure
|
||||
|
||||
Three machines on Tailscale:
|
||||
|
||||
| Machine | Role | Key specs |
|
||||
|---------|------|-----------|
|
||||
| koala | GPU inference, heavy compute | RTX 5070, runs llama-swap, Qdrant |
|
||||
| iguana | Services, builds | M2 Ultra Mac |
|
||||
| flamingo | Daily driver, edge | Mac mini, ~/dev is here |
|
||||
|
||||
- **Model routing**: LiteLLM in front of llama-swap (local) + cloud APIs (when permitted)
|
||||
- **Orchestration**: k3s cluster across all three machines
|
||||
- **Networking**: Tailscale mesh
|
||||
|
||||
## Project landscape
|
||||
|
||||
All development repos live at `~/dev/` (softlink from `~/Documents/local-dev/`).
|
||||
|
||||
Organized in thematic folders:
|
||||
|
||||
| Folder | Focus | Count |
|
||||
|--------|-------|-------|
|
||||
| `GO/` | Go web frameworks, API integrations, learning projects | ~10 |
|
||||
| `AI/` | ML research, AI frameworks (FinRL, DSPy, crawl4ai) | ~6 |
|
||||
| `AGENTS/` | Autonomous agents, coding agents, MCP servers, infra | ~15 |
|
||||
| `QKX/` | Invoice processing, financial automation, payment systems | ~13 |
|
||||
| `XT/` | Climate data, sustainability (Klimatkollen, Garbo) | ~2 |
|
||||
|
||||
See `~/dev/PROJECT_SUMMARY.md` for detailed descriptions of each project.
|
||||
|
||||
### Key active projects
|
||||
|
||||
- **super-koala** (`AGENTS/`) — multi-component agent stack with LangGraph, DSPy, MCP
|
||||
- **azure-tiger** (`QKX/`) — invoice extraction → ISO 20022 payment instructions
|
||||
- **gocrwl** (`AGENTS/`) — Go web crawler with containerized deployment
|
||||
- **koala-ai-stack** (`AGENTS/`) — local AI server infrastructure management
|
||||
- **klimatkollen** (`XT/`) — Swedish municipal climate data platform
|
||||
|
||||
## Knowledge base
|
||||
|
||||
When available, agents can query the shared knowledge base:
|
||||
|
||||
- **MCP**: `mcp://hyperguild.<TAILNET>.ts.net:3100/knowledge`
|
||||
- **HTTP**: `http://hyperguild.<TAILNET>.ts.net:3100/api/v1/search`
|
||||
|
||||
<!-- TODO: replace <TAILNET> placeholder with the real Tailscale tailnet
|
||||
name once hyperguild is deployed. Until then, agents that try to
|
||||
reach the knowledge service on a host where it isn't running will
|
||||
get DNS NXDOMAIN, which is the desired fail-loudly behavior. -->
|
||||
- **Scoping**: defaults to `public` collection; client projects filter to `{client}` + `public`
|
||||
|
||||
## Client work rules
|
||||
|
||||
When working on a project tagged with a client name:
|
||||
1. Never send code, data, or context to cloud APIs — use local models only
|
||||
2. Never reference other client projects or their data
|
||||
3. Keep all artifacts within the client's git org / directory
|
||||
4. Treat everything as confidential unless told otherwise
|
||||
|
||||
## Harness-agnostic principles
|
||||
|
||||
This context is designed to work with any AI coding tool:
|
||||
- Claude Code, Cursor, Aider, Open WebUI, Charmbracelet Mods/Crush
|
||||
- Pi Coding Agent, Mistral Vibe, Antigravity
|
||||
- Any tool that accepts a system prompt or reads a markdown context file
|
||||
|
||||
The canonical source is always `.context/AGENT.md` (root) and `.context/PROJECT.md` (per-project).
|
||||
Derived files are committed (see *How context propagates* below) so a `git pull` on any host yields full agent context with no setup.
|
||||
|
||||
## How context propagates
|
||||
|
||||
Canonical sources of truth:
|
||||
- Universal: `~/dev/.context/AGENT.md` (this file)
|
||||
- Project: `<repo>/.context/PROJECT.md` (per-repo)
|
||||
|
||||
Derived files (committed, regenerated by `task context:sync`):
|
||||
- `CLAUDE.md`, `AGENTS.md`, `.cursorrules`, `.aider.conventions.md`,
|
||||
`.context/system-prompt.txt`
|
||||
|
||||
Workflow:
|
||||
1. Edit a canonical file. Run `task context:sync`. Commit canonical and
|
||||
derived together. Push.
|
||||
2. On any other host, `git pull` brings both. Claude Code (tree-walking)
|
||||
uses `CLAUDE.md`; Crush / Pi / Antigravity (cwd-only) use `AGENTS.md`;
|
||||
Cursor uses `.cursorrules`; Aider uses `.aider.conventions.md`.
|
||||
3. `task check` runs `context:sync` then asserts `git status --porcelain`
|
||||
is empty over the derived files (catches both modified-tracked drift
|
||||
and missing-untracked adapters). A drift fails the check with a
|
||||
message telling you to stage the regenerated files.
|
||||
|
||||
Behavior rules in this file and per-project rules in `PROJECT.md` apply
|
||||
unconditionally on every host, every harness.
|
||||
|
||||
## Engineering Skills
|
||||
|
||||
Shared engineering skills are available in `~/dev/.skills/`. Load on demand via the index.
|
||||
|
||||
See `~/dev/.skills/SKILLS_INDEX.md` for the full list with descriptions and "use when" triggers.
|
||||
|
||||
Key skills:
|
||||
- **TDD**: always write tests first — load `tdd` skill
|
||||
- **Code Review**: load `code-review` skill before any review
|
||||
- **SOLID/Clean Code**: load `solid` or `clean-code` skill for design work
|
||||
- **Problem first**: load `problem-analysis` skill before coding non-trivial features
|
||||
|
||||
---
|
||||
|
||||
# Project context
|
||||
|
||||
<!-- Canonical project context. Edit this, run `task context:sync`.
|
||||
Root agent context from ~/dev/.context/AGENT.md is automatically
|
||||
prepended for harnesses that don't walk the directory tree. -->
|
||||
|
||||
## Identity
|
||||
|
||||
- **Name**: supervisor
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**:
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
- **Primary language**: Go
|
||||
- **UI layer**: HTMX + Templ (when applicable)
|
||||
- **Fallback languages**: Python, TypeScript (justify in PR if used)
|
||||
- **Build**: Task (taskfile.dev), not Make
|
||||
- **Containers**: Docker (compose for dev, k3s for deploy)
|
||||
- **Target infra**: koala (GPU workloads), iguana (services), flamingo (edge)
|
||||
|
||||
## Conventions
|
||||
|
||||
### Code style
|
||||
- Go: follow `golines`, `gofumpt`, `golangci-lint` with project config
|
||||
- Tests: table-driven, in `_test.go` next to source, `testify` for assertions
|
||||
- Errors: wrap with `fmt.Errorf("operation: %w", err)`, no naked returns
|
||||
- Naming: stdlib conventions, no stuttering (`http.Client` not `http.HTTPClient`)
|
||||
|
||||
### Architecture preferences
|
||||
- Prefer standard library over frameworks (net/http over gin/echo)
|
||||
- Dependency injection via constructor functions, not containers
|
||||
- Configuration via environment variables, parsed at startup into a typed struct
|
||||
- Structured logging via `slog`
|
||||
|
||||
### Git
|
||||
- Conventional commits: `feat:`, `fix:`, `chore:`, `docs:`, `refactor:`
|
||||
- Branch naming: `feat/short-description`, `fix/short-description`
|
||||
- PRs: one concern per PR, description explains *why* not *what*
|
||||
|
||||
### Security
|
||||
- No secrets in code, ever — use env vars or SOPS-encrypted files
|
||||
- Client data never leaves local network unless explicitly cleared
|
||||
- Dependencies: audit with `govulncheck` before adding
|
||||
|
||||
## Knowledge base access
|
||||
|
||||
This project can query the shared knowledge base via MCP or HTTP:
|
||||
|
||||
- **MCP endpoint**: `mcp://localhost:3100/knowledge`
|
||||
- **HTTP fallback**: `http://localhost:3100/api/v1/search`
|
||||
- **Scoping**: queries are filtered to collection `personal` + `public`
|
||||
|
||||
## Agent instructions
|
||||
|
||||
When acting as a coding agent on this project:
|
||||
|
||||
1. Read this file and all `SKILL.md` files in `.skills/` before starting work
|
||||
2. Run `task check` before committing (lint + test + vet)
|
||||
3. If unsure about a convention, check `DECISIONS.md` or ask
|
||||
4. Never modify files outside the project root without explicit permission
|
||||
5. When adding a dependency, explain why in the commit message
|
||||
6. For client projects: never send code or context to cloud APIs — use local models via LiteLLM
|
||||
243
.context/system-prompt.txt
Normal file
243
.context/system-prompt.txt
Normal file
@@ -0,0 +1,243 @@
|
||||
You are a coding assistant working on a specific project.
|
||||
Follow all conventions from both the root agent context and project context.
|
||||
|
||||
---
|
||||
|
||||
# Agent context — Mathias workspace
|
||||
|
||||
<!-- Canonical root context for all AI coding agents.
|
||||
Lives at: ~/dev/.context/AGENT.md
|
||||
Applies to every project under ~/dev/ unless overridden.
|
||||
|
||||
Run `task context:sync` from ~/dev/ to regenerate harness-specific files.
|
||||
Project-level context in .context/PROJECT.md layers on top of this. -->
|
||||
|
||||
## Who I am
|
||||
|
||||
I'm Mathias, a digital product manager and technology consultant based in Sweden.
|
||||
I build software, research emerging tech, and deliver consulting engagements
|
||||
for clients under NDA. I work across AI/ML, financial automation, web applications,
|
||||
and climate/sustainability tech.
|
||||
|
||||
## How I work with agents
|
||||
|
||||
- I think like a product manager — I care about *why* before *how*
|
||||
- I want agents to be opinionated and push back, not just execute blindly
|
||||
- I prefer concise responses; skip ceremony and get to the point
|
||||
- When I say "build this", I mean production-quality with tests, not a demo
|
||||
- Ask me before making irreversible changes or adding heavy dependencies
|
||||
- I work with confidential client data — never send it to cloud APIs unless I explicitly say it's OK
|
||||
|
||||
## Behavior rules
|
||||
|
||||
These rules apply to every task across every project, regardless of harness.
|
||||
|
||||
1. **No assumptions.** Don't hide confusion — surface it. Surface tradeoffs explicitly.
|
||||
Think before coding; if the problem is unclear, ask or state assumptions before acting.
|
||||
2. **Minimum viable code.** Solve with the smallest change that works. Nothing
|
||||
speculative, no "while we're here" cleanups, no premature abstractions. Simplicity first.
|
||||
3. **Surgical changes.** Touch only what the task requires. Leave unrelated code,
|
||||
files, and formatting alone. Diffs should be small and reviewable.
|
||||
4. **Goal-driven execution.** Define clear success criteria up front for every task.
|
||||
Loop — implement, verify, refine — until those criteria are met. Don't claim
|
||||
completion without evidence (tests pass, command output, observed behavior).
|
||||
|
||||
## Default stack
|
||||
|
||||
| Layer | Default | Fallback | Last resort |
|
||||
|-------|---------|----------|-------------|
|
||||
| Language | Go | Python | TypeScript, Java, C |
|
||||
| UI | HTMX + Templ | Server-rendered HTML | React (only if SPA is justified) |
|
||||
| Build | Task (taskfile.dev) | Make | — |
|
||||
| Containers | Docker Compose (dev), k3s (prod) | — | — |
|
||||
| DB | PostgreSQL + sqlc | SQLite | — |
|
||||
| Search | Qdrant (vector), BM25 | — | — |
|
||||
| Logging | slog (structured) | — | — |
|
||||
| Testing | Table-driven, testify | — | — |
|
||||
|
||||
Exploratory: Rust, Zig — I'll tell you when I want these.
|
||||
|
||||
## Code conventions
|
||||
|
||||
- **Go style**: golines, gofumpt, golangci-lint
|
||||
- **Errors**: `fmt.Errorf("operation: %w", err)` — never naked, never log-and-return
|
||||
- **Naming**: stdlib conventions, no stuttering
|
||||
- **Architecture**: prefer stdlib over frameworks, constructor injection, env-var config parsed into typed structs
|
||||
- **Git**: conventional commits (`feat:`, `fix:`, `chore:`), one concern per PR, PR describes *why* not *what*
|
||||
- **Security**: no secrets in code, govulncheck before adding deps, SOPS for encrypted config
|
||||
- **Dependencies**: prefer stdlib. testify, slog, templ, sqlc are pre-approved; anything else needs justification in the commit message
|
||||
|
||||
## Infrastructure
|
||||
|
||||
Three machines on Tailscale:
|
||||
|
||||
| Machine | Role | Key specs |
|
||||
|---------|------|-----------|
|
||||
| koala | GPU inference, heavy compute | RTX 5070, runs llama-swap, Qdrant |
|
||||
| iguana | Services, builds | M2 Ultra Mac |
|
||||
| flamingo | Daily driver, edge | Mac mini, ~/dev is here |
|
||||
|
||||
- **Model routing**: LiteLLM in front of llama-swap (local) + cloud APIs (when permitted)
|
||||
- **Orchestration**: k3s cluster across all three machines
|
||||
- **Networking**: Tailscale mesh
|
||||
|
||||
## Project landscape
|
||||
|
||||
All development repos live at `~/dev/` (softlink from `~/Documents/local-dev/`).
|
||||
|
||||
Organized in thematic folders:
|
||||
|
||||
| Folder | Focus | Count |
|
||||
|--------|-------|-------|
|
||||
| `GO/` | Go web frameworks, API integrations, learning projects | ~10 |
|
||||
| `AI/` | ML research, AI frameworks (FinRL, DSPy, crawl4ai) | ~6 |
|
||||
| `AGENTS/` | Autonomous agents, coding agents, MCP servers, infra | ~15 |
|
||||
| `QKX/` | Invoice processing, financial automation, payment systems | ~13 |
|
||||
| `XT/` | Climate data, sustainability (Klimatkollen, Garbo) | ~2 |
|
||||
|
||||
See `~/dev/PROJECT_SUMMARY.md` for detailed descriptions of each project.
|
||||
|
||||
### Key active projects
|
||||
|
||||
- **super-koala** (`AGENTS/`) — multi-component agent stack with LangGraph, DSPy, MCP
|
||||
- **azure-tiger** (`QKX/`) — invoice extraction → ISO 20022 payment instructions
|
||||
- **gocrwl** (`AGENTS/`) — Go web crawler with containerized deployment
|
||||
- **koala-ai-stack** (`AGENTS/`) — local AI server infrastructure management
|
||||
- **klimatkollen** (`XT/`) — Swedish municipal climate data platform
|
||||
|
||||
## Knowledge base
|
||||
|
||||
When available, agents can query the shared knowledge base:
|
||||
|
||||
- **MCP**: `mcp://hyperguild.<TAILNET>.ts.net:3100/knowledge`
|
||||
- **HTTP**: `http://hyperguild.<TAILNET>.ts.net:3100/api/v1/search`
|
||||
|
||||
<!-- TODO: replace <TAILNET> placeholder with the real Tailscale tailnet
|
||||
name once hyperguild is deployed. Until then, agents that try to
|
||||
reach the knowledge service on a host where it isn't running will
|
||||
get DNS NXDOMAIN, which is the desired fail-loudly behavior. -->
|
||||
- **Scoping**: defaults to `public` collection; client projects filter to `{client}` + `public`
|
||||
|
||||
## Client work rules
|
||||
|
||||
When working on a project tagged with a client name:
|
||||
1. Never send code, data, or context to cloud APIs — use local models only
|
||||
2. Never reference other client projects or their data
|
||||
3. Keep all artifacts within the client's git org / directory
|
||||
4. Treat everything as confidential unless told otherwise
|
||||
|
||||
## Harness-agnostic principles
|
||||
|
||||
This context is designed to work with any AI coding tool:
|
||||
- Claude Code, Cursor, Aider, Open WebUI, Charmbracelet Mods/Crush
|
||||
- Pi Coding Agent, Mistral Vibe, Antigravity
|
||||
- Any tool that accepts a system prompt or reads a markdown context file
|
||||
|
||||
The canonical source is always `.context/AGENT.md` (root) and `.context/PROJECT.md` (per-project).
|
||||
Derived files are committed (see *How context propagates* below) so a `git pull` on any host yields full agent context with no setup.
|
||||
|
||||
## How context propagates
|
||||
|
||||
Canonical sources of truth:
|
||||
- Universal: `~/dev/.context/AGENT.md` (this file)
|
||||
- Project: `<repo>/.context/PROJECT.md` (per-repo)
|
||||
|
||||
Derived files (committed, regenerated by `task context:sync`):
|
||||
- `CLAUDE.md`, `AGENTS.md`, `.cursorrules`, `.aider.conventions.md`,
|
||||
`.context/system-prompt.txt`
|
||||
|
||||
Workflow:
|
||||
1. Edit a canonical file. Run `task context:sync`. Commit canonical and
|
||||
derived together. Push.
|
||||
2. On any other host, `git pull` brings both. Claude Code (tree-walking)
|
||||
uses `CLAUDE.md`; Crush / Pi / Antigravity (cwd-only) use `AGENTS.md`;
|
||||
Cursor uses `.cursorrules`; Aider uses `.aider.conventions.md`.
|
||||
3. `task check` runs `context:sync` then asserts `git status --porcelain`
|
||||
is empty over the derived files (catches both modified-tracked drift
|
||||
and missing-untracked adapters). A drift fails the check with a
|
||||
message telling you to stage the regenerated files.
|
||||
|
||||
Behavior rules in this file and per-project rules in `PROJECT.md` apply
|
||||
unconditionally on every host, every harness.
|
||||
|
||||
## Engineering Skills
|
||||
|
||||
Shared engineering skills are available in `~/dev/.skills/`. Load on demand via the index.
|
||||
|
||||
See `~/dev/.skills/SKILLS_INDEX.md` for the full list with descriptions and "use when" triggers.
|
||||
|
||||
Key skills:
|
||||
- **TDD**: always write tests first — load `tdd` skill
|
||||
- **Code Review**: load `code-review` skill before any review
|
||||
- **SOLID/Clean Code**: load `solid` or `clean-code` skill for design work
|
||||
- **Problem first**: load `problem-analysis` skill before coding non-trivial features
|
||||
|
||||
---
|
||||
|
||||
# Project context
|
||||
|
||||
<!-- Canonical project context. Edit this, run `task context:sync`.
|
||||
Root agent context from ~/dev/.context/AGENT.md is automatically
|
||||
prepended for harnesses that don't walk the directory tree. -->
|
||||
|
||||
## Identity
|
||||
|
||||
- **Name**: supervisor
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**:
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
- **Primary language**: Go
|
||||
- **UI layer**: HTMX + Templ (when applicable)
|
||||
- **Fallback languages**: Python, TypeScript (justify in PR if used)
|
||||
- **Build**: Task (taskfile.dev), not Make
|
||||
- **Containers**: Docker (compose for dev, k3s for deploy)
|
||||
- **Target infra**: koala (GPU workloads), iguana (services), flamingo (edge)
|
||||
|
||||
## Conventions
|
||||
|
||||
### Code style
|
||||
- Go: follow `golines`, `gofumpt`, `golangci-lint` with project config
|
||||
- Tests: table-driven, in `_test.go` next to source, `testify` for assertions
|
||||
- Errors: wrap with `fmt.Errorf("operation: %w", err)`, no naked returns
|
||||
- Naming: stdlib conventions, no stuttering (`http.Client` not `http.HTTPClient`)
|
||||
|
||||
### Architecture preferences
|
||||
- Prefer standard library over frameworks (net/http over gin/echo)
|
||||
- Dependency injection via constructor functions, not containers
|
||||
- Configuration via environment variables, parsed at startup into a typed struct
|
||||
- Structured logging via `slog`
|
||||
|
||||
### Git
|
||||
- Conventional commits: `feat:`, `fix:`, `chore:`, `docs:`, `refactor:`
|
||||
- Branch naming: `feat/short-description`, `fix/short-description`
|
||||
- PRs: one concern per PR, description explains *why* not *what*
|
||||
|
||||
### Security
|
||||
- No secrets in code, ever — use env vars or SOPS-encrypted files
|
||||
- Client data never leaves local network unless explicitly cleared
|
||||
- Dependencies: audit with `govulncheck` before adding
|
||||
|
||||
## Knowledge base access
|
||||
|
||||
This project can query the shared knowledge base via MCP or HTTP:
|
||||
|
||||
- **MCP endpoint**: `mcp://localhost:3100/knowledge`
|
||||
- **HTTP fallback**: `http://localhost:3100/api/v1/search`
|
||||
- **Scoping**: queries are filtered to collection `personal` + `public`
|
||||
|
||||
## Agent instructions
|
||||
|
||||
When acting as a coding agent on this project:
|
||||
|
||||
1. Read this file and all `SKILL.md` files in `.skills/` before starting work
|
||||
2. Run `task check` before committing (lint + test + vet)
|
||||
3. If unsure about a convention, check `DECISIONS.md` or ask
|
||||
4. Never modify files outside the project root without explicit permission
|
||||
5. When adding a dependency, explain why in the commit message
|
||||
6. For client projects: never send code or context to cloud APIs — use local models via LiteLLM
|
||||
|
||||
---
|
||||
239
.cursorrules
Normal file
239
.cursorrules
Normal file
@@ -0,0 +1,239 @@
|
||||
# Cursor rules — auto-generated
|
||||
# Do not edit. Run: task context:sync
|
||||
|
||||
# Agent context — Mathias workspace
|
||||
|
||||
<!-- Canonical root context for all AI coding agents.
|
||||
Lives at: ~/dev/.context/AGENT.md
|
||||
Applies to every project under ~/dev/ unless overridden.
|
||||
|
||||
Run `task context:sync` from ~/dev/ to regenerate harness-specific files.
|
||||
Project-level context in .context/PROJECT.md layers on top of this. -->
|
||||
|
||||
## Who I am
|
||||
|
||||
I'm Mathias, a digital product manager and technology consultant based in Sweden.
|
||||
I build software, research emerging tech, and deliver consulting engagements
|
||||
for clients under NDA. I work across AI/ML, financial automation, web applications,
|
||||
and climate/sustainability tech.
|
||||
|
||||
## How I work with agents
|
||||
|
||||
- I think like a product manager — I care about *why* before *how*
|
||||
- I want agents to be opinionated and push back, not just execute blindly
|
||||
- I prefer concise responses; skip ceremony and get to the point
|
||||
- When I say "build this", I mean production-quality with tests, not a demo
|
||||
- Ask me before making irreversible changes or adding heavy dependencies
|
||||
- I work with confidential client data — never send it to cloud APIs unless I explicitly say it's OK
|
||||
|
||||
## Behavior rules
|
||||
|
||||
These rules apply to every task across every project, regardless of harness.
|
||||
|
||||
1. **No assumptions.** Don't hide confusion — surface it. Surface tradeoffs explicitly.
|
||||
Think before coding; if the problem is unclear, ask or state assumptions before acting.
|
||||
2. **Minimum viable code.** Solve with the smallest change that works. Nothing
|
||||
speculative, no "while we're here" cleanups, no premature abstractions. Simplicity first.
|
||||
3. **Surgical changes.** Touch only what the task requires. Leave unrelated code,
|
||||
files, and formatting alone. Diffs should be small and reviewable.
|
||||
4. **Goal-driven execution.** Define clear success criteria up front for every task.
|
||||
Loop — implement, verify, refine — until those criteria are met. Don't claim
|
||||
completion without evidence (tests pass, command output, observed behavior).
|
||||
|
||||
## Default stack
|
||||
|
||||
| Layer | Default | Fallback | Last resort |
|
||||
|-------|---------|----------|-------------|
|
||||
| Language | Go | Python | TypeScript, Java, C |
|
||||
| UI | HTMX + Templ | Server-rendered HTML | React (only if SPA is justified) |
|
||||
| Build | Task (taskfile.dev) | Make | — |
|
||||
| Containers | Docker Compose (dev), k3s (prod) | — | — |
|
||||
| DB | PostgreSQL + sqlc | SQLite | — |
|
||||
| Search | Qdrant (vector), BM25 | — | — |
|
||||
| Logging | slog (structured) | — | — |
|
||||
| Testing | Table-driven, testify | — | — |
|
||||
|
||||
Exploratory: Rust, Zig — I'll tell you when I want these.
|
||||
|
||||
## Code conventions
|
||||
|
||||
- **Go style**: golines, gofumpt, golangci-lint
|
||||
- **Errors**: `fmt.Errorf("operation: %w", err)` — never naked, never log-and-return
|
||||
- **Naming**: stdlib conventions, no stuttering
|
||||
- **Architecture**: prefer stdlib over frameworks, constructor injection, env-var config parsed into typed structs
|
||||
- **Git**: conventional commits (`feat:`, `fix:`, `chore:`), one concern per PR, PR describes *why* not *what*
|
||||
- **Security**: no secrets in code, govulncheck before adding deps, SOPS for encrypted config
|
||||
- **Dependencies**: prefer stdlib. testify, slog, templ, sqlc are pre-approved; anything else needs justification in the commit message
|
||||
|
||||
## Infrastructure
|
||||
|
||||
Three machines on Tailscale:
|
||||
|
||||
| Machine | Role | Key specs |
|
||||
|---------|------|-----------|
|
||||
| koala | GPU inference, heavy compute | RTX 5070, runs llama-swap, Qdrant |
|
||||
| iguana | Services, builds | M2 Ultra Mac |
|
||||
| flamingo | Daily driver, edge | Mac mini, ~/dev is here |
|
||||
|
||||
- **Model routing**: LiteLLM in front of llama-swap (local) + cloud APIs (when permitted)
|
||||
- **Orchestration**: k3s cluster across all three machines
|
||||
- **Networking**: Tailscale mesh
|
||||
|
||||
## Project landscape
|
||||
|
||||
All development repos live at `~/dev/` (softlink from `~/Documents/local-dev/`).
|
||||
|
||||
Organized in thematic folders:
|
||||
|
||||
| Folder | Focus | Count |
|
||||
|--------|-------|-------|
|
||||
| `GO/` | Go web frameworks, API integrations, learning projects | ~10 |
|
||||
| `AI/` | ML research, AI frameworks (FinRL, DSPy, crawl4ai) | ~6 |
|
||||
| `AGENTS/` | Autonomous agents, coding agents, MCP servers, infra | ~15 |
|
||||
| `QKX/` | Invoice processing, financial automation, payment systems | ~13 |
|
||||
| `XT/` | Climate data, sustainability (Klimatkollen, Garbo) | ~2 |
|
||||
|
||||
See `~/dev/PROJECT_SUMMARY.md` for detailed descriptions of each project.
|
||||
|
||||
### Key active projects
|
||||
|
||||
- **super-koala** (`AGENTS/`) — multi-component agent stack with LangGraph, DSPy, MCP
|
||||
- **azure-tiger** (`QKX/`) — invoice extraction → ISO 20022 payment instructions
|
||||
- **gocrwl** (`AGENTS/`) — Go web crawler with containerized deployment
|
||||
- **koala-ai-stack** (`AGENTS/`) — local AI server infrastructure management
|
||||
- **klimatkollen** (`XT/`) — Swedish municipal climate data platform
|
||||
|
||||
## Knowledge base
|
||||
|
||||
When available, agents can query the shared knowledge base:
|
||||
|
||||
- **MCP**: `mcp://hyperguild.<TAILNET>.ts.net:3100/knowledge`
|
||||
- **HTTP**: `http://hyperguild.<TAILNET>.ts.net:3100/api/v1/search`
|
||||
|
||||
<!-- TODO: replace <TAILNET> placeholder with the real Tailscale tailnet
|
||||
name once hyperguild is deployed. Until then, agents that try to
|
||||
reach the knowledge service on a host where it isn't running will
|
||||
get DNS NXDOMAIN, which is the desired fail-loudly behavior. -->
|
||||
- **Scoping**: defaults to `public` collection; client projects filter to `{client}` + `public`
|
||||
|
||||
## Client work rules
|
||||
|
||||
When working on a project tagged with a client name:
|
||||
1. Never send code, data, or context to cloud APIs — use local models only
|
||||
2. Never reference other client projects or their data
|
||||
3. Keep all artifacts within the client's git org / directory
|
||||
4. Treat everything as confidential unless told otherwise
|
||||
|
||||
## Harness-agnostic principles
|
||||
|
||||
This context is designed to work with any AI coding tool:
|
||||
- Claude Code, Cursor, Aider, Open WebUI, Charmbracelet Mods/Crush
|
||||
- Pi Coding Agent, Mistral Vibe, Antigravity
|
||||
- Any tool that accepts a system prompt or reads a markdown context file
|
||||
|
||||
The canonical source is always `.context/AGENT.md` (root) and `.context/PROJECT.md` (per-project).
|
||||
Derived files are committed (see *How context propagates* below) so a `git pull` on any host yields full agent context with no setup.
|
||||
|
||||
## How context propagates
|
||||
|
||||
Canonical sources of truth:
|
||||
- Universal: `~/dev/.context/AGENT.md` (this file)
|
||||
- Project: `<repo>/.context/PROJECT.md` (per-repo)
|
||||
|
||||
Derived files (committed, regenerated by `task context:sync`):
|
||||
- `CLAUDE.md`, `AGENTS.md`, `.cursorrules`, `.aider.conventions.md`,
|
||||
`.context/system-prompt.txt`
|
||||
|
||||
Workflow:
|
||||
1. Edit a canonical file. Run `task context:sync`. Commit canonical and
|
||||
derived together. Push.
|
||||
2. On any other host, `git pull` brings both. Claude Code (tree-walking)
|
||||
uses `CLAUDE.md`; Crush / Pi / Antigravity (cwd-only) use `AGENTS.md`;
|
||||
Cursor uses `.cursorrules`; Aider uses `.aider.conventions.md`.
|
||||
3. `task check` runs `context:sync` then asserts `git status --porcelain`
|
||||
is empty over the derived files (catches both modified-tracked drift
|
||||
and missing-untracked adapters). A drift fails the check with a
|
||||
message telling you to stage the regenerated files.
|
||||
|
||||
Behavior rules in this file and per-project rules in `PROJECT.md` apply
|
||||
unconditionally on every host, every harness.
|
||||
|
||||
## Engineering Skills
|
||||
|
||||
Shared engineering skills are available in `~/dev/.skills/`. Load on demand via the index.
|
||||
|
||||
See `~/dev/.skills/SKILLS_INDEX.md` for the full list with descriptions and "use when" triggers.
|
||||
|
||||
Key skills:
|
||||
- **TDD**: always write tests first — load `tdd` skill
|
||||
- **Code Review**: load `code-review` skill before any review
|
||||
- **SOLID/Clean Code**: load `solid` or `clean-code` skill for design work
|
||||
- **Problem first**: load `problem-analysis` skill before coding non-trivial features
|
||||
|
||||
---
|
||||
|
||||
# Project context
|
||||
|
||||
<!-- Canonical project context. Edit this, run `task context:sync`.
|
||||
Root agent context from ~/dev/.context/AGENT.md is automatically
|
||||
prepended for harnesses that don't walk the directory tree. -->
|
||||
|
||||
## Identity
|
||||
|
||||
- **Name**: supervisor
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**:
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
- **Primary language**: Go
|
||||
- **UI layer**: HTMX + Templ (when applicable)
|
||||
- **Fallback languages**: Python, TypeScript (justify in PR if used)
|
||||
- **Build**: Task (taskfile.dev), not Make
|
||||
- **Containers**: Docker (compose for dev, k3s for deploy)
|
||||
- **Target infra**: koala (GPU workloads), iguana (services), flamingo (edge)
|
||||
|
||||
## Conventions
|
||||
|
||||
### Code style
|
||||
- Go: follow `golines`, `gofumpt`, `golangci-lint` with project config
|
||||
- Tests: table-driven, in `_test.go` next to source, `testify` for assertions
|
||||
- Errors: wrap with `fmt.Errorf("operation: %w", err)`, no naked returns
|
||||
- Naming: stdlib conventions, no stuttering (`http.Client` not `http.HTTPClient`)
|
||||
|
||||
### Architecture preferences
|
||||
- Prefer standard library over frameworks (net/http over gin/echo)
|
||||
- Dependency injection via constructor functions, not containers
|
||||
- Configuration via environment variables, parsed at startup into a typed struct
|
||||
- Structured logging via `slog`
|
||||
|
||||
### Git
|
||||
- Conventional commits: `feat:`, `fix:`, `chore:`, `docs:`, `refactor:`
|
||||
- Branch naming: `feat/short-description`, `fix/short-description`
|
||||
- PRs: one concern per PR, description explains *why* not *what*
|
||||
|
||||
### Security
|
||||
- No secrets in code, ever — use env vars or SOPS-encrypted files
|
||||
- Client data never leaves local network unless explicitly cleared
|
||||
- Dependencies: audit with `govulncheck` before adding
|
||||
|
||||
## Knowledge base access
|
||||
|
||||
This project can query the shared knowledge base via MCP or HTTP:
|
||||
|
||||
- **MCP endpoint**: `mcp://localhost:3100/knowledge`
|
||||
- **HTTP fallback**: `http://localhost:3100/api/v1/search`
|
||||
- **Scoping**: queries are filtered to collection `personal` + `public`
|
||||
|
||||
## Agent instructions
|
||||
|
||||
When acting as a coding agent on this project:
|
||||
|
||||
1. Read this file and all `SKILL.md` files in `.skills/` before starting work
|
||||
2. Run `task check` before committing (lint + test + vet)
|
||||
3. If unsure about a convention, check `DECISIONS.md` or ask
|
||||
4. Never modify files outside the project root without explicit permission
|
||||
5. When adding a dependency, explain why in the commit message
|
||||
6. For client projects: never send code or context to cloud APIs — use local models via LiteLLM
|
||||
8
.gitignore
vendored
8
.gitignore
vendored
@@ -13,15 +13,7 @@ brain/training-data/**/*.jsonl
|
||||
# Go
|
||||
vendor/
|
||||
|
||||
# ── Generated context files (adapter outputs) ──
|
||||
# Canonical sources: .context/PROJECT.md + .skills/*/SKILL.md
|
||||
# Everything below is disposable — regenerate with: task context:sync
|
||||
AGENTS.md
|
||||
CLAUDE.md
|
||||
.cursorrules
|
||||
.aider.conventions.md
|
||||
.aider.conf.yml
|
||||
.context/system-prompt.txt
|
||||
|
||||
# ── Sensitive ──
|
||||
.env
|
||||
|
||||
@@ -1,10 +1,8 @@
|
||||
{
|
||||
"mcpServers": {
|
||||
"supervisor": {
|
||||
"command": "/Users/mathias/dev/AI/supervisor/bin/supervisor-bridge",
|
||||
"env": {
|
||||
"SUPERVISOR_URL": "http://koala:30320/mcp"
|
||||
}
|
||||
"type": "http",
|
||||
"url": "http://koala:30320/mcp"
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
236
AGENTS.md
Normal file
236
AGENTS.md
Normal file
@@ -0,0 +1,236 @@
|
||||
# Agent context — Mathias workspace
|
||||
|
||||
<!-- Canonical root context for all AI coding agents.
|
||||
Lives at: ~/dev/.context/AGENT.md
|
||||
Applies to every project under ~/dev/ unless overridden.
|
||||
|
||||
Run `task context:sync` from ~/dev/ to regenerate harness-specific files.
|
||||
Project-level context in .context/PROJECT.md layers on top of this. -->
|
||||
|
||||
## Who I am
|
||||
|
||||
I'm Mathias, a digital product manager and technology consultant based in Sweden.
|
||||
I build software, research emerging tech, and deliver consulting engagements
|
||||
for clients under NDA. I work across AI/ML, financial automation, web applications,
|
||||
and climate/sustainability tech.
|
||||
|
||||
## How I work with agents
|
||||
|
||||
- I think like a product manager — I care about *why* before *how*
|
||||
- I want agents to be opinionated and push back, not just execute blindly
|
||||
- I prefer concise responses; skip ceremony and get to the point
|
||||
- When I say "build this", I mean production-quality with tests, not a demo
|
||||
- Ask me before making irreversible changes or adding heavy dependencies
|
||||
- I work with confidential client data — never send it to cloud APIs unless I explicitly say it's OK
|
||||
|
||||
## Behavior rules
|
||||
|
||||
These rules apply to every task across every project, regardless of harness.
|
||||
|
||||
1. **No assumptions.** Don't hide confusion — surface it. Surface tradeoffs explicitly.
|
||||
Think before coding; if the problem is unclear, ask or state assumptions before acting.
|
||||
2. **Minimum viable code.** Solve with the smallest change that works. Nothing
|
||||
speculative, no "while we're here" cleanups, no premature abstractions. Simplicity first.
|
||||
3. **Surgical changes.** Touch only what the task requires. Leave unrelated code,
|
||||
files, and formatting alone. Diffs should be small and reviewable.
|
||||
4. **Goal-driven execution.** Define clear success criteria up front for every task.
|
||||
Loop — implement, verify, refine — until those criteria are met. Don't claim
|
||||
completion without evidence (tests pass, command output, observed behavior).
|
||||
|
||||
## Default stack
|
||||
|
||||
| Layer | Default | Fallback | Last resort |
|
||||
|-------|---------|----------|-------------|
|
||||
| Language | Go | Python | TypeScript, Java, C |
|
||||
| UI | HTMX + Templ | Server-rendered HTML | React (only if SPA is justified) |
|
||||
| Build | Task (taskfile.dev) | Make | — |
|
||||
| Containers | Docker Compose (dev), k3s (prod) | — | — |
|
||||
| DB | PostgreSQL + sqlc | SQLite | — |
|
||||
| Search | Qdrant (vector), BM25 | — | — |
|
||||
| Logging | slog (structured) | — | — |
|
||||
| Testing | Table-driven, testify | — | — |
|
||||
|
||||
Exploratory: Rust, Zig — I'll tell you when I want these.
|
||||
|
||||
## Code conventions
|
||||
|
||||
- **Go style**: golines, gofumpt, golangci-lint
|
||||
- **Errors**: `fmt.Errorf("operation: %w", err)` — never naked, never log-and-return
|
||||
- **Naming**: stdlib conventions, no stuttering
|
||||
- **Architecture**: prefer stdlib over frameworks, constructor injection, env-var config parsed into typed structs
|
||||
- **Git**: conventional commits (`feat:`, `fix:`, `chore:`), one concern per PR, PR describes *why* not *what*
|
||||
- **Security**: no secrets in code, govulncheck before adding deps, SOPS for encrypted config
|
||||
- **Dependencies**: prefer stdlib. testify, slog, templ, sqlc are pre-approved; anything else needs justification in the commit message
|
||||
|
||||
## Infrastructure
|
||||
|
||||
Three machines on Tailscale:
|
||||
|
||||
| Machine | Role | Key specs |
|
||||
|---------|------|-----------|
|
||||
| koala | GPU inference, heavy compute | RTX 5070, runs llama-swap, Qdrant |
|
||||
| iguana | Services, builds | M2 Ultra Mac |
|
||||
| flamingo | Daily driver, edge | Mac mini, ~/dev is here |
|
||||
|
||||
- **Model routing**: LiteLLM in front of llama-swap (local) + cloud APIs (when permitted)
|
||||
- **Orchestration**: k3s cluster across all three machines
|
||||
- **Networking**: Tailscale mesh
|
||||
|
||||
## Project landscape
|
||||
|
||||
All development repos live at `~/dev/` (softlink from `~/Documents/local-dev/`).
|
||||
|
||||
Organized in thematic folders:
|
||||
|
||||
| Folder | Focus | Count |
|
||||
|--------|-------|-------|
|
||||
| `GO/` | Go web frameworks, API integrations, learning projects | ~10 |
|
||||
| `AI/` | ML research, AI frameworks (FinRL, DSPy, crawl4ai) | ~6 |
|
||||
| `AGENTS/` | Autonomous agents, coding agents, MCP servers, infra | ~15 |
|
||||
| `QKX/` | Invoice processing, financial automation, payment systems | ~13 |
|
||||
| `XT/` | Climate data, sustainability (Klimatkollen, Garbo) | ~2 |
|
||||
|
||||
See `~/dev/PROJECT_SUMMARY.md` for detailed descriptions of each project.
|
||||
|
||||
### Key active projects
|
||||
|
||||
- **super-koala** (`AGENTS/`) — multi-component agent stack with LangGraph, DSPy, MCP
|
||||
- **azure-tiger** (`QKX/`) — invoice extraction → ISO 20022 payment instructions
|
||||
- **gocrwl** (`AGENTS/`) — Go web crawler with containerized deployment
|
||||
- **koala-ai-stack** (`AGENTS/`) — local AI server infrastructure management
|
||||
- **klimatkollen** (`XT/`) — Swedish municipal climate data platform
|
||||
|
||||
## Knowledge base
|
||||
|
||||
When available, agents can query the shared knowledge base:
|
||||
|
||||
- **MCP**: `mcp://hyperguild.<TAILNET>.ts.net:3100/knowledge`
|
||||
- **HTTP**: `http://hyperguild.<TAILNET>.ts.net:3100/api/v1/search`
|
||||
|
||||
<!-- TODO: replace <TAILNET> placeholder with the real Tailscale tailnet
|
||||
name once hyperguild is deployed. Until then, agents that try to
|
||||
reach the knowledge service on a host where it isn't running will
|
||||
get DNS NXDOMAIN, which is the desired fail-loudly behavior. -->
|
||||
- **Scoping**: defaults to `public` collection; client projects filter to `{client}` + `public`
|
||||
|
||||
## Client work rules
|
||||
|
||||
When working on a project tagged with a client name:
|
||||
1. Never send code, data, or context to cloud APIs — use local models only
|
||||
2. Never reference other client projects or their data
|
||||
3. Keep all artifacts within the client's git org / directory
|
||||
4. Treat everything as confidential unless told otherwise
|
||||
|
||||
## Harness-agnostic principles
|
||||
|
||||
This context is designed to work with any AI coding tool:
|
||||
- Claude Code, Cursor, Aider, Open WebUI, Charmbracelet Mods/Crush
|
||||
- Pi Coding Agent, Mistral Vibe, Antigravity
|
||||
- Any tool that accepts a system prompt or reads a markdown context file
|
||||
|
||||
The canonical source is always `.context/AGENT.md` (root) and `.context/PROJECT.md` (per-project).
|
||||
Derived files are committed (see *How context propagates* below) so a `git pull` on any host yields full agent context with no setup.
|
||||
|
||||
## How context propagates
|
||||
|
||||
Canonical sources of truth:
|
||||
- Universal: `~/dev/.context/AGENT.md` (this file)
|
||||
- Project: `<repo>/.context/PROJECT.md` (per-repo)
|
||||
|
||||
Derived files (committed, regenerated by `task context:sync`):
|
||||
- `CLAUDE.md`, `AGENTS.md`, `.cursorrules`, `.aider.conventions.md`,
|
||||
`.context/system-prompt.txt`
|
||||
|
||||
Workflow:
|
||||
1. Edit a canonical file. Run `task context:sync`. Commit canonical and
|
||||
derived together. Push.
|
||||
2. On any other host, `git pull` brings both. Claude Code (tree-walking)
|
||||
uses `CLAUDE.md`; Crush / Pi / Antigravity (cwd-only) use `AGENTS.md`;
|
||||
Cursor uses `.cursorrules`; Aider uses `.aider.conventions.md`.
|
||||
3. `task check` runs `context:sync` then asserts `git status --porcelain`
|
||||
is empty over the derived files (catches both modified-tracked drift
|
||||
and missing-untracked adapters). A drift fails the check with a
|
||||
message telling you to stage the regenerated files.
|
||||
|
||||
Behavior rules in this file and per-project rules in `PROJECT.md` apply
|
||||
unconditionally on every host, every harness.
|
||||
|
||||
## Engineering Skills
|
||||
|
||||
Shared engineering skills are available in `~/dev/.skills/`. Load on demand via the index.
|
||||
|
||||
See `~/dev/.skills/SKILLS_INDEX.md` for the full list with descriptions and "use when" triggers.
|
||||
|
||||
Key skills:
|
||||
- **TDD**: always write tests first — load `tdd` skill
|
||||
- **Code Review**: load `code-review` skill before any review
|
||||
- **SOLID/Clean Code**: load `solid` or `clean-code` skill for design work
|
||||
- **Problem first**: load `problem-analysis` skill before coding non-trivial features
|
||||
|
||||
---
|
||||
|
||||
# Project context
|
||||
|
||||
<!-- Canonical project context. Edit this, run `task context:sync`.
|
||||
Root agent context from ~/dev/.context/AGENT.md is automatically
|
||||
prepended for harnesses that don't walk the directory tree. -->
|
||||
|
||||
## Identity
|
||||
|
||||
- **Name**: supervisor
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**:
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
- **Primary language**: Go
|
||||
- **UI layer**: HTMX + Templ (when applicable)
|
||||
- **Fallback languages**: Python, TypeScript (justify in PR if used)
|
||||
- **Build**: Task (taskfile.dev), not Make
|
||||
- **Containers**: Docker (compose for dev, k3s for deploy)
|
||||
- **Target infra**: koala (GPU workloads), iguana (services), flamingo (edge)
|
||||
|
||||
## Conventions
|
||||
|
||||
### Code style
|
||||
- Go: follow `golines`, `gofumpt`, `golangci-lint` with project config
|
||||
- Tests: table-driven, in `_test.go` next to source, `testify` for assertions
|
||||
- Errors: wrap with `fmt.Errorf("operation: %w", err)`, no naked returns
|
||||
- Naming: stdlib conventions, no stuttering (`http.Client` not `http.HTTPClient`)
|
||||
|
||||
### Architecture preferences
|
||||
- Prefer standard library over frameworks (net/http over gin/echo)
|
||||
- Dependency injection via constructor functions, not containers
|
||||
- Configuration via environment variables, parsed at startup into a typed struct
|
||||
- Structured logging via `slog`
|
||||
|
||||
### Git
|
||||
- Conventional commits: `feat:`, `fix:`, `chore:`, `docs:`, `refactor:`
|
||||
- Branch naming: `feat/short-description`, `fix/short-description`
|
||||
- PRs: one concern per PR, description explains *why* not *what*
|
||||
|
||||
### Security
|
||||
- No secrets in code, ever — use env vars or SOPS-encrypted files
|
||||
- Client data never leaves local network unless explicitly cleared
|
||||
- Dependencies: audit with `govulncheck` before adding
|
||||
|
||||
## Knowledge base access
|
||||
|
||||
This project can query the shared knowledge base via MCP or HTTP:
|
||||
|
||||
- **MCP endpoint**: `mcp://localhost:3100/knowledge`
|
||||
- **HTTP fallback**: `http://localhost:3100/api/v1/search`
|
||||
- **Scoping**: queries are filtered to collection `personal` + `public`
|
||||
|
||||
## Agent instructions
|
||||
|
||||
When acting as a coding agent on this project:
|
||||
|
||||
1. Read this file and all `SKILL.md` files in `.skills/` before starting work
|
||||
2. Run `task check` before committing (lint + test + vet)
|
||||
3. If unsure about a convention, check `DECISIONS.md` or ask
|
||||
4. Never modify files outside the project root without explicit permission
|
||||
5. When adding a dependency, explain why in the commit message
|
||||
6. For client projects: never send code or context to cloud APIs — use local models via LiteLLM
|
||||
65
CLAUDE.md
Normal file
65
CLAUDE.md
Normal file
@@ -0,0 +1,65 @@
|
||||
# Project context
|
||||
|
||||
<!-- Canonical project context. Edit this, run `task context:sync`.
|
||||
Root agent context from ~/dev/.context/AGENT.md is automatically
|
||||
prepended for harnesses that don't walk the directory tree. -->
|
||||
|
||||
## Identity
|
||||
|
||||
- **Name**: supervisor
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**:
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
- **Primary language**: Go
|
||||
- **UI layer**: HTMX + Templ (when applicable)
|
||||
- **Fallback languages**: Python, TypeScript (justify in PR if used)
|
||||
- **Build**: Task (taskfile.dev), not Make
|
||||
- **Containers**: Docker (compose for dev, k3s for deploy)
|
||||
- **Target infra**: koala (GPU workloads), iguana (services), flamingo (edge)
|
||||
|
||||
## Conventions
|
||||
|
||||
### Code style
|
||||
- Go: follow `golines`, `gofumpt`, `golangci-lint` with project config
|
||||
- Tests: table-driven, in `_test.go` next to source, `testify` for assertions
|
||||
- Errors: wrap with `fmt.Errorf("operation: %w", err)`, no naked returns
|
||||
- Naming: stdlib conventions, no stuttering (`http.Client` not `http.HTTPClient`)
|
||||
|
||||
### Architecture preferences
|
||||
- Prefer standard library over frameworks (net/http over gin/echo)
|
||||
- Dependency injection via constructor functions, not containers
|
||||
- Configuration via environment variables, parsed at startup into a typed struct
|
||||
- Structured logging via `slog`
|
||||
|
||||
### Git
|
||||
- Conventional commits: `feat:`, `fix:`, `chore:`, `docs:`, `refactor:`
|
||||
- Branch naming: `feat/short-description`, `fix/short-description`
|
||||
- PRs: one concern per PR, description explains *why* not *what*
|
||||
|
||||
### Security
|
||||
- No secrets in code, ever — use env vars or SOPS-encrypted files
|
||||
- Client data never leaves local network unless explicitly cleared
|
||||
- Dependencies: audit with `govulncheck` before adding
|
||||
|
||||
## Knowledge base access
|
||||
|
||||
This project can query the shared knowledge base via MCP or HTTP:
|
||||
|
||||
- **MCP endpoint**: `mcp://localhost:3100/knowledge`
|
||||
- **HTTP fallback**: `http://localhost:3100/api/v1/search`
|
||||
- **Scoping**: queries are filtered to collection `personal` + `public`
|
||||
|
||||
## Agent instructions
|
||||
|
||||
When acting as a coding agent on this project:
|
||||
|
||||
1. Read this file and all `SKILL.md` files in `.skills/` before starting work
|
||||
2. Run `task check` before committing (lint + test + vet)
|
||||
3. If unsure about a convention, check `DECISIONS.md` or ask
|
||||
4. Never modify files outside the project root without explicit permission
|
||||
5. When adding a dependency, explain why in the commit message
|
||||
6. For client projects: never send code or context to cloud APIs — use local models via LiteLLM
|
||||
16
README.md
16
README.md
@@ -10,9 +10,9 @@ into a searchable brain.
|
||||
```
|
||||
Your Claude Code session (in any project)
|
||||
│
|
||||
│ MCP tools (over stdio bridge → HTTP)
|
||||
│ MCP over HTTP (Tailscale)
|
||||
▼
|
||||
supervisor :3200 — skill workers: tdd, retrospective
|
||||
supervisor :3200 (NodePort 30320 on koala) — skill workers: tdd, retrospective
|
||||
ingestion :3300 — brain HTTP API: query wiki, write notes
|
||||
│
|
||||
▼
|
||||
@@ -55,18 +55,18 @@ Create `.mcp.json` in your project root:
|
||||
{
|
||||
"mcpServers": {
|
||||
"supervisor": {
|
||||
"command": "/Users/mathias/dev/AI/supervisor/bin/supervisor-bridge",
|
||||
"env": {
|
||||
"SUPERVISOR_URL": "http://localhost:3200/mcp"
|
||||
}
|
||||
"type": "http",
|
||||
"url": "http://koala:30320/mcp"
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
Build the bridge binary once: `task bridge:build`
|
||||
The supervisor MCP server is reachable over Tailscale at `koala:30320` (NodePort
|
||||
to the in-cluster service on port 3200). No local binary or stdio shim is
|
||||
required — Claude Code talks to it directly via HTTP.
|
||||
|
||||
Then open Claude Code in your project — run `/mcp` to confirm `supervisor` is listed.
|
||||
Open Claude Code in your project — run `/mcp` to confirm `supervisor` is listed.
|
||||
|
||||
## A typical TDD session
|
||||
|
||||
|
||||
23
Taskfile.yml
23
Taskfile.yml
@@ -12,9 +12,6 @@ tasks:
|
||||
desc: Regenerate all harness-specific context files
|
||||
cmds:
|
||||
- bash scripts/context-sync.sh
|
||||
sources:
|
||||
- .context/PROJECT.md
|
||||
- .skills/*/SKILL.md
|
||||
|
||||
context:sync:claude:
|
||||
cmds: [bash scripts/context-sync.sh claude]
|
||||
@@ -57,7 +54,6 @@ tasks:
|
||||
desc: Build all binaries
|
||||
cmds:
|
||||
- task: supervisor:build
|
||||
- task: bridge:build
|
||||
- task: ingestion:build
|
||||
|
||||
supervisor:build:
|
||||
@@ -65,11 +61,6 @@ tasks:
|
||||
cmds:
|
||||
- go build -trimpath -ldflags="-s -w -X main.version={{.VERSION}}" -o bin/supervisor ./cmd/supervisor
|
||||
|
||||
bridge:build:
|
||||
desc: Build stdio↔HTTP bridge for Claude Code MCP integration
|
||||
cmds:
|
||||
- go build -trimpath -ldflags="-s -w" -o bin/supervisor-bridge ./cmd/bridge
|
||||
|
||||
ingestion:build:
|
||||
desc: Build ingestion server binary
|
||||
dir: ingestion
|
||||
@@ -79,8 +70,20 @@ tasks:
|
||||
# ── Quality ────────────────────────────────────────────────────────────────
|
||||
|
||||
check:
|
||||
desc: Run all checks (lint + test + vet) across all modules
|
||||
desc: Run all checks (context freshness + lint + test + vet) across all modules
|
||||
cmds:
|
||||
- task: context:sync
|
||||
- cmd: |
|
||||
drift=$(git status --porcelain -- AGENTS.md CLAUDE.md .cursorrules .aider.conventions.md .context/system-prompt.txt 2>/dev/null)
|
||||
if [ -n "$drift" ]; then
|
||||
echo "ERROR: derived adapters drifted from canonical context." >&2
|
||||
echo "$drift" >&2
|
||||
echo "" >&2
|
||||
echo "Run: git add AGENTS.md CLAUDE.md .cursorrules .aider.conventions.md .context/system-prompt.txt" >&2
|
||||
echo " git commit -m 'chore: re-sync context adapters'" >&2
|
||||
exit 1
|
||||
fi
|
||||
echo "✓ context: canonical and adapters are in sync"
|
||||
- task: lint
|
||||
- task: test
|
||||
- task: vet
|
||||
|
||||
@@ -1,59 +0,0 @@
|
||||
// bridge is a stdio↔HTTP adapter that lets Claude Code connect to the
|
||||
// supervisor MCP server via the stdio transport.
|
||||
//
|
||||
// Claude Code spawns this binary as a subprocess and communicates over
|
||||
// stdin/stdout. Each newline-delimited JSON-RPC message from stdin is
|
||||
// forwarded to the supervisor HTTP server and the response is written back.
|
||||
//
|
||||
// Usage:
|
||||
//
|
||||
// SUPERVISOR_URL=http://localhost:3200/mcp bridge
|
||||
package main
|
||||
|
||||
import (
|
||||
"bufio"
|
||||
"bytes"
|
||||
"fmt"
|
||||
"io"
|
||||
"net/http"
|
||||
"os"
|
||||
)
|
||||
|
||||
func main() {
|
||||
url := os.Getenv("SUPERVISOR_URL")
|
||||
if url == "" {
|
||||
url = "http://localhost:3200/mcp"
|
||||
}
|
||||
|
||||
client := &http.Client{}
|
||||
scanner := bufio.NewScanner(os.Stdin)
|
||||
scanner.Buffer(make([]byte, 1024*1024), 1024*1024)
|
||||
|
||||
for scanner.Scan() {
|
||||
line := scanner.Bytes()
|
||||
if len(bytes.TrimSpace(line)) == 0 {
|
||||
continue
|
||||
}
|
||||
|
||||
req, err := http.NewRequest(http.MethodPost, url, bytes.NewReader(line))
|
||||
if err != nil {
|
||||
fmt.Fprintf(os.Stderr, "bridge: build request: %v\n", err)
|
||||
continue
|
||||
}
|
||||
req.Header.Set("Content-Type", "application/json")
|
||||
|
||||
resp, err := client.Do(req)
|
||||
if err != nil {
|
||||
fmt.Fprintf(os.Stderr, "bridge: request failed: %v\n", err)
|
||||
continue
|
||||
}
|
||||
_, _ = io.Copy(os.Stdout, resp.Body)
|
||||
_ = resp.Body.Close()
|
||||
_, _ = os.Stdout.Write([]byte("\n"))
|
||||
}
|
||||
|
||||
if err := scanner.Err(); err != nil {
|
||||
fmt.Fprintf(os.Stderr, "bridge: scanner: %v\n", err)
|
||||
os.Exit(1)
|
||||
}
|
||||
}
|
||||
1826
docs/superpowers/plans/2026-04-29-brain-mcp-migration.md
Normal file
1826
docs/superpowers/plans/2026-04-29-brain-mcp-migration.md
Normal file
File diff suppressed because it is too large
Load Diff
@@ -12,6 +12,7 @@ import (
|
||||
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/api"
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/llm"
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/mcp"
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/pipeline"
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/watcher"
|
||||
)
|
||||
@@ -54,6 +55,8 @@ func main() {
|
||||
|
||||
h := api.NewHandler(brainDir, logger, pipelineCfg)
|
||||
|
||||
mcpSrv := mcp.NewServer(brainDir, &pipelineCfg, llmClient.Complete)
|
||||
|
||||
ctx := context.Background()
|
||||
if watchInterval > 0 {
|
||||
watcher.Start(ctx, watcher.Config{
|
||||
@@ -68,7 +71,9 @@ func main() {
|
||||
mux.HandleFunc("POST /write", h.Write)
|
||||
mux.HandleFunc("POST /ingest", h.Ingest)
|
||||
mux.HandleFunc("POST /ingest-path", h.IngestPath)
|
||||
mux.HandleFunc("POST /ingest-raw", h.IngestRaw)
|
||||
mux.HandleFunc("POST /backfill-refs", h.BackfillRefs)
|
||||
mux.Handle("POST /mcp", mcpSrv)
|
||||
|
||||
addr := ":" + port
|
||||
watchIntervalLog := "disabled"
|
||||
@@ -82,6 +87,7 @@ func main() {
|
||||
"llm_model", llmModel,
|
||||
"chunk_size", chunkSize,
|
||||
"watch_interval", watchIntervalLog,
|
||||
"mcp_enabled", true,
|
||||
)
|
||||
if err := http.ListenAndServe(addr, mux); err != nil {
|
||||
logger.Error("server stopped", "err", err)
|
||||
|
||||
@@ -85,6 +85,57 @@ func (h *Handler) Query(w http.ResponseWriter, r *http.Request) {
|
||||
writeJSON(w, map[string]any{"results": results})
|
||||
}
|
||||
|
||||
// WriteNote writes a markdown file to brainDir/knowledge/<filename>, optionally
|
||||
// prefixed with YAML frontmatter built from typ and domain. Returns the path
|
||||
// relative to brainDir (forward-slashed). Filename traversal is rejected.
|
||||
func WriteNote(brainDir, content, filename, typ, domain string) (string, error) {
|
||||
if content == "" {
|
||||
return "", fmt.Errorf("content is required")
|
||||
}
|
||||
if filename == "" {
|
||||
filename = fmt.Sprintf("%s-auto.md", time.Now().UTC().Format("2006-01-02-150405"))
|
||||
}
|
||||
|
||||
rawDir := filepath.Join(brainDir, "knowledge")
|
||||
if err := os.MkdirAll(rawDir, 0o755); err != nil {
|
||||
return "", fmt.Errorf("create raw dir: %w", err)
|
||||
}
|
||||
|
||||
finalContent := content
|
||||
if typ != "" || domain != "" {
|
||||
var fm strings.Builder
|
||||
fm.WriteString("---\n")
|
||||
if typ != "" {
|
||||
fmt.Fprintf(&fm, "type: %s\n", typ)
|
||||
}
|
||||
if domain != "" {
|
||||
fmt.Fprintf(&fm, "domain: %s\n", domain)
|
||||
}
|
||||
fm.WriteString("---\n")
|
||||
finalContent = fm.String() + content
|
||||
}
|
||||
|
||||
// Reject path separators outright; any non-flat filename is misuse.
|
||||
if strings.ContainsAny(filename, `/\`) {
|
||||
return "", fmt.Errorf("invalid filename")
|
||||
}
|
||||
base := filepath.Base(filename)
|
||||
// After Base, "." and ".." remain. Reject those before adding .md.
|
||||
if base == "." || base == ".." || base == "" {
|
||||
return "", fmt.Errorf("invalid filename")
|
||||
}
|
||||
if !strings.HasSuffix(base, ".md") {
|
||||
base += ".md"
|
||||
}
|
||||
dest := filepath.Join(rawDir, base)
|
||||
if err := os.WriteFile(dest, []byte(finalContent), 0o644); err != nil {
|
||||
return "", fmt.Errorf("write: %w", err)
|
||||
}
|
||||
|
||||
rel, _ := filepath.Rel(brainDir, dest)
|
||||
return filepath.ToSlash(rel), nil
|
||||
}
|
||||
|
||||
// Write handles POST /write — write raw content to brain/knowledge/.
|
||||
func (h *Handler) Write(w http.ResponseWriter, r *http.Request) {
|
||||
var req writeRequest
|
||||
@@ -92,53 +143,13 @@ func (h *Handler) Write(w http.ResponseWriter, r *http.Request) {
|
||||
writeError(w, http.StatusBadRequest, "invalid JSON")
|
||||
return
|
||||
}
|
||||
if req.Content == "" {
|
||||
writeError(w, http.StatusBadRequest, "content is required")
|
||||
return
|
||||
}
|
||||
|
||||
filename := req.Filename
|
||||
if filename == "" {
|
||||
filename = fmt.Sprintf("%s-auto.md", time.Now().UTC().Format("2006-01-02-150405"))
|
||||
}
|
||||
|
||||
rawDir := filepath.Join(h.brainDir, "knowledge")
|
||||
if err := os.MkdirAll(rawDir, 0o755); err != nil {
|
||||
writeError(w, http.StatusInternalServerError, "failed to create raw dir")
|
||||
return
|
||||
}
|
||||
|
||||
finalContent := req.Content
|
||||
if req.Type != "" || req.Domain != "" {
|
||||
var fm strings.Builder
|
||||
fm.WriteString("---\n")
|
||||
if req.Type != "" {
|
||||
fmt.Fprintf(&fm, "type: %s\n", req.Type)
|
||||
}
|
||||
if req.Domain != "" {
|
||||
fmt.Fprintf(&fm, "domain: %s\n", req.Domain)
|
||||
}
|
||||
fm.WriteString("---\n")
|
||||
finalContent = fm.String() + req.Content
|
||||
}
|
||||
|
||||
base := filepath.Base(filename)
|
||||
if !strings.HasSuffix(base, ".md") {
|
||||
base += ".md"
|
||||
}
|
||||
dest := filepath.Join(rawDir, base)
|
||||
if !strings.HasPrefix(filepath.Clean(dest)+string(os.PathSeparator), filepath.Clean(rawDir)+string(os.PathSeparator)) {
|
||||
writeError(w, http.StatusBadRequest, "invalid filename")
|
||||
return
|
||||
}
|
||||
if err := os.WriteFile(dest, []byte(finalContent), 0o644); err != nil {
|
||||
relPath, err := WriteNote(h.brainDir, req.Content, req.Filename, req.Type, req.Domain)
|
||||
if err != nil {
|
||||
h.logger.Error("write failed", "err", err)
|
||||
writeError(w, http.StatusInternalServerError, "write error")
|
||||
writeError(w, http.StatusBadRequest, err.Error())
|
||||
return
|
||||
}
|
||||
|
||||
rel, _ := filepath.Rel(h.brainDir, dest)
|
||||
writeJSON(w, map[string]string{"path": filepath.ToSlash(rel)})
|
||||
writeJSON(w, map[string]string{"path": relPath})
|
||||
}
|
||||
|
||||
// Ingest handles POST /ingest — run the pipeline on provided content.
|
||||
@@ -272,6 +283,48 @@ func (h *Handler) IngestPath(w http.ResponseWriter, r *http.Request) {
|
||||
writeJSON(w, ingestResponse{Pages: allPages, Warnings: allWarnings})
|
||||
}
|
||||
|
||||
type ingestRawRequest struct {
|
||||
Source string `json:"source"`
|
||||
Pages []pipeline.RawPage `json:"pages"`
|
||||
DryRun bool `json:"dry_run"`
|
||||
}
|
||||
|
||||
// IngestRaw handles POST /ingest-raw — run the pipeline on pre-parsed RawPages,
|
||||
// skipping the LLM extraction step. Use when the caller has already produced
|
||||
// structured page data (e.g. from a more capable model or manual curation).
|
||||
func (h *Handler) IngestRaw(w http.ResponseWriter, r *http.Request) {
|
||||
var req ingestRawRequest
|
||||
if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
|
||||
writeError(w, http.StatusBadRequest, "invalid JSON")
|
||||
return
|
||||
}
|
||||
if strings.TrimSpace(req.Source) == "" {
|
||||
writeError(w, http.StatusBadRequest, "source is required")
|
||||
return
|
||||
}
|
||||
if len(req.Pages) == 0 {
|
||||
writeError(w, http.StatusBadRequest, "pages is required and must be non-empty")
|
||||
return
|
||||
}
|
||||
|
||||
result, err := pipeline.RunRaw(h.brainDir, req.Source, req.Pages, req.DryRun)
|
||||
if err != nil {
|
||||
h.logger.Error("ingest-raw failed", "source", req.Source, "err", err)
|
||||
writeError(w, http.StatusInternalServerError, "ingest error")
|
||||
return
|
||||
}
|
||||
|
||||
pages := result.Pages
|
||||
if pages == nil {
|
||||
pages = []string{}
|
||||
}
|
||||
warnings := result.Warnings
|
||||
if warnings == nil {
|
||||
warnings = []string{}
|
||||
}
|
||||
writeJSON(w, ingestResponse{Pages: pages, Warnings: warnings})
|
||||
}
|
||||
|
||||
// BackfillRefs handles POST /backfill-refs — injects source back-references
|
||||
// into all concept and entity pages based on existing wiki/sources/ pages.
|
||||
func (h *Handler) BackfillRefs(w http.ResponseWriter, r *http.Request) {
|
||||
|
||||
@@ -226,6 +226,85 @@ func TestIngestPath_File(t *testing.T) {
|
||||
assert.NotEmpty(t, pagesSlice)
|
||||
}
|
||||
|
||||
// ---------------------------------------------------------------------------
|
||||
// POST /ingest-raw
|
||||
// ---------------------------------------------------------------------------
|
||||
|
||||
func TestIngestRaw_Validation(t *testing.T) {
|
||||
cases := []struct {
|
||||
name string
|
||||
body map[string]any
|
||||
}{
|
||||
{"missing source", map[string]any{"pages": []any{map[string]any{"title": "X", "type": "concept", "content": "x"}}}},
|
||||
{"missing pages", map[string]any{"source": "test-source"}},
|
||||
{"empty pages", map[string]any{"source": "test-source", "pages": []any{}}},
|
||||
}
|
||||
for _, tc := range cases {
|
||||
t.Run(tc.name, func(t *testing.T) {
|
||||
_, h := setup(t)
|
||||
body, _ := json.Marshal(tc.body)
|
||||
req := httptest.NewRequest(http.MethodPost, "/ingest-raw", bytes.NewReader(body))
|
||||
rec := httptest.NewRecorder()
|
||||
|
||||
h.IngestRaw(rec, req)
|
||||
|
||||
assert.Equal(t, http.StatusBadRequest, rec.Code)
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestIngestRaw_Success(t *testing.T) {
|
||||
dir, h := setup(t)
|
||||
body, _ := json.Marshal(map[string]any{
|
||||
"source": "test-article",
|
||||
"pages": []any{
|
||||
map[string]any{"title": "Test Article", "type": "source", "subtype": "article", "domain": "Testing", "content": "## Summary\n\nThis is a test article about [[Test Concept]].\n"},
|
||||
map[string]any{"title": "Test Concept", "type": "concept", "domain": "Testing", "content": "A concept for testing.\n"},
|
||||
},
|
||||
})
|
||||
req := httptest.NewRequest(http.MethodPost, "/ingest-raw", bytes.NewReader(body))
|
||||
rec := httptest.NewRecorder()
|
||||
|
||||
h.IngestRaw(rec, req)
|
||||
|
||||
require.Equal(t, http.StatusOK, rec.Code)
|
||||
var resp map[string]any
|
||||
require.NoError(t, json.Unmarshal(rec.Body.Bytes(), &resp))
|
||||
pages := resp["pages"].([]any)
|
||||
assert.Len(t, pages, 2)
|
||||
|
||||
// Verify files were written
|
||||
sourcePath := filepath.Join(dir, "wiki", "sources", "test-article.md")
|
||||
assert.FileExists(t, sourcePath)
|
||||
conceptPath := filepath.Join(dir, "wiki", "concepts", "test-concept.md")
|
||||
assert.FileExists(t, conceptPath)
|
||||
}
|
||||
|
||||
func TestIngestRaw_DryRun(t *testing.T) {
|
||||
dir, h := setup(t)
|
||||
body, _ := json.Marshal(map[string]any{
|
||||
"source": "dry-run-test",
|
||||
"pages": []any{
|
||||
map[string]any{"title": "Dry Run Source", "type": "source", "subtype": "article", "content": "Content."},
|
||||
},
|
||||
"dry_run": true,
|
||||
})
|
||||
req := httptest.NewRequest(http.MethodPost, "/ingest-raw", bytes.NewReader(body))
|
||||
rec := httptest.NewRecorder()
|
||||
|
||||
h.IngestRaw(rec, req)
|
||||
|
||||
require.Equal(t, http.StatusOK, rec.Code)
|
||||
var resp map[string]any
|
||||
require.NoError(t, json.Unmarshal(rec.Body.Bytes(), &resp))
|
||||
pages := resp["pages"].([]any)
|
||||
assert.NotEmpty(t, pages)
|
||||
|
||||
// Verify no files were written
|
||||
sourcePath := filepath.Join(dir, "wiki", "sources", "dry-run-test.md")
|
||||
assert.NoFileExists(t, sourcePath)
|
||||
}
|
||||
|
||||
func TestIngestPath_Directory(t *testing.T) {
|
||||
_, h := setup(t)
|
||||
|
||||
|
||||
256
ingestion/internal/mcp/handlers.go
Normal file
256
ingestion/internal/mcp/handlers.go
Normal file
@@ -0,0 +1,256 @@
|
||||
package mcp
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"path/filepath"
|
||||
"strings"
|
||||
"time"
|
||||
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/api"
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/extract"
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/pipeline"
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/search"
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/session"
|
||||
)
|
||||
|
||||
// tools returns the tool descriptors. Handler bodies for each tool are filled
|
||||
// in subsequent tasks; this file currently only provides the descriptors.
|
||||
func (s *Server) tools() []map[string]any {
|
||||
str := func(desc string) map[string]any {
|
||||
return map[string]any{"type": "string", "description": desc}
|
||||
}
|
||||
int_ := func(desc string) map[string]any {
|
||||
return map[string]any{"type": "integer", "description": desc}
|
||||
}
|
||||
schema := func(required []string, props map[string]any) json.RawMessage {
|
||||
b, _ := json.Marshal(map[string]any{
|
||||
"type": "object", "required": required, "properties": props,
|
||||
})
|
||||
return b
|
||||
}
|
||||
|
||||
return []map[string]any{
|
||||
{
|
||||
"name": "brain_query",
|
||||
"description": "BM25 full-text search across brain/knowledge/ and brain/wiki/ markdown files.",
|
||||
"inputSchema": schema([]string{"query"}, map[string]any{
|
||||
"query": str("search terms"),
|
||||
"limit": int_("max results, default 5"),
|
||||
}),
|
||||
},
|
||||
{
|
||||
"name": "brain_write",
|
||||
"description": "Write a raw knowledge note to brain/knowledge/.",
|
||||
"inputSchema": schema([]string{"content"}, map[string]any{
|
||||
"content": str("markdown content"),
|
||||
"filename": str("optional filename"),
|
||||
"type": str("optional frontmatter type"),
|
||||
"domain": str("optional frontmatter domain"),
|
||||
}),
|
||||
},
|
||||
{
|
||||
"name": "brain_ingest_raw",
|
||||
"description": "Ingest pre-structured pages into the brain wiki, bypassing the LLM extraction step.",
|
||||
"inputSchema": schema([]string{"source", "pages"}, map[string]any{
|
||||
"source": str("source name"),
|
||||
"pages": map[string]any{"type": "array"},
|
||||
"dry_run": map[string]any{"type": "boolean"},
|
||||
}),
|
||||
},
|
||||
{
|
||||
"name": "brain_ingest",
|
||||
"description": "Ingest content into the brain wiki via the LLM extraction pipeline.",
|
||||
"inputSchema": schema([]string{}, map[string]any{
|
||||
"content": str("raw content; required when path is empty"),
|
||||
"source": str("source name; required when path is empty"),
|
||||
"path": str("file path; mutually exclusive with content+source"),
|
||||
"dry_run": map[string]any{"type": "boolean"},
|
||||
}),
|
||||
},
|
||||
{
|
||||
"name": "session_log",
|
||||
"description": "Append a structured entry to brain/sessions/<session_id>.jsonl.",
|
||||
"inputSchema": schema([]string{"session_id"}, map[string]any{
|
||||
"session_id": str("session identifier"),
|
||||
"skill": str("skill name"),
|
||||
"phase": str("phase within the skill"),
|
||||
"project_root": str("absolute project root"),
|
||||
"final_status": str("ok | error | skipped"),
|
||||
"file_path": str("optional file produced"),
|
||||
"model_used": str("optional model identifier"),
|
||||
"duration_ms": int_("optional duration in ms"),
|
||||
"message": str("optional free-text"),
|
||||
}),
|
||||
},
|
||||
}
|
||||
}
|
||||
|
||||
type brainQueryArgs struct {
|
||||
Query string `json:"query"`
|
||||
Limit int `json:"limit,omitempty"`
|
||||
}
|
||||
|
||||
func (s *Server) brainQuery(ctx context.Context, args json.RawMessage) (json.RawMessage, error) {
|
||||
var a brainQueryArgs
|
||||
if err := json.Unmarshal(args, &a); err != nil {
|
||||
return nil, fmt.Errorf("parse args: %w", err)
|
||||
}
|
||||
if a.Query == "" {
|
||||
return nil, fmt.Errorf("query is required")
|
||||
}
|
||||
if a.Limit == 0 {
|
||||
a.Limit = 5
|
||||
}
|
||||
results, err := search.Query(s.brainDir, a.Query, a.Limit)
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("search: %w", err)
|
||||
}
|
||||
return json.Marshal(map[string]any{"results": results})
|
||||
}
|
||||
|
||||
type brainWriteArgs struct {
|
||||
Content string `json:"content"`
|
||||
Filename string `json:"filename,omitempty"`
|
||||
Type string `json:"type,omitempty"`
|
||||
Domain string `json:"domain,omitempty"`
|
||||
}
|
||||
|
||||
func (s *Server) brainWrite(ctx context.Context, args json.RawMessage) (json.RawMessage, error) {
|
||||
var a brainWriteArgs
|
||||
if err := json.Unmarshal(args, &a); err != nil {
|
||||
return nil, fmt.Errorf("parse args: %w", err)
|
||||
}
|
||||
relPath, err := api.WriteNote(s.brainDir, a.Content, a.Filename, a.Type, a.Domain)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
return json.Marshal(map[string]string{"path": relPath})
|
||||
}
|
||||
|
||||
type brainIngestRawArgs struct {
|
||||
Source string `json:"source"`
|
||||
Pages []pipeline.RawPage `json:"pages"`
|
||||
DryRun bool `json:"dry_run,omitempty"`
|
||||
}
|
||||
|
||||
func (s *Server) brainIngestRaw(ctx context.Context, args json.RawMessage) (json.RawMessage, error) {
|
||||
var a brainIngestRawArgs
|
||||
if err := json.Unmarshal(args, &a); err != nil {
|
||||
return nil, fmt.Errorf("parse args: %w", err)
|
||||
}
|
||||
if a.Source == "" {
|
||||
return nil, fmt.Errorf("source is required")
|
||||
}
|
||||
if len(a.Pages) == 0 {
|
||||
return nil, fmt.Errorf("pages must be non-empty")
|
||||
}
|
||||
result, err := pipeline.RunRaw(s.brainDir, a.Source, a.Pages, a.DryRun)
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("ingest: %w", err)
|
||||
}
|
||||
pages := result.Pages
|
||||
if pages == nil {
|
||||
pages = []string{}
|
||||
}
|
||||
warnings := result.Warnings
|
||||
if warnings == nil {
|
||||
warnings = []string{}
|
||||
}
|
||||
return json.Marshal(map[string]any{"pages": pages, "warnings": warnings})
|
||||
}
|
||||
|
||||
type brainIngestArgs struct {
|
||||
Content string `json:"content,omitempty"`
|
||||
Source string `json:"source,omitempty"`
|
||||
Path string `json:"path,omitempty"`
|
||||
DryRun bool `json:"dry_run,omitempty"`
|
||||
}
|
||||
|
||||
func (s *Server) brainIngest(ctx context.Context, args json.RawMessage) (json.RawMessage, error) {
|
||||
var a brainIngestArgs
|
||||
if err := json.Unmarshal(args, &a); err != nil {
|
||||
return nil, fmt.Errorf("parse args: %w", err)
|
||||
}
|
||||
if a.Path != "" && a.Content != "" {
|
||||
return nil, fmt.Errorf("path and content+source are mutually exclusive")
|
||||
}
|
||||
if a.Path == "" && a.Content == "" {
|
||||
return nil, fmt.Errorf("either path or content+source is required")
|
||||
}
|
||||
if s.pipeline.Complete == nil {
|
||||
return nil, fmt.Errorf("LLM not configured: set INGEST_LLM_URL")
|
||||
}
|
||||
|
||||
if a.Path != "" {
|
||||
text, err := extract.Text(a.Path)
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("extract: %w", err)
|
||||
}
|
||||
source := a.Source
|
||||
if source == "" {
|
||||
source = filepath.Base(strings.TrimSuffix(a.Path, filepath.Ext(a.Path)))
|
||||
}
|
||||
return s.runIngest(ctx, text, source, a.DryRun)
|
||||
}
|
||||
if a.Source == "" {
|
||||
return nil, fmt.Errorf("source is required when content is provided")
|
||||
}
|
||||
return s.runIngest(ctx, a.Content, a.Source, a.DryRun)
|
||||
}
|
||||
|
||||
type sessionLogArgs struct {
|
||||
SessionID string `json:"session_id"`
|
||||
Skill string `json:"skill,omitempty"`
|
||||
Phase string `json:"phase,omitempty"`
|
||||
ProjectRoot string `json:"project_root,omitempty"`
|
||||
FinalStatus string `json:"final_status,omitempty"`
|
||||
FilePath string `json:"file_path,omitempty"`
|
||||
ModelUsed string `json:"model_used,omitempty"`
|
||||
DurationMs int64 `json:"duration_ms,omitempty"`
|
||||
Message string `json:"message,omitempty"`
|
||||
}
|
||||
|
||||
func (s *Server) sessionLog(ctx context.Context, args json.RawMessage) (json.RawMessage, error) {
|
||||
var a sessionLogArgs
|
||||
if err := json.Unmarshal(args, &a); err != nil {
|
||||
return nil, fmt.Errorf("parse args: %w", err)
|
||||
}
|
||||
if a.SessionID == "" {
|
||||
return nil, fmt.Errorf("session_id is required")
|
||||
}
|
||||
entry := session.Entry{
|
||||
SessionID: a.SessionID,
|
||||
Timestamp: time.Now().UTC(),
|
||||
Skill: a.Skill,
|
||||
Phase: a.Phase,
|
||||
ProjectRoot: a.ProjectRoot,
|
||||
FinalStatus: a.FinalStatus,
|
||||
FilePath: a.FilePath,
|
||||
ModelUsed: a.ModelUsed,
|
||||
DurationMs: a.DurationMs,
|
||||
Message: a.Message,
|
||||
}
|
||||
dir := filepath.Join(s.brainDir, "sessions")
|
||||
if err := session.Append(dir, a.SessionID, entry); err != nil {
|
||||
return nil, fmt.Errorf("append: %w", err)
|
||||
}
|
||||
return json.Marshal(map[string]string{"status": "ok", "session_id": a.SessionID})
|
||||
}
|
||||
|
||||
func (s *Server) runIngest(ctx context.Context, content, source string, dryRun bool) (json.RawMessage, error) {
|
||||
result, err := pipeline.Run(ctx, s.pipeline, s.brainDir, content, source, dryRun)
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("ingest: %w", err)
|
||||
}
|
||||
pages := result.Pages
|
||||
if pages == nil {
|
||||
pages = []string{}
|
||||
}
|
||||
warnings := result.Warnings
|
||||
if warnings == nil {
|
||||
warnings = []string{}
|
||||
}
|
||||
return json.Marshal(map[string]any{"pages": pages, "warnings": warnings})
|
||||
}
|
||||
196
ingestion/internal/mcp/handlers_test.go
Normal file
196
ingestion/internal/mcp/handlers_test.go
Normal file
@@ -0,0 +1,196 @@
|
||||
package mcp_test
|
||||
|
||||
import (
|
||||
"bytes"
|
||||
"encoding/json"
|
||||
"net/http"
|
||||
"net/http/httptest"
|
||||
"os"
|
||||
"path/filepath"
|
||||
"testing"
|
||||
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/mcp"
|
||||
"github.com/stretchr/testify/assert"
|
||||
"github.com/stretchr/testify/require"
|
||||
)
|
||||
|
||||
func toolCall(t *testing.T, srv http.Handler, name string, args map[string]any) map[string]any {
|
||||
t.Helper()
|
||||
bodyBytes, err := json.Marshal(map[string]any{
|
||||
"jsonrpc": "2.0", "id": 1, "method": "tools/call",
|
||||
"params": map[string]any{"name": name, "arguments": args},
|
||||
})
|
||||
require.NoError(t, err)
|
||||
req := httptest.NewRequest(http.MethodPost, "/mcp", bytes.NewReader(bodyBytes))
|
||||
rr := httptest.NewRecorder()
|
||||
srv.ServeHTTP(rr, req)
|
||||
require.Equal(t, http.StatusOK, rr.Code)
|
||||
var resp map[string]any
|
||||
require.NoError(t, json.Unmarshal(rr.Body.Bytes(), &resp))
|
||||
return resp
|
||||
}
|
||||
|
||||
func TestBrainQueryReturnsResults(t *testing.T) {
|
||||
brainDir := t.TempDir()
|
||||
knowledge := filepath.Join(brainDir, "knowledge")
|
||||
require.NoError(t, os.MkdirAll(knowledge, 0o755))
|
||||
require.NoError(t, os.WriteFile(
|
||||
filepath.Join(knowledge, "tdd.md"),
|
||||
[]byte("# TDD\n\nTest-driven development is iterative.\n"),
|
||||
0o644,
|
||||
))
|
||||
|
||||
srv := mcp.NewServer(brainDir, nil, nil)
|
||||
resp := toolCall(t, srv, "brain_query", map[string]any{"query": "tdd"})
|
||||
|
||||
require.Nil(t, resp["error"])
|
||||
result := resp["result"].(map[string]any)
|
||||
content := result["content"].([]any)
|
||||
require.NotEmpty(t, content)
|
||||
text := content[0].(map[string]any)["text"].(string)
|
||||
assert.Contains(t, text, "tdd.md")
|
||||
}
|
||||
|
||||
func TestBrainWriteCreatesFile(t *testing.T) {
|
||||
brainDir := t.TempDir()
|
||||
srv := mcp.NewServer(brainDir, nil, nil)
|
||||
|
||||
resp := toolCall(t, srv, "brain_write", map[string]any{
|
||||
"content": "# Test\n\nbody",
|
||||
"filename": "test.md",
|
||||
"type": "note",
|
||||
"domain": "personal",
|
||||
})
|
||||
require.Nil(t, resp["error"])
|
||||
|
||||
got, err := os.ReadFile(filepath.Join(brainDir, "knowledge", "test.md"))
|
||||
require.NoError(t, err)
|
||||
assert.Contains(t, string(got), "type: note")
|
||||
assert.Contains(t, string(got), "domain: personal")
|
||||
assert.Contains(t, string(got), "# Test")
|
||||
}
|
||||
|
||||
func TestBrainWriteRejectsTraversal(t *testing.T) {
|
||||
brainDir := t.TempDir()
|
||||
srv := mcp.NewServer(brainDir, nil, nil)
|
||||
|
||||
resp := toolCall(t, srv, "brain_write", map[string]any{
|
||||
"content": "x",
|
||||
"filename": "../escape.md",
|
||||
})
|
||||
require.NotNil(t, resp["error"])
|
||||
}
|
||||
|
||||
func TestBrainWriteAcceptsDoubleDotInName(t *testing.T) {
|
||||
brainDir := t.TempDir()
|
||||
srv := mcp.NewServer(brainDir, nil, nil)
|
||||
|
||||
resp := toolCall(t, srv, "brain_write", map[string]any{
|
||||
"content": "x",
|
||||
"filename": "notes..draft.md",
|
||||
})
|
||||
require.Nil(t, resp["error"])
|
||||
|
||||
_, err := os.Stat(filepath.Join(brainDir, "knowledge", "notes..draft.md"))
|
||||
require.NoError(t, err, "filename with embedded .. should be allowed")
|
||||
}
|
||||
|
||||
func TestBrainIngestRawDryRun(t *testing.T) {
|
||||
brainDir := t.TempDir()
|
||||
require.NoError(t, os.MkdirAll(filepath.Join(brainDir, "wiki", "concepts"), 0o755))
|
||||
srv := mcp.NewServer(brainDir, nil, nil)
|
||||
|
||||
resp := toolCall(t, srv, "brain_ingest_raw", map[string]any{
|
||||
"source": "test-source",
|
||||
"dry_run": true,
|
||||
"pages": []map[string]any{
|
||||
{
|
||||
"title": "Test Concept",
|
||||
"type": "concept",
|
||||
"content": "## Definition\nA test concept.",
|
||||
},
|
||||
},
|
||||
})
|
||||
require.Nil(t, resp["error"])
|
||||
result := resp["result"].(map[string]any)
|
||||
content := result["content"].([]any)
|
||||
text := content[0].(map[string]any)["text"].(string)
|
||||
|
||||
var parsed struct {
|
||||
Pages []string `json:"pages"`
|
||||
}
|
||||
require.NoError(t, json.Unmarshal([]byte(text), &parsed))
|
||||
require.NotEmpty(t, parsed.Pages, "expected at least one page path")
|
||||
assert.Contains(t, parsed.Pages[0], "wiki/concepts/test-concept.md")
|
||||
|
||||
// dry_run: no file should exist
|
||||
_, err := os.Stat(filepath.Join(brainDir, "wiki", "concepts", "test-concept.md"))
|
||||
assert.True(t, os.IsNotExist(err))
|
||||
}
|
||||
|
||||
func TestBrainIngestRejectsBoth(t *testing.T) {
|
||||
brainDir := t.TempDir()
|
||||
srv := mcp.NewServer(brainDir, nil, nil)
|
||||
|
||||
resp := toolCall(t, srv, "brain_ingest", map[string]any{
|
||||
"content": "x",
|
||||
"source": "y",
|
||||
"path": "/tmp/foo.md",
|
||||
})
|
||||
require.NotNil(t, resp["error"])
|
||||
}
|
||||
|
||||
func TestBrainIngestRequiresOne(t *testing.T) {
|
||||
brainDir := t.TempDir()
|
||||
srv := mcp.NewServer(brainDir, nil, nil)
|
||||
|
||||
resp := toolCall(t, srv, "brain_ingest", map[string]any{})
|
||||
require.NotNil(t, resp["error"])
|
||||
}
|
||||
|
||||
func TestBrainIngestRejectsContentWithoutSource(t *testing.T) {
|
||||
brainDir := t.TempDir()
|
||||
srv := mcp.NewServer(brainDir, nil, nil)
|
||||
|
||||
resp := toolCall(t, srv, "brain_ingest", map[string]any{
|
||||
"content": "x",
|
||||
})
|
||||
require.NotNil(t, resp["error"])
|
||||
}
|
||||
|
||||
func TestBrainIngestRequiresLLMConfigured(t *testing.T) {
|
||||
brainDir := t.TempDir()
|
||||
srv := mcp.NewServer(brainDir, nil, nil) // nil pipelineCfg → no LLM
|
||||
|
||||
resp := toolCall(t, srv, "brain_ingest", map[string]any{
|
||||
"content": "some content",
|
||||
"source": "test",
|
||||
})
|
||||
require.NotNil(t, resp["error"])
|
||||
errObj := resp["error"].(map[string]any)
|
||||
assert.Contains(t, errObj["message"].(string), "LLM not configured")
|
||||
}
|
||||
|
||||
func TestSessionLogAppends(t *testing.T) {
|
||||
brainDir := t.TempDir()
|
||||
srv := mcp.NewServer(brainDir, nil, nil)
|
||||
|
||||
resp := toolCall(t, srv, "session_log", map[string]any{
|
||||
"session_id": "session-x",
|
||||
"skill": "tdd",
|
||||
"phase": "red",
|
||||
"final_status": "ok",
|
||||
})
|
||||
require.Nil(t, resp["error"])
|
||||
|
||||
got, err := os.ReadFile(filepath.Join(brainDir, "sessions", "session-x.jsonl"))
|
||||
require.NoError(t, err)
|
||||
assert.Contains(t, string(got), `"skill":"tdd"`)
|
||||
assert.Contains(t, string(got), `"phase":"red"`)
|
||||
}
|
||||
|
||||
func TestSessionLogRequiresSessionID(t *testing.T) {
|
||||
srv := mcp.NewServer(t.TempDir(), nil, nil)
|
||||
resp := toolCall(t, srv, "session_log", map[string]any{"skill": "tdd"})
|
||||
require.NotNil(t, resp["error"])
|
||||
}
|
||||
35
ingestion/internal/mcp/integration_test.go
Normal file
35
ingestion/internal/mcp/integration_test.go
Normal file
@@ -0,0 +1,35 @@
|
||||
package mcp_test
|
||||
|
||||
import (
|
||||
"bytes"
|
||||
"encoding/json"
|
||||
"io"
|
||||
"net/http"
|
||||
"net/http/httptest"
|
||||
"testing"
|
||||
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/mcp"
|
||||
"github.com/stretchr/testify/assert"
|
||||
"github.com/stretchr/testify/require"
|
||||
)
|
||||
|
||||
func TestMCPMountedHandler(t *testing.T) {
|
||||
srv := mcp.NewServer(t.TempDir(), nil, nil)
|
||||
mux := http.NewServeMux()
|
||||
mux.Handle("POST /mcp", srv)
|
||||
|
||||
ts := httptest.NewServer(mux)
|
||||
defer ts.Close()
|
||||
|
||||
body, err := json.Marshal(map[string]any{
|
||||
"jsonrpc": "2.0", "id": 1, "method": "tools/list",
|
||||
})
|
||||
require.NoError(t, err)
|
||||
resp, err := http.Post(ts.URL+"/mcp", "application/json", bytes.NewReader(body))
|
||||
require.NoError(t, err)
|
||||
defer resp.Body.Close()
|
||||
assert.Equal(t, http.StatusOK, resp.StatusCode)
|
||||
|
||||
out, _ := io.ReadAll(resp.Body)
|
||||
assert.Contains(t, string(out), `"brain_query"`)
|
||||
}
|
||||
132
ingestion/internal/mcp/server.go
Normal file
132
ingestion/internal/mcp/server.go
Normal file
@@ -0,0 +1,132 @@
|
||||
// Package mcp implements an MCP HTTP handler for the ingestion service.
|
||||
// Exposed tools: brain_query, brain_write, brain_ingest, brain_ingest_raw, session_log.
|
||||
package mcp
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"net/http"
|
||||
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/pipeline"
|
||||
)
|
||||
|
||||
type request struct {
|
||||
JSONRPC string `json:"jsonrpc"`
|
||||
ID any `json:"id"`
|
||||
Method string `json:"method"`
|
||||
Params json.RawMessage `json:"params"`
|
||||
}
|
||||
|
||||
type response struct {
|
||||
JSONRPC string `json:"jsonrpc"`
|
||||
ID any `json:"id,omitempty"`
|
||||
Result any `json:"result,omitempty"`
|
||||
Error *rpcError `json:"error,omitempty"`
|
||||
}
|
||||
|
||||
type rpcError struct {
|
||||
Code int `json:"code"`
|
||||
Message string `json:"message"`
|
||||
}
|
||||
|
||||
// Server handles MCP JSON-RPC over HTTP for the ingestion service.
|
||||
type Server struct {
|
||||
brainDir string
|
||||
pipeline pipeline.Config
|
||||
llm pipeline.CompleteFunc
|
||||
}
|
||||
|
||||
// NewServer constructs a Server bound to brainDir. pipelineCfg supplies the
|
||||
// LLM-backed pipeline; llm may be nil for non-LLM tools only.
|
||||
func NewServer(brainDir string, pipelineCfg *pipeline.Config, llm pipeline.CompleteFunc) *Server {
|
||||
cfg := pipeline.Config{}
|
||||
if pipelineCfg != nil {
|
||||
cfg = *pipelineCfg
|
||||
}
|
||||
return &Server{brainDir: brainDir, pipeline: cfg, llm: llm}
|
||||
}
|
||||
|
||||
func (s *Server) ServeHTTP(w http.ResponseWriter, r *http.Request) {
|
||||
var req request
|
||||
if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
|
||||
writeError(w, nil, -32700, "parse error")
|
||||
return
|
||||
}
|
||||
|
||||
// JSON-RPC 2.0 notifications (no id) must not receive a response.
|
||||
if req.ID == nil {
|
||||
return
|
||||
}
|
||||
|
||||
var result any
|
||||
var rpcErr *rpcError
|
||||
|
||||
switch req.Method {
|
||||
case "initialize":
|
||||
result = map[string]any{
|
||||
"protocolVersion": "2024-11-05",
|
||||
"capabilities": map[string]any{"tools": map[string]any{}},
|
||||
"serverInfo": map[string]any{"name": "ingestion-brain", "version": "0.1.0"},
|
||||
}
|
||||
|
||||
case "tools/list":
|
||||
result = map[string]any{"tools": s.tools()}
|
||||
|
||||
case "tools/call":
|
||||
var p struct {
|
||||
Name string `json:"name"`
|
||||
Arguments json.RawMessage `json:"arguments"`
|
||||
}
|
||||
if err := json.Unmarshal(req.Params, &p); err != nil {
|
||||
rpcErr = &rpcError{Code: -32602, Message: "invalid params"}
|
||||
break
|
||||
}
|
||||
out, err := s.handleCall(r.Context(), p.Name, p.Arguments)
|
||||
if err != nil {
|
||||
rpcErr = &rpcError{Code: -32000, Message: err.Error()}
|
||||
break
|
||||
}
|
||||
result = map[string]any{
|
||||
"content": []map[string]any{{"type": "text", "text": string(out)}},
|
||||
}
|
||||
|
||||
default:
|
||||
rpcErr = &rpcError{Code: -32601, Message: "method not found: " + req.Method}
|
||||
}
|
||||
|
||||
w.Header().Set("Content-Type", "application/json")
|
||||
_ = json.NewEncoder(w).Encode(response{
|
||||
JSONRPC: "2.0",
|
||||
ID: req.ID,
|
||||
Result: result,
|
||||
Error: rpcErr,
|
||||
})
|
||||
}
|
||||
|
||||
func writeError(w http.ResponseWriter, id any, code int, msg string) {
|
||||
w.Header().Set("Content-Type", "application/json")
|
||||
_ = json.NewEncoder(w).Encode(response{
|
||||
JSONRPC: "2.0",
|
||||
ID: id,
|
||||
Error: &rpcError{Code: code, Message: msg},
|
||||
})
|
||||
}
|
||||
|
||||
// handleCall dispatches a tools/call to the appropriate tool handler.
|
||||
func (s *Server) handleCall(ctx context.Context, name string, args json.RawMessage) (json.RawMessage, error) {
|
||||
switch name {
|
||||
case "brain_query":
|
||||
return s.brainQuery(ctx, args)
|
||||
case "brain_write":
|
||||
return s.brainWrite(ctx, args)
|
||||
case "brain_ingest_raw":
|
||||
return s.brainIngestRaw(ctx, args)
|
||||
case "brain_ingest":
|
||||
return s.brainIngest(ctx, args)
|
||||
case "session_log":
|
||||
return s.sessionLog(ctx, args)
|
||||
default:
|
||||
return nil, fmt.Errorf("unknown tool: %s", name)
|
||||
}
|
||||
}
|
||||
91
ingestion/internal/mcp/server_test.go
Normal file
91
ingestion/internal/mcp/server_test.go
Normal file
@@ -0,0 +1,91 @@
|
||||
package mcp_test
|
||||
|
||||
import (
|
||||
"bytes"
|
||||
"encoding/json"
|
||||
"net/http"
|
||||
"net/http/httptest"
|
||||
"strings"
|
||||
"testing"
|
||||
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/mcp"
|
||||
"github.com/stretchr/testify/assert"
|
||||
"github.com/stretchr/testify/require"
|
||||
)
|
||||
|
||||
func body(t *testing.T, v any) *bytes.Buffer {
|
||||
t.Helper()
|
||||
b, err := json.Marshal(v)
|
||||
require.NoError(t, err)
|
||||
return bytes.NewBuffer(b)
|
||||
}
|
||||
|
||||
func TestServerInitialize(t *testing.T) {
|
||||
srv := mcp.NewServer(t.TempDir(), nil, nil)
|
||||
|
||||
req := httptest.NewRequest(http.MethodPost, "/mcp", body(t, map[string]any{
|
||||
"jsonrpc": "2.0", "id": 1, "method": "initialize",
|
||||
"params": map[string]any{},
|
||||
}))
|
||||
rr := httptest.NewRecorder()
|
||||
srv.ServeHTTP(rr, req)
|
||||
|
||||
assert.Equal(t, http.StatusOK, rr.Code)
|
||||
var resp map[string]any
|
||||
require.NoError(t, json.Unmarshal(rr.Body.Bytes(), &resp))
|
||||
result := resp["result"].(map[string]any)
|
||||
assert.Equal(t, "2024-11-05", result["protocolVersion"])
|
||||
}
|
||||
|
||||
func TestServerToolsList(t *testing.T) {
|
||||
srv := mcp.NewServer(t.TempDir(), nil, nil)
|
||||
|
||||
req := httptest.NewRequest(http.MethodPost, "/mcp", body(t, map[string]any{
|
||||
"jsonrpc": "2.0", "id": 2, "method": "tools/list",
|
||||
}))
|
||||
rr := httptest.NewRecorder()
|
||||
srv.ServeHTTP(rr, req)
|
||||
|
||||
assert.Equal(t, http.StatusOK, rr.Code)
|
||||
var resp map[string]any
|
||||
require.NoError(t, json.Unmarshal(rr.Body.Bytes(), &resp))
|
||||
tools := resp["result"].(map[string]any)["tools"].([]any)
|
||||
names := make([]string, 0, len(tools))
|
||||
for _, t := range tools {
|
||||
names = append(names, t.(map[string]any)["name"].(string))
|
||||
}
|
||||
assert.ElementsMatch(t, []string{
|
||||
"brain_query", "brain_write", "brain_ingest_raw", "brain_ingest", "session_log",
|
||||
}, names)
|
||||
}
|
||||
|
||||
func TestServerNotificationGetsNoBody(t *testing.T) {
|
||||
srv := mcp.NewServer(t.TempDir(), nil, nil)
|
||||
|
||||
req := httptest.NewRequest(http.MethodPost, "/mcp", body(t, map[string]any{
|
||||
"jsonrpc": "2.0", "method": "notifications/initialized",
|
||||
}))
|
||||
rr := httptest.NewRecorder()
|
||||
srv.ServeHTTP(rr, req)
|
||||
|
||||
assert.Equal(t, http.StatusOK, rr.Code)
|
||||
assert.Empty(t, strings.TrimSpace(rr.Body.String()))
|
||||
}
|
||||
|
||||
func TestServerUnknownMethodReturnsError(t *testing.T) {
|
||||
srv := mcp.NewServer(t.TempDir(), nil, nil)
|
||||
|
||||
req := httptest.NewRequest(http.MethodPost, "/mcp", body(t, map[string]any{
|
||||
"jsonrpc": "2.0", "id": 3, "method": "unknown/method",
|
||||
}))
|
||||
rr := httptest.NewRecorder()
|
||||
srv.ServeHTTP(rr, req)
|
||||
|
||||
assert.Equal(t, http.StatusOK, rr.Code)
|
||||
var resp map[string]any
|
||||
require.NoError(t, json.Unmarshal(rr.Body.Bytes(), &resp))
|
||||
require.NotNil(t, resp["error"])
|
||||
errObj := resp["error"].(map[string]any)
|
||||
assert.Equal(t, float64(-32601), errObj["code"])
|
||||
assert.Contains(t, errObj["message"].(string), "unknown/method")
|
||||
}
|
||||
@@ -59,11 +59,31 @@ func Run(ctx context.Context, cfg Config, brainDir, content, source string, dryR
|
||||
allWarnings = append(allWarnings, warnings...)
|
||||
}
|
||||
|
||||
pages, buildWarnings := BuildPages(allRaw, sourceSlug, date)
|
||||
allWarnings = append(allWarnings, buildWarnings...)
|
||||
return buildAndWrite(allRaw, sourceSlug, date, brainDir, source, inventory, allWarnings, dryRun)
|
||||
}
|
||||
|
||||
// RunRaw runs the pipeline on pre-parsed RawPages, skipping the LLM extraction
|
||||
// step. Use this when the caller has already produced the structured RawPage data
|
||||
// (e.g. from a more capable model or manual curation).
|
||||
func RunRaw(brainDir, source string, rawPages []RawPage, dryRun bool) (Result, error) {
|
||||
inventory, err := wiki.LoadInventory(brainDir)
|
||||
if err != nil {
|
||||
return Result{}, fmt.Errorf("load inventory: %w", err)
|
||||
}
|
||||
|
||||
sourceSlug := wiki.Slug(source)
|
||||
date := time.Now().UTC().Format("2006-01-02")
|
||||
|
||||
return buildAndWrite(rawPages, sourceSlug, date, brainDir, source, inventory, nil, dryRun)
|
||||
}
|
||||
|
||||
// buildAndWrite runs BuildPages through write for both Run and RunRaw.
|
||||
func buildAndWrite(rawPages []RawPage, sourceSlug, date, brainDir, source string, inventory map[wiki.PageType][]wiki.Entry, warnings []string, dryRun bool) (Result, error) {
|
||||
pages, buildWarnings := BuildPages(rawPages, sourceSlug, date)
|
||||
warnings = append(warnings, buildWarnings...)
|
||||
resolved := Resolve(pages, inventory)
|
||||
canonicalized, linkWarnings := CanonicalizeLinks(resolved, inventory)
|
||||
allWarnings = append(allWarnings, linkWarnings...)
|
||||
warnings = append(warnings, linkWarnings...)
|
||||
withRefs := injectSourceRefs(canonicalized, inventory, brainDir)
|
||||
merged := mergeAll(withRefs)
|
||||
|
||||
@@ -83,14 +103,14 @@ func Run(ctx context.Context, cfg Config, brainDir, content, source string, dryR
|
||||
|
||||
if !dryRun {
|
||||
if err := wiki.RebuildIndex(brainDir, date); err != nil {
|
||||
allWarnings = append(allWarnings, fmt.Sprintf("rebuild index: %v", err))
|
||||
warnings = append(warnings, fmt.Sprintf("rebuild index: %v", err))
|
||||
}
|
||||
if err := wiki.AppendLog(brainDir, source, written, allWarnings, date); err != nil {
|
||||
allWarnings = append(allWarnings, fmt.Sprintf("append log: %v", err))
|
||||
if err := wiki.AppendLog(brainDir, source, written, warnings, date); err != nil {
|
||||
warnings = append(warnings, fmt.Sprintf("append log: %v", err))
|
||||
}
|
||||
}
|
||||
|
||||
return Result{Pages: written, Warnings: allWarnings}, nil
|
||||
return Result{Pages: written, Warnings: warnings}, nil
|
||||
}
|
||||
|
||||
// mergeAll deduplicates pages by path, merging content from later occurrences.
|
||||
|
||||
98
ingestion/internal/session/session.go
Normal file
98
ingestion/internal/session/session.go
Normal file
@@ -0,0 +1,98 @@
|
||||
// ingestion/internal/session/session.go
|
||||
package session
|
||||
|
||||
import (
|
||||
"bufio"
|
||||
"encoding/json"
|
||||
"errors"
|
||||
"fmt"
|
||||
"io/fs"
|
||||
"os"
|
||||
"path/filepath"
|
||||
"time"
|
||||
)
|
||||
|
||||
// Entry is one skill invocation record, appended to the session JSONL log.
|
||||
type Entry struct {
|
||||
SessionID string `json:"session_id"`
|
||||
Timestamp time.Time `json:"timestamp"`
|
||||
Skill string `json:"skill"`
|
||||
Phase string `json:"phase,omitempty"`
|
||||
ProjectRoot string `json:"project_root,omitempty"`
|
||||
Input json.RawMessage `json:"input,omitempty"`
|
||||
Attempts []Attempt `json:"attempts,omitempty"`
|
||||
FinalStatus string `json:"final_status"`
|
||||
FilePath string `json:"file_path,omitempty"`
|
||||
ModelUsed string `json:"model_used,omitempty"`
|
||||
DurationMs int64 `json:"duration_ms,omitempty"`
|
||||
Message string `json:"message,omitempty"`
|
||||
}
|
||||
|
||||
// Attempt represents one subprocess invocation within a skill call.
|
||||
type Attempt struct {
|
||||
Attempt int `json:"attempt"`
|
||||
Model string `json:"model"`
|
||||
Tier string `json:"tier"` // local | subagent | managed
|
||||
DurationMs int64 `json:"duration_ms"`
|
||||
WarmStart bool `json:"warm_start"` // model already loaded in llama-swap
|
||||
Verified bool `json:"verified"`
|
||||
Verdict string `json:"verdict,omitempty"` // accept | escalate | error
|
||||
Feedback string `json:"feedback,omitempty"` // verifier feedback on escalation
|
||||
OutputSummary string `json:"output_summary,omitempty"`
|
||||
RunnerOutput string `json:"runner_output,omitempty"`
|
||||
}
|
||||
|
||||
// Append writes entry as a single JSON line to sessionsDir/{sessionID}.jsonl.
|
||||
func Append(sessionsDir, sessionID string, entry Entry) error {
|
||||
if err := os.MkdirAll(sessionsDir, 0o755); err != nil {
|
||||
return fmt.Errorf("create sessions dir: %w", err)
|
||||
}
|
||||
path := filepath.Join(sessionsDir, sessionID+".jsonl")
|
||||
f, err := os.OpenFile(path, os.O_CREATE|os.O_APPEND|os.O_WRONLY, 0o644)
|
||||
if err != nil {
|
||||
return fmt.Errorf("open session log: %w", err)
|
||||
}
|
||||
|
||||
line, err := json.Marshal(entry)
|
||||
if err != nil {
|
||||
_ = f.Close()
|
||||
return fmt.Errorf("marshal entry: %w", err)
|
||||
}
|
||||
if _, err = fmt.Fprintf(f, "%s\n", line); err != nil {
|
||||
_ = f.Close()
|
||||
return fmt.Errorf("write entry: %w", err)
|
||||
}
|
||||
if err = f.Close(); err != nil {
|
||||
return fmt.Errorf("close session log: %w", err)
|
||||
}
|
||||
return nil
|
||||
}
|
||||
|
||||
// Read returns all entries for sessionID. Returns empty slice if no log exists.
|
||||
func Read(sessionsDir, sessionID string) ([]Entry, error) {
|
||||
path := filepath.Join(sessionsDir, sessionID+".jsonl")
|
||||
f, err := os.Open(path)
|
||||
if errors.Is(err, fs.ErrNotExist) {
|
||||
return []Entry{}, nil
|
||||
}
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("open session log: %w", err)
|
||||
}
|
||||
defer f.Close() //nolint:errcheck
|
||||
|
||||
var entries []Entry
|
||||
scanner := bufio.NewScanner(f)
|
||||
scanner.Buffer(make([]byte, 0, 256*1024), 1<<20) // up to 1 MB per line
|
||||
for scanner.Scan() {
|
||||
line := scanner.Bytes()
|
||||
if len(line) == 0 {
|
||||
continue
|
||||
}
|
||||
var e Entry
|
||||
if err := json.Unmarshal(line, &e); err != nil {
|
||||
return nil, fmt.Errorf("parse entry: %w", err)
|
||||
}
|
||||
entries = append(entries, e)
|
||||
}
|
||||
return entries, scanner.Err()
|
||||
}
|
||||
50
ingestion/internal/session/session_test.go
Normal file
50
ingestion/internal/session/session_test.go
Normal file
@@ -0,0 +1,50 @@
|
||||
package session_test
|
||||
|
||||
import (
|
||||
"os"
|
||||
"path/filepath"
|
||||
"testing"
|
||||
"time"
|
||||
|
||||
"github.com/mathiasbq/hyperguild/ingestion/internal/session"
|
||||
"github.com/stretchr/testify/assert"
|
||||
"github.com/stretchr/testify/require"
|
||||
)
|
||||
|
||||
func TestAppendAndRead(t *testing.T) {
|
||||
dir := t.TempDir()
|
||||
sid := "test-session"
|
||||
|
||||
e1 := session.Entry{
|
||||
SessionID: sid,
|
||||
Timestamp: time.Now().UTC().Truncate(time.Second),
|
||||
Skill: "tdd",
|
||||
Phase: "red",
|
||||
FinalStatus: "ok",
|
||||
}
|
||||
e2 := session.Entry{
|
||||
SessionID: sid,
|
||||
Timestamp: time.Now().UTC().Truncate(time.Second),
|
||||
Skill: "tdd",
|
||||
Phase: "green",
|
||||
FinalStatus: "ok",
|
||||
}
|
||||
|
||||
require.NoError(t, session.Append(dir, sid, e1))
|
||||
require.NoError(t, session.Append(dir, sid, e2))
|
||||
|
||||
got, err := session.Read(dir, sid)
|
||||
require.NoError(t, err)
|
||||
require.Len(t, got, 2)
|
||||
assert.Equal(t, "red", got[0].Phase)
|
||||
assert.Equal(t, "green", got[1].Phase)
|
||||
|
||||
_, statErr := os.Stat(filepath.Join(dir, sid+".jsonl"))
|
||||
require.NoError(t, statErr, "session file should exist on disk")
|
||||
}
|
||||
|
||||
func TestReadMissingReturnsEmpty(t *testing.T) {
|
||||
got, err := session.Read(t.TempDir(), "nope")
|
||||
require.NoError(t, err)
|
||||
assert.Empty(t, got)
|
||||
}
|
||||
@@ -43,6 +43,11 @@ func (s *Server) ServeHTTP(w http.ResponseWriter, r *http.Request) {
|
||||
return
|
||||
}
|
||||
|
||||
// JSON-RPC 2.0 notifications (no id) must not receive a response.
|
||||
if req.ID == nil {
|
||||
return
|
||||
}
|
||||
|
||||
var result any
|
||||
var rpcErr *rpcError
|
||||
|
||||
|
||||
@@ -5,6 +5,7 @@ import (
|
||||
"encoding/json"
|
||||
"net/http"
|
||||
"net/http/httptest"
|
||||
"strings"
|
||||
"testing"
|
||||
|
||||
"github.com/mathiasbq/supervisor/internal/mcp"
|
||||
@@ -76,3 +77,39 @@ func TestMCPUnknownMethod(t *testing.T) {
|
||||
require.NoError(t, json.Unmarshal(rr.Body.Bytes(), &resp))
|
||||
assert.NotNil(t, resp["error"])
|
||||
}
|
||||
|
||||
func TestMCPNotificationKnownMethodGetsNoResponseBody(t *testing.T) {
|
||||
reg := registry.New()
|
||||
srv := mcp.NewServer(reg)
|
||||
|
||||
// JSON-RPC 2.0 notification: "id" field absent. Per spec, server MUST NOT
|
||||
// reply. notifications/initialized is part of the standard MCP handshake.
|
||||
req := httptest.NewRequest(http.MethodPost, "/mcp", jsonBody(t, map[string]any{
|
||||
"jsonrpc": "2.0",
|
||||
"method": "notifications/initialized",
|
||||
}))
|
||||
req.Header.Set("Content-Type", "application/json")
|
||||
rr := httptest.NewRecorder()
|
||||
srv.ServeHTTP(rr, req)
|
||||
|
||||
assert.Equal(t, http.StatusOK, rr.Code)
|
||||
assert.Empty(t, strings.TrimSpace(rr.Body.String()),
|
||||
"notifications must not receive a response body")
|
||||
}
|
||||
|
||||
func TestMCPNotificationUnknownMethodGetsNoResponseBody(t *testing.T) {
|
||||
reg := registry.New()
|
||||
srv := mcp.NewServer(reg)
|
||||
|
||||
req := httptest.NewRequest(http.MethodPost, "/mcp", jsonBody(t, map[string]any{
|
||||
"jsonrpc": "2.0",
|
||||
"method": "notifications/totally-unknown",
|
||||
}))
|
||||
req.Header.Set("Content-Type", "application/json")
|
||||
rr := httptest.NewRecorder()
|
||||
srv.ServeHTTP(rr, req)
|
||||
|
||||
assert.Equal(t, http.StatusOK, rr.Code)
|
||||
assert.Empty(t, strings.TrimSpace(rr.Body.String()),
|
||||
"unknown notifications must also receive no response body")
|
||||
}
|
||||
|
||||
@@ -17,6 +17,8 @@ func (s *Skill) Handle(ctx context.Context, tool string, args json.RawMessage) (
|
||||
return s.query(ctx, args)
|
||||
case "brain_write":
|
||||
return s.write(ctx, args)
|
||||
case "brain_ingest_raw":
|
||||
return s.ingestRaw(ctx, args)
|
||||
case "brain_ingest":
|
||||
return s.ingest(ctx, args)
|
||||
case "brain_search":
|
||||
@@ -98,6 +100,33 @@ func (s *Skill) ingest(ctx context.Context, args json.RawMessage) (json.RawMessa
|
||||
return nil, fmt.Errorf("either content+source or path is required")
|
||||
}
|
||||
|
||||
type ingestRawArgs struct {
|
||||
Source string `json:"source"`
|
||||
Pages []any `json:"pages"`
|
||||
DryRun bool `json:"dry_run,omitempty"`
|
||||
}
|
||||
|
||||
func (s *Skill) ingestRaw(ctx context.Context, args json.RawMessage) (json.RawMessage, error) {
|
||||
var a ingestRawArgs
|
||||
if err := json.Unmarshal(args, &a); err != nil {
|
||||
return nil, fmt.Errorf("parse args: %w", err)
|
||||
}
|
||||
if s.cfg.IngestSvcURL == "" {
|
||||
return nil, fmt.Errorf("brain_ingest_raw: INGEST_SVC_URL not configured")
|
||||
}
|
||||
if a.Source == "" {
|
||||
return nil, fmt.Errorf("source is required")
|
||||
}
|
||||
if len(a.Pages) == 0 {
|
||||
return nil, fmt.Errorf("pages is required and must be non-empty")
|
||||
}
|
||||
return s.postTo(ctx, s.cfg.IngestSvcURL+"/ingest-raw", map[string]any{
|
||||
"source": a.Source,
|
||||
"pages": a.Pages,
|
||||
"dry_run": a.DryRun,
|
||||
})
|
||||
}
|
||||
|
||||
type searchArgs struct {
|
||||
Query string `json:"query"`
|
||||
Collection string `json:"collection,omitempty"`
|
||||
|
||||
@@ -55,6 +55,32 @@ func (s *Skill) Tools() []registry.ToolDef {
|
||||
},
|
||||
}
|
||||
if s.cfg.IngestSvcURL != "" {
|
||||
tools = append(tools, registry.ToolDef{
|
||||
Name: "brain_ingest_raw",
|
||||
Description: "Ingest pre-structured pages into the brain wiki, bypassing the LLM extraction step. " +
|
||||
"Use when you (the calling agent) have already extracted entities, concepts, and content from a source. " +
|
||||
"Provide source (human-readable name) and pages (array of {title, type, subtype, domain, content} objects). " +
|
||||
"The pipeline computes slugs, paths, frontmatter, wikilink canonicalization, and source back-references. " +
|
||||
"Returns the list of wiki pages written.",
|
||||
InputSchema: schema([]string{"source", "pages"}, map[string]any{
|
||||
"source": map[string]any{"type": "string", "description": "human-readable name for the source, e.g. 'shape-up-book'"},
|
||||
"pages": map[string]any{
|
||||
"type": "array",
|
||||
"items": map[string]any{
|
||||
"type": "object",
|
||||
"required": []string{"title", "type", "content"},
|
||||
"properties": map[string]any{
|
||||
"title": map[string]any{"type": "string", "description": "page title, e.g. 'Hash Encoding'"},
|
||||
"type": map[string]any{"type": "string", "enum": []string{"source", "concept", "entity"}, "description": "page type"},
|
||||
"subtype": map[string]any{"type": "string", "description": "entity: person|company|tool|model|framework|technology; source: article|pdf|book|video|note|project"},
|
||||
"domain": map[string]any{"type": "string", "description": "knowledge domain, e.g. 'Machine Learning'"},
|
||||
"content": map[string]any{"type": "string", "description": "markdown body — no frontmatter, use [[Display Name]] for wikilinks"},
|
||||
},
|
||||
},
|
||||
},
|
||||
"dry_run": map[string]any{"type": "boolean"},
|
||||
}),
|
||||
})
|
||||
tools = append(tools, registry.ToolDef{
|
||||
Name: "brain_ingest",
|
||||
Description: "Ingest content into the brain wiki (brain/wiki/). Calls an LLM to produce structured wiki pages. " +
|
||||
|
||||
Reference in New Issue
Block a user