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read: .aider.conventions.md
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# Agent context — Mathias workspace
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|
||||
<!-- 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.
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||||
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).
|
||||
5. **Trunk-Based Development — commit directly to main.** Every commit is one
|
||||
logical change (one tool, one fix, one test) with passing tests. Main is always
|
||||
deployable. Never create long-lived feature branches.
|
||||
|
||||
**Exception — parallel agents on same repo:** If another agent is known to be
|
||||
actively working on the same repo simultaneously, create a short-lived branch
|
||||
(`agent/<description>`), finish the task, and merge to main within the same
|
||||
session. Do not leave agent branches open between sessions.
|
||||
|
||||
**Exception — external contributor or client four-eyes requirement:** Use
|
||||
PR flow only when a human reviewer outside the project is required. Document
|
||||
the reason in PROJECT.md.
|
||||
|
||||
## 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 | pgvector (vector), BM25 | Qdrant (when >1M vectors or hybrid retrieval) | — |
|
||||
| Logging | slog (structured) | — | — |
|
||||
| Testing | Table-driven, testify | — | — |
|
||||
| Agents (Go) | google.golang.org/adk + pkg/litellm adapter | — | — |
|
||||
|
||||
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:`), commit directly to main,
|
||||
one logical change per commit, CI is the quality gate
|
||||
- **Never**: long-lived feature branches, PRs for solo work, direct push without
|
||||
passing `task check` locally first
|
||||
- **Security**: no secrets in code, govulncheck before adding deps, SOPS for encrypted config
|
||||
- **Dependencies**: prefer stdlib. testify, slog, templ, sqlc, google.golang.org/adk (agent projects only) 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 k3s + llama-swap + shared postgres18/pgvector |
|
||||
| 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 — actively use it
|
||||
|
||||
A persistent brain (BM25 search + LLM-synthesised Q&A) survives across sessions,
|
||||
hosts, and harnesses. It holds 100+ hard-won entries: infra incident postmortems,
|
||||
Go pitfalls, framework gotchas, design principles, ADRs. **It is not optional
|
||||
reference material — query it actively, not just when explicitly told.**
|
||||
|
||||
### When to query (treat as a reflex)
|
||||
|
||||
- **Before** starting a non-trivial task — search for prior art with the symptom
|
||||
AND the system component ("how did we solve X in Y?"). 5 seconds beats 5 hours.
|
||||
- **When debugging** — search for the error string, the stack frame, the affected
|
||||
service. Past you may have already paid this tax.
|
||||
- **Before adopting** a pattern, library, framework, or model name — check if it
|
||||
was tried and rejected, or what the integration footguns are.
|
||||
- **When making architectural decisions** — search for the domain + "ADR" or
|
||||
"decision" to find prior reasoning before re-deriving it.
|
||||
- **When a recommendation feels novel** — challenge yourself: "has this been
|
||||
documented?" The brain often has it.
|
||||
|
||||
### When to write
|
||||
|
||||
After you discover something that **future-you would forget** and that **isn't
|
||||
recoverable from the code, git log, or PR description alone**:
|
||||
|
||||
- Bugs whose root cause is non-obvious and generalisable beyond this project.
|
||||
- Framework / library / model-name quirks that bit you and would bite anyone.
|
||||
- Design principles validated under fire (e.g. "every `_get` needs a `_list`").
|
||||
- Postmortems for incidents: what broke, why, how diagnosed, what to do next time.
|
||||
|
||||
DON'T write project status, sprint progress, PR summaries, or "what I did this
|
||||
session" — those rot fast and the originals are in git/gitea anyway. Brain
|
||||
entries that age well are about *why*, *how to avoid*, and *what to do when*.
|
||||
|
||||
### How to access (per harness)
|
||||
|
||||
| Harness | Query | Write |
|
||||
|---------|-------|-------|
|
||||
| **Claude Code, Claude Desktop** | `brain_query` (BM25), `brain_answer` (LLM-synth + sources) MCP tools | `brain_write` MCP tool |
|
||||
| **Crush, Pi, Antigravity, other MCP-capable** | same MCP server: `ingestion-brain` (via the `mcp__*_brain__*` namespace once authenticated) | same |
|
||||
| **Anything HTTP-only (curl, scripts)** | `POST https://brain-mcp.d-ma.be/query` with `{"query":"..."}` (auth via `BRAIN_MCP_TOKEN`) | `POST .../write` with `{"content":"...","filename":"..."}` |
|
||||
| **Browser / human inspection** | `https://gitea.d-ma.be/mathias/hyperguild` → `knowledge/` and `wiki/` markdown files |
|
||||
|
||||
- **Scoping**: defaults to `public` collection; client projects filter to `{client}` + `public`.
|
||||
- **Routing**: brain_answer's LLM uses berget.ai as primary, iguana ollama as
|
||||
fallback. Both are configurable in the `supervisor/ingestion-deployment.yaml`
|
||||
on the koala k3s cluster; don't hardcode local-only model names into the
|
||||
berget URL (see knowledge entry on namespace mismatches).
|
||||
|
||||
### Quick reflex checks
|
||||
|
||||
If you find yourself about to say any of these out loud, you owe yourself a brain query first:
|
||||
|
||||
- "I think the issue might be..."
|
||||
- "Let me try X and see..."
|
||||
- "I'll just write a script to..."
|
||||
- "This is probably a new bug..."
|
||||
- "Has anyone done this before?" — *yes, probably, go check.*
|
||||
|
||||
## 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_NAME__
|
||||
|
||||
## Identity
|
||||
|
||||
- **Name**: __PROJECT_NAME__
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**: gitea.d-ma.be/mathias/__PROJECT_NAME__
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
Go + ADK + LiteLLM. See `~/dev/.context/AGENT.md` for cross-project conventions.
|
||||
|
||||
## Agent
|
||||
|
||||
TODO: describe what this agent does, what tools it has, and what it's responsible for.
|
||||
|
||||
## Observability
|
||||
|
||||
Traces → Jaeger via `OTLP_ENDPOINT`. Set `ADK_SERVICE_NAME=__PROJECT_NAME__` per deployment.
|
||||
Spans emitted: `invoke_agent`, `generate_content`. Tool spans require custom callbacks.
|
||||
@@ -1,22 +0,0 @@
|
||||
# __PROJECT_NAME__
|
||||
|
||||
## Identity
|
||||
|
||||
- **Name**: __PROJECT_NAME__
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**: gitea.d-ma.be/mathias/__PROJECT_NAME__
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
Go + ADK + LiteLLM. See `~/dev/.context/AGENT.md` for cross-project conventions.
|
||||
|
||||
## Agent
|
||||
|
||||
TODO: describe what this agent does, what tools it has, and what it's responsible for.
|
||||
|
||||
## Observability
|
||||
|
||||
Traces → Jaeger via `OTLP_ENDPOINT`. Set `ADK_SERVICE_NAME=__PROJECT_NAME__` per deployment.
|
||||
Spans emitted: `invoke_agent`, `generate_content`. Tool spans require custom callbacks.
|
||||
@@ -1,262 +0,0 @@
|
||||
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).
|
||||
5. **Trunk-Based Development — commit directly to main.** Every commit is one
|
||||
logical change (one tool, one fix, one test) with passing tests. Main is always
|
||||
deployable. Never create long-lived feature branches.
|
||||
|
||||
**Exception — parallel agents on same repo:** If another agent is known to be
|
||||
actively working on the same repo simultaneously, create a short-lived branch
|
||||
(`agent/<description>`), finish the task, and merge to main within the same
|
||||
session. Do not leave agent branches open between sessions.
|
||||
|
||||
**Exception — external contributor or client four-eyes requirement:** Use
|
||||
PR flow only when a human reviewer outside the project is required. Document
|
||||
the reason in PROJECT.md.
|
||||
|
||||
## 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 | pgvector (vector), BM25 | Qdrant (when >1M vectors or hybrid retrieval) | — |
|
||||
| Logging | slog (structured) | — | — |
|
||||
| Testing | Table-driven, testify | — | — |
|
||||
| Agents (Go) | google.golang.org/adk + pkg/litellm adapter | — | — |
|
||||
|
||||
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:`), commit directly to main,
|
||||
one logical change per commit, CI is the quality gate
|
||||
- **Never**: long-lived feature branches, PRs for solo work, direct push without
|
||||
passing `task check` locally first
|
||||
- **Security**: no secrets in code, govulncheck before adding deps, SOPS for encrypted config
|
||||
- **Dependencies**: prefer stdlib. testify, slog, templ, sqlc, google.golang.org/adk (agent projects only) 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 k3s + llama-swap + shared postgres18/pgvector |
|
||||
| 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 — actively use it
|
||||
|
||||
A persistent brain (BM25 search + LLM-synthesised Q&A) survives across sessions,
|
||||
hosts, and harnesses. It holds 100+ hard-won entries: infra incident postmortems,
|
||||
Go pitfalls, framework gotchas, design principles, ADRs. **It is not optional
|
||||
reference material — query it actively, not just when explicitly told.**
|
||||
|
||||
### When to query (treat as a reflex)
|
||||
|
||||
- **Before** starting a non-trivial task — search for prior art with the symptom
|
||||
AND the system component ("how did we solve X in Y?"). 5 seconds beats 5 hours.
|
||||
- **When debugging** — search for the error string, the stack frame, the affected
|
||||
service. Past you may have already paid this tax.
|
||||
- **Before adopting** a pattern, library, framework, or model name — check if it
|
||||
was tried and rejected, or what the integration footguns are.
|
||||
- **When making architectural decisions** — search for the domain + "ADR" or
|
||||
"decision" to find prior reasoning before re-deriving it.
|
||||
- **When a recommendation feels novel** — challenge yourself: "has this been
|
||||
documented?" The brain often has it.
|
||||
|
||||
### When to write
|
||||
|
||||
After you discover something that **future-you would forget** and that **isn't
|
||||
recoverable from the code, git log, or PR description alone**:
|
||||
|
||||
- Bugs whose root cause is non-obvious and generalisable beyond this project.
|
||||
- Framework / library / model-name quirks that bit you and would bite anyone.
|
||||
- Design principles validated under fire (e.g. "every `_get` needs a `_list`").
|
||||
- Postmortems for incidents: what broke, why, how diagnosed, what to do next time.
|
||||
|
||||
DON'T write project status, sprint progress, PR summaries, or "what I did this
|
||||
session" — those rot fast and the originals are in git/gitea anyway. Brain
|
||||
entries that age well are about *why*, *how to avoid*, and *what to do when*.
|
||||
|
||||
### How to access (per harness)
|
||||
|
||||
| Harness | Query | Write |
|
||||
|---------|-------|-------|
|
||||
| **Claude Code, Claude Desktop** | `brain_query` (BM25), `brain_answer` (LLM-synth + sources) MCP tools | `brain_write` MCP tool |
|
||||
| **Crush, Pi, Antigravity, other MCP-capable** | same MCP server: `ingestion-brain` (via the `mcp__*_brain__*` namespace once authenticated) | same |
|
||||
| **Anything HTTP-only (curl, scripts)** | `POST https://brain-mcp.d-ma.be/query` with `{"query":"..."}` (auth via `BRAIN_MCP_TOKEN`) | `POST .../write` with `{"content":"...","filename":"..."}` |
|
||||
| **Browser / human inspection** | `https://gitea.d-ma.be/mathias/hyperguild` → `knowledge/` and `wiki/` markdown files |
|
||||
|
||||
- **Scoping**: defaults to `public` collection; client projects filter to `{client}` + `public`.
|
||||
- **Routing**: brain_answer's LLM uses berget.ai as primary, iguana ollama as
|
||||
fallback. Both are configurable in the `supervisor/ingestion-deployment.yaml`
|
||||
on the koala k3s cluster; don't hardcode local-only model names into the
|
||||
berget URL (see knowledge entry on namespace mismatches).
|
||||
|
||||
### Quick reflex checks
|
||||
|
||||
If you find yourself about to say any of these out loud, you owe yourself a brain query first:
|
||||
|
||||
- "I think the issue might be..."
|
||||
- "Let me try X and see..."
|
||||
- "I'll just write a script to..."
|
||||
- "This is probably a new bug..."
|
||||
- "Has anyone done this before?" — *yes, probably, go check.*
|
||||
|
||||
## 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_NAME__
|
||||
|
||||
## Identity
|
||||
|
||||
- **Name**: __PROJECT_NAME__
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**: gitea.d-ma.be/mathias/__PROJECT_NAME__
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
Go + ADK + LiteLLM. See `~/dev/.context/AGENT.md` for cross-project conventions.
|
||||
|
||||
## Agent
|
||||
|
||||
TODO: describe what this agent does, what tools it has, and what it's responsible for.
|
||||
|
||||
## Observability
|
||||
|
||||
Traces → Jaeger via `OTLP_ENDPOINT`. Set `ADK_SERVICE_NAME=__PROJECT_NAME__` per deployment.
|
||||
Spans emitted: `invoke_agent`, `generate_content`. Tool spans require custom callbacks.
|
||||
|
||||
---
|
||||
-258
@@ -1,258 +0,0 @@
|
||||
# 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).
|
||||
5. **Trunk-Based Development — commit directly to main.** Every commit is one
|
||||
logical change (one tool, one fix, one test) with passing tests. Main is always
|
||||
deployable. Never create long-lived feature branches.
|
||||
|
||||
**Exception — parallel agents on same repo:** If another agent is known to be
|
||||
actively working on the same repo simultaneously, create a short-lived branch
|
||||
(`agent/<description>`), finish the task, and merge to main within the same
|
||||
session. Do not leave agent branches open between sessions.
|
||||
|
||||
**Exception — external contributor or client four-eyes requirement:** Use
|
||||
PR flow only when a human reviewer outside the project is required. Document
|
||||
the reason in PROJECT.md.
|
||||
|
||||
## 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 | pgvector (vector), BM25 | Qdrant (when >1M vectors or hybrid retrieval) | — |
|
||||
| Logging | slog (structured) | — | — |
|
||||
| Testing | Table-driven, testify | — | — |
|
||||
| Agents (Go) | google.golang.org/adk + pkg/litellm adapter | — | — |
|
||||
|
||||
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:`), commit directly to main,
|
||||
one logical change per commit, CI is the quality gate
|
||||
- **Never**: long-lived feature branches, PRs for solo work, direct push without
|
||||
passing `task check` locally first
|
||||
- **Security**: no secrets in code, govulncheck before adding deps, SOPS for encrypted config
|
||||
- **Dependencies**: prefer stdlib. testify, slog, templ, sqlc, google.golang.org/adk (agent projects only) 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 k3s + llama-swap + shared postgres18/pgvector |
|
||||
| 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 — actively use it
|
||||
|
||||
A persistent brain (BM25 search + LLM-synthesised Q&A) survives across sessions,
|
||||
hosts, and harnesses. It holds 100+ hard-won entries: infra incident postmortems,
|
||||
Go pitfalls, framework gotchas, design principles, ADRs. **It is not optional
|
||||
reference material — query it actively, not just when explicitly told.**
|
||||
|
||||
### When to query (treat as a reflex)
|
||||
|
||||
- **Before** starting a non-trivial task — search for prior art with the symptom
|
||||
AND the system component ("how did we solve X in Y?"). 5 seconds beats 5 hours.
|
||||
- **When debugging** — search for the error string, the stack frame, the affected
|
||||
service. Past you may have already paid this tax.
|
||||
- **Before adopting** a pattern, library, framework, or model name — check if it
|
||||
was tried and rejected, or what the integration footguns are.
|
||||
- **When making architectural decisions** — search for the domain + "ADR" or
|
||||
"decision" to find prior reasoning before re-deriving it.
|
||||
- **When a recommendation feels novel** — challenge yourself: "has this been
|
||||
documented?" The brain often has it.
|
||||
|
||||
### When to write
|
||||
|
||||
After you discover something that **future-you would forget** and that **isn't
|
||||
recoverable from the code, git log, or PR description alone**:
|
||||
|
||||
- Bugs whose root cause is non-obvious and generalisable beyond this project.
|
||||
- Framework / library / model-name quirks that bit you and would bite anyone.
|
||||
- Design principles validated under fire (e.g. "every `_get` needs a `_list`").
|
||||
- Postmortems for incidents: what broke, why, how diagnosed, what to do next time.
|
||||
|
||||
DON'T write project status, sprint progress, PR summaries, or "what I did this
|
||||
session" — those rot fast and the originals are in git/gitea anyway. Brain
|
||||
entries that age well are about *why*, *how to avoid*, and *what to do when*.
|
||||
|
||||
### How to access (per harness)
|
||||
|
||||
| Harness | Query | Write |
|
||||
|---------|-------|-------|
|
||||
| **Claude Code, Claude Desktop** | `brain_query` (BM25), `brain_answer` (LLM-synth + sources) MCP tools | `brain_write` MCP tool |
|
||||
| **Crush, Pi, Antigravity, other MCP-capable** | same MCP server: `ingestion-brain` (via the `mcp__*_brain__*` namespace once authenticated) | same |
|
||||
| **Anything HTTP-only (curl, scripts)** | `POST https://brain-mcp.d-ma.be/query` with `{"query":"..."}` (auth via `BRAIN_MCP_TOKEN`) | `POST .../write` with `{"content":"...","filename":"..."}` |
|
||||
| **Browser / human inspection** | `https://gitea.d-ma.be/mathias/hyperguild` → `knowledge/` and `wiki/` markdown files |
|
||||
|
||||
- **Scoping**: defaults to `public` collection; client projects filter to `{client}` + `public`.
|
||||
- **Routing**: brain_answer's LLM uses berget.ai as primary, iguana ollama as
|
||||
fallback. Both are configurable in the `supervisor/ingestion-deployment.yaml`
|
||||
on the koala k3s cluster; don't hardcode local-only model names into the
|
||||
berget URL (see knowledge entry on namespace mismatches).
|
||||
|
||||
### Quick reflex checks
|
||||
|
||||
If you find yourself about to say any of these out loud, you owe yourself a brain query first:
|
||||
|
||||
- "I think the issue might be..."
|
||||
- "Let me try X and see..."
|
||||
- "I'll just write a script to..."
|
||||
- "This is probably a new bug..."
|
||||
- "Has anyone done this before?" — *yes, probably, go check.*
|
||||
|
||||
## 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_NAME__
|
||||
|
||||
## Identity
|
||||
|
||||
- **Name**: __PROJECT_NAME__
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**: gitea.d-ma.be/mathias/__PROJECT_NAME__
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
Go + ADK + LiteLLM. See `~/dev/.context/AGENT.md` for cross-project conventions.
|
||||
|
||||
## Agent
|
||||
|
||||
TODO: describe what this agent does, what tools it has, and what it's responsible for.
|
||||
|
||||
## Observability
|
||||
|
||||
Traces → Jaeger via `OTLP_ENDPOINT`. Set `ADK_SERVICE_NAME=__PROJECT_NAME__` per deployment.
|
||||
Spans emitted: `invoke_agent`, `generate_content`. Tool spans require custom callbacks.
|
||||
@@ -0,0 +1,121 @@
|
||||
name: CD
|
||||
|
||||
"on":
|
||||
push:
|
||||
branches: [main]
|
||||
tags: ["v*"]
|
||||
pull_request:
|
||||
branches: [main]
|
||||
|
||||
env:
|
||||
IMAGE: __PROJECT_NAME__
|
||||
|
||||
jobs:
|
||||
check:
|
||||
name: Lint / Test / Vet
|
||||
runs-on: self-hosted
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- uses: actions/setup-go@v5
|
||||
with:
|
||||
go-version-file: go.mod
|
||||
cache: false
|
||||
|
||||
- name: Install toolchain
|
||||
run: |
|
||||
go version
|
||||
curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/HEAD/install.sh \
|
||||
| sh -s -- -b "$(go env GOPATH)/bin" v2.11.4
|
||||
|
||||
- name: Run checks
|
||||
run: task check
|
||||
|
||||
build:
|
||||
name: Build & Import
|
||||
needs: check
|
||||
runs-on: self-hosted
|
||||
# __PROJECT_NAME__/__MODULE_PATH__ are placeholders substituted only when
|
||||
# a repo is generated from this template -- on the raw template repo
|
||||
# itself they're still literal, and `IMAGE: __PROJECT_NAME__` contains
|
||||
# uppercase letters, which buildah/Docker rejects outright ("repository
|
||||
# name must be lowercase"). Build/deploy can never succeed here; skip
|
||||
# them on this repo so its own CI reads green on what it can actually
|
||||
# validate (the check job).
|
||||
if: github.event_name != 'pull_request' && github.repository != 'mathias/template-go-agent'
|
||||
outputs:
|
||||
image-tag: ${{ steps.meta.outputs.sha-tag }}
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Derive image tags
|
||||
id: meta
|
||||
run: |
|
||||
SHA=$(git rev-parse --short HEAD)
|
||||
echo "sha-tag=${SHA}" >> "$GITHUB_OUTPUT"
|
||||
|
||||
- name: Build and push to local registry
|
||||
run: |
|
||||
REGISTRY="localhost:5000"
|
||||
REF="${REGISTRY}/${{ env.IMAGE }}:${{ steps.meta.outputs.sha-tag }}"
|
||||
buildah build \
|
||||
--label "org.opencontainers.image.revision=${{ github.sha }}" \
|
||||
-t ${REF} \
|
||||
-t ${REGISTRY}/${{ env.IMAGE }}:latest \
|
||||
.
|
||||
buildah push --tls-verify=false ${REF}
|
||||
buildah push --tls-verify=false ${REGISTRY}/${{ env.IMAGE }}:latest
|
||||
echo "✓ Image pushed to ${REF}"
|
||||
|
||||
deploy:
|
||||
name: Deploy via GitOps
|
||||
needs: build
|
||||
runs-on: self-hosted
|
||||
if: github.ref == 'refs/heads/main' && github.event_name == 'push'
|
||||
steps:
|
||||
- name: Update image tag in infra repo
|
||||
env:
|
||||
IMAGE_TAG: ${{ needs.build.outputs.image-tag }}
|
||||
DEPLOY_KEY: ${{ secrets.INFRA_DEPLOY_KEY }}
|
||||
run: |
|
||||
set -euo pipefail
|
||||
mkdir -p ~/.ssh
|
||||
echo "$DEPLOY_KEY" > ~/.ssh/id_infra
|
||||
chmod 600 ~/.ssh/id_infra
|
||||
ssh-keyscan -p 30022 10.0.1.20 >> ~/.ssh/known_hosts 2>/dev/null
|
||||
export GIT_SSH_COMMAND="ssh -i ~/.ssh/id_infra -o IdentitiesOnly=yes"
|
||||
rm -rf /tmp/infra
|
||||
git clone -b main ssh://git@10.0.1.20:30022/mathias/infra.git /tmp/infra
|
||||
cd /tmp/infra
|
||||
DEPLOYMENT="k3s/apps/__PROJECT_NAME__/deployment.yaml"
|
||||
sed -i "s|image: localhost:5000/__PROJECT_NAME__:.*|image: localhost:5000/__PROJECT_NAME__:${IMAGE_TAG}|" "$DEPLOYMENT"
|
||||
grep -q "localhost:5000/__PROJECT_NAME__:${IMAGE_TAG}" "$DEPLOYMENT" \
|
||||
|| { echo "✗ image tag patch failed"; exit 1; }
|
||||
if git diff --quiet "$DEPLOYMENT"; then
|
||||
echo "ℹ image tag unchanged — skipping push"
|
||||
else
|
||||
git -c user.name="__PROJECT_NAME__ CI" \
|
||||
-c user.email="ci@__PROJECT_NAME__.local" \
|
||||
commit -m "chore(deploy): __PROJECT_NAME__ → ${IMAGE_TAG}" "$DEPLOYMENT"
|
||||
git push origin main
|
||||
echo "✓ pushed to infra repo"
|
||||
fi
|
||||
shred -u ~/.ssh/id_infra
|
||||
|
||||
- name: Trigger Flux reconcile
|
||||
run: |
|
||||
kubectl -n flux-system annotate gitrepository flux-system \
|
||||
reconcile.fluxcd.io/requestedAt="$(date +%s)" --overwrite
|
||||
kubectl -n flux-system annotate kustomization apps \
|
||||
reconcile.fluxcd.io/requestedAt="$(date +%s)" --overwrite
|
||||
|
||||
- name: Verify rollout
|
||||
run: |
|
||||
kubectl rollout status deployment/__PROJECT_NAME__ \
|
||||
--namespace __PROJECT_NAME__ \
|
||||
--timeout=120s \
|
||||
|| {
|
||||
kubectl get pods -n __PROJECT_NAME__ -o wide
|
||||
kubectl get events -n __PROJECT_NAME__ --sort-by='.lastTimestamp' | tail -20
|
||||
exit 1
|
||||
}
|
||||
@@ -1,9 +1,5 @@
|
||||
{
|
||||
"mcpServers": {
|
||||
"knowledge": {
|
||||
"url": "http://localhost:3100/mcp",
|
||||
"description": "Project knowledge base — vector + graph retrieval"
|
||||
},
|
||||
"brain": {
|
||||
"type": "http",
|
||||
"url": "https://brain-mcp.d-ma.be/mcp",
|
||||
@@ -17,10 +13,6 @@
|
||||
"headers": {
|
||||
"Authorization": "Bearer ${GITEA_MCP_TOKEN}"
|
||||
}
|
||||
},
|
||||
"infra": {
|
||||
"type": "http",
|
||||
"url": "https://infra-mcp.d-ma.be/mcp"
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -1,255 +1,44 @@
|
||||
# Agent context — Mathias workspace
|
||||
# __PROJECT_NAME__ — agent context
|
||||
|
||||
<!-- 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. -->
|
||||
Standalone context for agents that read `AGENTS.md` from the repo root. Claude Code uses
|
||||
`CLAUDE.md` (and tree-walks to `~/dev/CLAUDE.md`); this file mirrors the same essentials for
|
||||
any other harness.
|
||||
|
||||
## Who I am
|
||||
## Project
|
||||
|
||||
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.
|
||||
- **Name**: __PROJECT_NAME__ — a Go agent (ADK + LiteLLM).
|
||||
- **Owner**: Mathias · **Client**: personal · **Repo**: git.d-ma.be/mathias/__PROJECT_NAME__
|
||||
|
||||
## How I work with agents
|
||||
## Harness
|
||||
|
||||
- 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
|
||||
Single harness: **Claude Code + hyperguild** — session-based (start a session, it works, it
|
||||
stops). There is **no** push-triggered dispatch, listener, or scheduled poller, and none should
|
||||
be added without a fresh, friction-driven decision. MCP connections in `.mcp.json`:
|
||||
|
||||
## Behavior rules
|
||||
- **brain** (`brain-mcp.d-ma.be`) — knowledge query/write. `BRAIN_MCP_TOKEN`.
|
||||
- **gitea** (`git-mcp.d-ma.be`) — issues/PRs/repo, the audit trail. `GITEA_MCP_TOKEN`.
|
||||
|
||||
These rules apply to every task across every project, regardless of harness.
|
||||
## Workflow
|
||||
|
||||
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).
|
||||
5. **Trunk-Based Development — commit directly to main.** Every commit is one
|
||||
logical change (one tool, one fix, one test) with passing tests. Main is always
|
||||
deployable. Never create long-lived feature branches.
|
||||
1. **Issue** — work is scoped as a Gitea issue (acceptance criteria + report-back format).
|
||||
2. **Session** — a Claude Code + hyperguild session does the work in this repo.
|
||||
3. **PR** — branch off `main`; open a PR; CI (`task check`) is the gate.
|
||||
4. **Report-back** — comment the outcome on the issue (issue comments are the audit surface).
|
||||
5. **Brain capture** — persist durable, non-obvious learnings to the brain.
|
||||
|
||||
**Exception — parallel agents on same repo:** If another agent is known to be
|
||||
actively working on the same repo simultaneously, create a short-lived branch
|
||||
(`agent/<description>`), finish the task, and merge to main within the same
|
||||
session. Do not leave agent branches open between sessions.
|
||||
## Conventions
|
||||
|
||||
**Exception — external contributor or client four-eyes requirement:** Use
|
||||
PR flow only when a human reviewer outside the project is required. Document
|
||||
the reason in PROJECT.md.
|
||||
- Go: standard tooling; `task check` (lint + vet + `go test -race`) before every PR.
|
||||
- Errors wrapped (`fmt.Errorf("...: %w", err)`); structured `slog`.
|
||||
- Trunk-based: commit to `main` via PR; one logical change per commit; CI is the quality gate.
|
||||
- Secrets via env (`BRAIN_MCP_TOKEN`, `GITEA_MCP_TOKEN`, `LITELLM_API_KEY`); never in code.
|
||||
|
||||
## Default stack
|
||||
## Boundaries
|
||||
|
||||
| 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 | pgvector (vector), BM25 | Qdrant (when >1M vectors or hybrid retrieval) | — |
|
||||
| Logging | slog (structured) | — | — |
|
||||
| Testing | Table-driven, testify | — | — |
|
||||
| Agents (Go) | google.golang.org/adk + pkg/litellm adapter | — | — |
|
||||
|
||||
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:`), commit directly to main,
|
||||
one logical change per commit, CI is the quality gate
|
||||
- **Never**: long-lived feature branches, PRs for solo work, direct push without
|
||||
passing `task check` locally first
|
||||
- **Security**: no secrets in code, govulncheck before adding deps, SOPS for encrypted config
|
||||
- **Dependencies**: prefer stdlib. testify, slog, templ, sqlc, google.golang.org/adk (agent projects only) 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 k3s + llama-swap + shared postgres18/pgvector |
|
||||
| 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 — actively use it
|
||||
|
||||
A persistent brain (BM25 search + LLM-synthesised Q&A) survives across sessions,
|
||||
hosts, and harnesses. It holds 100+ hard-won entries: infra incident postmortems,
|
||||
Go pitfalls, framework gotchas, design principles, ADRs. **It is not optional
|
||||
reference material — query it actively, not just when explicitly told.**
|
||||
|
||||
### When to query (treat as a reflex)
|
||||
|
||||
- **Before** starting a non-trivial task — search for prior art with the symptom
|
||||
AND the system component ("how did we solve X in Y?"). 5 seconds beats 5 hours.
|
||||
- **When debugging** — search for the error string, the stack frame, the affected
|
||||
service. Past you may have already paid this tax.
|
||||
- **Before adopting** a pattern, library, framework, or model name — check if it
|
||||
was tried and rejected, or what the integration footguns are.
|
||||
- **When making architectural decisions** — search for the domain + "ADR" or
|
||||
"decision" to find prior reasoning before re-deriving it.
|
||||
- **When a recommendation feels novel** — challenge yourself: "has this been
|
||||
documented?" The brain often has it.
|
||||
|
||||
### When to write
|
||||
|
||||
After you discover something that **future-you would forget** and that **isn't
|
||||
recoverable from the code, git log, or PR description alone**:
|
||||
|
||||
- Bugs whose root cause is non-obvious and generalisable beyond this project.
|
||||
- Framework / library / model-name quirks that bit you and would bite anyone.
|
||||
- Design principles validated under fire (e.g. "every `_get` needs a `_list`").
|
||||
- Postmortems for incidents: what broke, why, how diagnosed, what to do next time.
|
||||
|
||||
DON'T write project status, sprint progress, PR summaries, or "what I did this
|
||||
session" — those rot fast and the originals are in git/gitea anyway. Brain
|
||||
entries that age well are about *why*, *how to avoid*, and *what to do when*.
|
||||
|
||||
### How to access (per harness)
|
||||
|
||||
| Harness | Query | Write |
|
||||
|---------|-------|-------|
|
||||
| **Claude Code, Claude Desktop** | `brain_query` (BM25), `brain_answer` (LLM-synth + sources) MCP tools | `brain_write` MCP tool |
|
||||
| **Crush, Pi, Antigravity, other MCP-capable** | same MCP server: `ingestion-brain` (via the `mcp__*_brain__*` namespace once authenticated) | same |
|
||||
| **Anything HTTP-only (curl, scripts)** | `POST https://brain-mcp.d-ma.be/query` with `{"query":"..."}` (auth via `BRAIN_MCP_TOKEN`) | `POST .../write` with `{"content":"...","filename":"..."}` |
|
||||
| **Browser / human inspection** | `https://gitea.d-ma.be/mathias/hyperguild` → `knowledge/` and `wiki/` markdown files |
|
||||
|
||||
- **Scoping**: defaults to `public` collection; client projects filter to `{client}` + `public`.
|
||||
- **Routing**: brain_answer's LLM uses berget.ai as primary, iguana ollama as
|
||||
fallback. Both are configurable in the `supervisor/ingestion-deployment.yaml`
|
||||
on the koala k3s cluster; don't hardcode local-only model names into the
|
||||
berget URL (see knowledge entry on namespace mismatches).
|
||||
|
||||
### Quick reflex checks
|
||||
|
||||
If you find yourself about to say any of these out loud, you owe yourself a brain query first:
|
||||
|
||||
- "I think the issue might be..."
|
||||
- "Let me try X and see..."
|
||||
- "I'll just write a script to..."
|
||||
- "This is probably a new bug..."
|
||||
- "Has anyone done this before?" — *yes, probably, go check.*
|
||||
|
||||
## 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_NAME__
|
||||
|
||||
## Identity
|
||||
|
||||
- **Name**: __PROJECT_NAME__
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**: gitea.d-ma.be/mathias/__PROJECT_NAME__
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
Go + ADK + LiteLLM. See `~/dev/.context/AGENT.md` for cross-project conventions.
|
||||
|
||||
## Agent
|
||||
|
||||
TODO: describe what this agent does, what tools it has, and what it's responsible for.
|
||||
Runtime scope (network egress allow-list, file scope, approved operations, failure posture) is
|
||||
in `AGENT_BOUNDARIES.md`. Read it before adding tools, endpoints, or write access.
|
||||
|
||||
## Observability
|
||||
|
||||
Traces → Jaeger via `OTLP_ENDPOINT`. Set `ADK_SERVICE_NAME=__PROJECT_NAME__` per deployment.
|
||||
Spans emitted: `invoke_agent`, `generate_content`. Tool spans require custom callbacks.
|
||||
Traces → Jaeger via `OTLP_ENDPOINT`; `ADK_SERVICE_NAME=__PROJECT_NAME__`. Spans: `invoke_agent`,
|
||||
`generate_content`.
|
||||
|
||||
@@ -0,0 +1,78 @@
|
||||
# Agent boundaries — __PROJECT_NAME__
|
||||
|
||||
Operational scope for this agent. Read before extending tools, adding endpoints,
|
||||
or wiring new data sources. Defaults are conservative; widen explicitly.
|
||||
|
||||
## Network scope
|
||||
|
||||
Egress is allow-listed. The agent MAY reach:
|
||||
|
||||
| Endpoint | Purpose | Protocol | Default port |
|
||||
|--------------------------------|----------------------------------|----------|--------------|
|
||||
| `llm-api.d-ma.be` (LiteLLM) | Model inference | HTTPS | 443 |
|
||||
| `brain-mcp.d-ma.be` | Knowledge base (BM25 + synth) | HTTPS | 443 |
|
||||
| `gitea-mcp.d-ma.be` | Repo/issue/PR ops | HTTPS | 443 |
|
||||
| `jaeger.d-ma.be` | OTLP trace export | HTTP | 4318 |
|
||||
| In-cluster DNS (`kube-dns`) | Service discovery | UDP | 53 |
|
||||
|
||||
Egress MUST be blocked to:
|
||||
|
||||
- Public Slack / Discord / Telegram / email
|
||||
- Third-party LLM APIs (OpenAI, Anthropic, Google) unless explicitly added below
|
||||
- Public package registries from runtime (proxy through build only)
|
||||
- Customer/client domains not listed in the engagement scope
|
||||
|
||||
Add new endpoints by editing this table in the same commit that wires them, and enforce them
|
||||
with whatever egress mechanism the deployment uses (e.g. a k8s NetworkPolicy in the project's
|
||||
own deploy manifests).
|
||||
|
||||
## File scope
|
||||
|
||||
Read scope:
|
||||
|
||||
- Mounted ConfigMaps and Secrets under `/etc/__PROJECT_NAME__/`
|
||||
- Working dir under `/var/lib/__PROJECT_NAME__/` (ephemeral)
|
||||
- `/tmp` for streaming artifacts (size-capped via emptyDir)
|
||||
|
||||
Write scope:
|
||||
|
||||
- `/var/lib/__PROJECT_NAME__/` only
|
||||
- `/tmp` only
|
||||
- Never `/`, `/etc`, `/var/log`, host paths, or sibling pod volumes
|
||||
|
||||
Persistent state MUST live in PostgreSQL (`postgres.d-ma.be`) or object storage —
|
||||
not the pod filesystem.
|
||||
|
||||
## Approved operations
|
||||
|
||||
The agent MAY:
|
||||
|
||||
- Issue LLM inference requests via the LiteLLM adapter
|
||||
- Query the brain MCP for prior art / postmortems
|
||||
- Read repos, issues, and PRs via gitea-mcp
|
||||
- Emit OTLP spans for `invoke_agent`, `generate_content`, and any custom tool spans
|
||||
- Write to its own k8s logs (stdout/stderr; structured `slog`)
|
||||
|
||||
The agent MUST NOT, without explicit opt-in in code review:
|
||||
|
||||
- Write to gitea (open PR, push branch, comment) — requires `--write` flag and audit log
|
||||
- Execute shell commands in non-sandboxed contexts
|
||||
- Mutate k8s resources (no kubectl/Helm/Flux operations from runtime)
|
||||
- Forward LLM outputs to external systems before redaction
|
||||
- Hold conversation logs longer than the session TTL (24h default)
|
||||
|
||||
## Failure posture
|
||||
|
||||
- Outbound DNS failure → fail closed, retry with jitter, surface to caller
|
||||
- LLM 5xx → bounded retry (3 attempts), then return error to caller
|
||||
- Brain MCP unavailable → continue without prior-art lookup; log degraded mode
|
||||
- OTLP unavailable → drop spans silently; never block request path
|
||||
|
||||
## Review triggers
|
||||
|
||||
Bump this doc (and the deployment's egress enforcement) when:
|
||||
|
||||
- A new external endpoint is added
|
||||
- A new tool with side effects is wired in
|
||||
- The agent gains write access to anything (repo, DB table, filesystem path)
|
||||
- A client engagement narrows or widens the data scope
|
||||
@@ -5,18 +5,38 @@
|
||||
- **Name**: __PROJECT_NAME__
|
||||
- **Owner**: Mathias
|
||||
- **Client**: personal
|
||||
- **Repo**: gitea.d-ma.be/mathias/__PROJECT_NAME__
|
||||
- **Repo**: git.d-ma.be/mathias/__PROJECT_NAME__
|
||||
- **Status**: active
|
||||
|
||||
## Stack
|
||||
|
||||
Go + ADK + LiteLLM. See `~/dev/.context/AGENT.md` for cross-project conventions.
|
||||
Go + ADK + LiteLLM. Claude Code tree-walks to `~/dev/CLAUDE.md` for cross-project conventions.
|
||||
|
||||
## Agent
|
||||
|
||||
TODO: describe what this agent does, what tools it has, and what it's responsible for.
|
||||
|
||||
## Harness & workflow
|
||||
|
||||
Single harness: **Claude Code + hyperguild** — session-based (you start a session, it works,
|
||||
it stops; there is no push-triggered dispatch). MCP connections are in `.mcp.json`: **brain**
|
||||
(knowledge query/write) and **gitea** (issues/PRs/repo — the audit trail). Provide
|
||||
`BRAIN_MCP_TOKEN` and `GITEA_MCP_TOKEN` in the environment.
|
||||
|
||||
The loop for a unit of work:
|
||||
|
||||
1. **Issue** — the work is a Gitea issue (scope, acceptance criteria, report-back format).
|
||||
2. **Session** — a Claude Code + hyperguild session does the work in this repo.
|
||||
3. **PR** — branch off `main`, open a PR; CI (`task check`) is the gate.
|
||||
4. **Report-back** — comment the outcome on the issue (issue comments are the audit surface).
|
||||
5. **Brain capture** — if a learning is durable and non-obvious, write it to the brain.
|
||||
|
||||
## Observability
|
||||
|
||||
Traces → Jaeger via `OTLP_ENDPOINT`. Set `ADK_SERVICE_NAME=__PROJECT_NAME__` per deployment.
|
||||
Spans emitted: `invoke_agent`, `generate_content`. Tool spans require custom callbacks.
|
||||
|
||||
## Boundaries
|
||||
|
||||
Runtime scope (network egress, file scope, approved operations) is in `AGENT_BOUNDARIES.md` —
|
||||
read it before adding tools, endpoints, or write access.
|
||||
|
||||
+12
@@ -0,0 +1,12 @@
|
||||
FROM golang:1.26-alpine AS build
|
||||
WORKDIR /src
|
||||
RUN apk add --no-cache git
|
||||
COPY go.mod ./
|
||||
RUN go mod download
|
||||
COPY . .
|
||||
RUN CGO_ENABLED=0 go build -trimpath -ldflags='-s -w' -o /out/app ./cmd/__PROJECT_NAME__
|
||||
|
||||
FROM gcr.io/distroless/static-debian12:nonroot
|
||||
COPY --from=build /out/app /app
|
||||
USER nonroot:nonroot
|
||||
ENTRYPOINT ["/app"]
|
||||
@@ -11,6 +11,16 @@ go mod tidy
|
||||
task run
|
||||
```
|
||||
|
||||
## Harness & workflow
|
||||
|
||||
Single harness: **Claude Code + hyperguild** — session-based (start a session, it works, it
|
||||
stops). No push-triggered dispatch. MCP connections live in `.mcp.json`: **brain** (knowledge)
|
||||
and **gitea** (issues/PRs — the audit trail); provide `BRAIN_MCP_TOKEN` and `GITEA_MCP_TOKEN`.
|
||||
|
||||
Work flows: **issue → hyperguild session → PR (`task check` gate) → report-back comment on the
|
||||
issue → brain capture if the learning is durable**. See `AGENTS.md` / `CLAUDE.md` for the full
|
||||
context, `AGENT_BOUNDARIES.md` for runtime scope.
|
||||
|
||||
## Observability
|
||||
|
||||
Set `OTLP_ENDPOINT=http://jaeger.d-ma.be:4318` to emit traces. Each invocation produces:
|
||||
|
||||
@@ -23,14 +23,3 @@ tasks:
|
||||
- golangci-lint run ./...
|
||||
- go vet ./...
|
||||
- go test ./... -race -count=1
|
||||
|
||||
context:sync:
|
||||
desc: Regenerate all harness-specific context files
|
||||
cmds:
|
||||
- bash scripts/context-sync.sh
|
||||
context:sync:claude:
|
||||
cmds: [bash scripts/context-sync.sh claude]
|
||||
context:sync:agents:
|
||||
cmds: [bash scripts/context-sync.sh agents]
|
||||
context:sync:cursor:
|
||||
cmds: [bash scripts/context-sync.sh cursor]
|
||||
|
||||
@@ -3,6 +3,50 @@ module __MODULE_PATH__
|
||||
go 1.26
|
||||
|
||||
require (
|
||||
go.opentelemetry.io/otel v1.43.0
|
||||
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.43.0
|
||||
go.opentelemetry.io/otel/sdk v1.43.0
|
||||
google.golang.org/adk v1.2.0
|
||||
google.golang.org/genai v1.40.0
|
||||
)
|
||||
|
||||
require (
|
||||
cloud.google.com/go v0.123.0 // indirect
|
||||
cloud.google.com/go/auth v0.18.2 // indirect
|
||||
cloud.google.com/go/compute/metadata v0.9.0 // indirect
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.31.0 // indirect
|
||||
github.com/cenkalti/backoff/v5 v5.0.3 // indirect
|
||||
github.com/cespare/xxhash/v2 v2.3.0 // indirect
|
||||
github.com/felixge/httpsnoop v1.0.4 // indirect
|
||||
github.com/go-logr/logr v1.4.3 // indirect
|
||||
github.com/go-logr/stdr v1.2.2 // indirect
|
||||
github.com/google/go-cmp v0.7.0 // indirect
|
||||
github.com/google/s2a-go v0.1.9 // indirect
|
||||
github.com/google/safehtml v0.1.0 // indirect
|
||||
github.com/google/uuid v1.6.0 // indirect
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.14 // indirect
|
||||
github.com/googleapis/gax-go/v2 v2.18.0 // indirect
|
||||
github.com/gorilla/websocket v1.5.3 // indirect
|
||||
github.com/grpc-ecosystem/grpc-gateway/v2 v2.28.0 // indirect
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 // indirect
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.40.0 // indirect
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 // indirect
|
||||
go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttp v0.16.0 // indirect
|
||||
go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.43.0 // indirect
|
||||
go.opentelemetry.io/otel/log v0.16.0 // indirect
|
||||
go.opentelemetry.io/otel/metric v1.43.0 // indirect
|
||||
go.opentelemetry.io/otel/sdk/log v0.16.0 // indirect
|
||||
go.opentelemetry.io/otel/trace v1.43.0 // indirect
|
||||
go.opentelemetry.io/proto/otlp v1.10.0 // indirect
|
||||
golang.org/x/crypto v0.49.0 // indirect
|
||||
golang.org/x/net v0.52.0 // indirect
|
||||
golang.org/x/oauth2 v0.36.0 // indirect
|
||||
golang.org/x/sys v0.42.0 // indirect
|
||||
golang.org/x/text v0.35.0 // indirect
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20260401024825-9d38bb4040a9 // indirect
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260401024825-9d38bb4040a9 // indirect
|
||||
google.golang.org/grpc v1.80.0 // indirect
|
||||
google.golang.org/protobuf v1.36.11 // indirect
|
||||
rsc.io/omap v1.2.0 // indirect
|
||||
rsc.io/ordered v1.1.1 // indirect
|
||||
)
|
||||
|
||||
@@ -0,0 +1,111 @@
|
||||
cloud.google.com/go v0.123.0 h1:2NAUJwPR47q+E35uaJeYoNhuNEM9kM8SjgRgdeOJUSE=
|
||||
cloud.google.com/go v0.123.0/go.mod h1:xBoMV08QcqUGuPW65Qfm1o9Y4zKZBpGS+7bImXLTAZU=
|
||||
cloud.google.com/go/auth v0.18.2 h1:+Nbt5Ev0xEqxlNjd6c+yYUeosQ5TtEUaNcN/3FozlaM=
|
||||
cloud.google.com/go/auth v0.18.2/go.mod h1:xD+oY7gcahcu7G2SG2DsBerfFxgPAJz17zz2joOFF3M=
|
||||
cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
|
||||
cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.31.0 h1:DHa2U07rk8syqvCge0QIGMCE1WxGj9njT44GH7zNJLQ=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.31.0/go.mod h1:P4WPRUkOhJC13W//jWpyfJNDAIpvRbAUIYLX/4jtlE0=
|
||||
github.com/cenkalti/backoff/v5 v5.0.3 h1:ZN+IMa753KfX5hd8vVaMixjnqRZ3y8CuJKRKj1xcsSM=
|
||||
github.com/cenkalti/backoff/v5 v5.0.3/go.mod h1:rkhZdG3JZukswDf7f0cwqPNk4K0sa+F97BxZthm/crw=
|
||||
github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
|
||||
github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
|
||||
github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
|
||||
github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
|
||||
github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
|
||||
github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
|
||||
github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
|
||||
github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
|
||||
github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
|
||||
github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
|
||||
github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
|
||||
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
|
||||
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
|
||||
github.com/google/jsonschema-go v0.4.2 h1:tmrUohrwoLZZS/P3x7ex0WAVknEkBZM46iALbcqoRA8=
|
||||
github.com/google/jsonschema-go v0.4.2/go.mod h1:r5quNTdLOYEz95Ru18zA0ydNbBuYoo9tgaYcxEYhJVE=
|
||||
github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
|
||||
github.com/google/s2a-go v0.1.9/go.mod h1:YA0Ei2ZQL3acow2O62kdp9UlnvMmU7kA6Eutn0dXayM=
|
||||
github.com/google/safehtml v0.1.0 h1:EwLKo8qawTKfsi0orxcQAZzu07cICaBeFMegAU9eaT8=
|
||||
github.com/google/safehtml v0.1.0/go.mod h1:L4KWwDsUJdECRAEpZoBn3O64bQaywRscowZjJAzjHnU=
|
||||
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
|
||||
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.14 h1:yh8ncqsbUY4shRD5dA6RlzjJaT4hi3kII+zYw8wmLb8=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.14/go.mod h1:vqVt9yG9480NtzREnTlmGSBmFrA+bzb0yl0TxoBQXOg=
|
||||
github.com/googleapis/gax-go/v2 v2.18.0 h1:jxP5Uuo3bxm3M6gGtV94P4lliVetoCB4Wk2x8QA86LI=
|
||||
github.com/googleapis/gax-go/v2 v2.18.0/go.mod h1:uSzZN4a356eRG985CzJ3WfbFSpqkLTjsnhWGJR6EwrE=
|
||||
github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
|
||||
github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
|
||||
github.com/grpc-ecosystem/grpc-gateway/v2 v2.28.0 h1:HWRh5R2+9EifMyIHV7ZV+MIZqgz+PMpZ14Jynv3O2Zs=
|
||||
github.com/grpc-ecosystem/grpc-gateway/v2 v2.28.0/go.mod h1:JfhWUomR1baixubs02l85lZYYOm7LV6om4ceouMv45c=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
|
||||
github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
|
||||
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.40.0 h1:Awaf8gmW99tZTOWqkLCOl6aw1/rxAWVlHsHIZ3fT2sA=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.40.0/go.mod h1:99OY9ZCqyLkzJLTh5XhECpLRSxcZl+ZDKBEO+jMBFR4=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 h1:RbKq8BG0FI8OiXhBfcRtqqHcZcka+gU3cskNuf05R18=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0/go.mod h1:h06DGIukJOevXaj/xrNjhi/2098RZzcLTbc0jDAUbsg=
|
||||
go.opentelemetry.io/otel v1.43.0 h1:mYIM03dnh5zfN7HautFE4ieIig9amkNANT+xcVxAj9I=
|
||||
go.opentelemetry.io/otel v1.43.0/go.mod h1:JuG+u74mvjvcm8vj8pI5XiHy1zDeoCS2LB1spIq7Ay0=
|
||||
go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttp v0.16.0 h1:djrxvDxAe44mJUrKataUbOhCKhR3F8QCyWucO16hTQs=
|
||||
go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttp v0.16.0/go.mod h1:dt3nxpQEiSoKvfTVxp3TUg5fHPLhKtbcnN3Z1I1ePD0=
|
||||
go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.43.0 h1:88Y4s2C8oTui1LGM6bTWkw0ICGcOLCAI5l6zsD1j20k=
|
||||
go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.43.0/go.mod h1:Vl1/iaggsuRlrHf/hfPJPvVag77kKyvrLeD10kpMl+A=
|
||||
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.43.0 h1:3iZJKlCZufyRzPzlQhUIWVmfltrXuGyfjREgGP3UUjc=
|
||||
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.43.0/go.mod h1:/G+nUPfhq2e+qiXMGxMwumDrP5jtzU+mWN7/sjT2rak=
|
||||
go.opentelemetry.io/otel/log v0.16.0 h1:DeuBPqCi6pQwtCK0pO4fvMB5eBq6sNxEnuTs88pjsN4=
|
||||
go.opentelemetry.io/otel/log v0.16.0/go.mod h1:rWsmqNVTLIA8UnwYVOItjyEZDbKIkMxdQunsIhpUMes=
|
||||
go.opentelemetry.io/otel/metric v1.43.0 h1:d7638QeInOnuwOONPp4JAOGfbCEpYb+K6DVWvdxGzgM=
|
||||
go.opentelemetry.io/otel/metric v1.43.0/go.mod h1:RDnPtIxvqlgO8GRW18W6Z/4P462ldprJtfxHxyKd2PY=
|
||||
go.opentelemetry.io/otel/sdk v1.43.0 h1:pi5mE86i5rTeLXqoF/hhiBtUNcrAGHLKQdhg4h4V9Dg=
|
||||
go.opentelemetry.io/otel/sdk v1.43.0/go.mod h1:P+IkVU3iWukmiit/Yf9AWvpyRDlUeBaRg6Y+C58QHzg=
|
||||
go.opentelemetry.io/otel/sdk/log v0.16.0 h1:e/b4bdlQwC5fnGtG3dlXUrNOnP7c8YLVSpSfEBIkTnI=
|
||||
go.opentelemetry.io/otel/sdk/log v0.16.0/go.mod h1:JKfP3T6ycy7QEuv3Hj8oKDy7KItrEkus8XJE6EoSzw4=
|
||||
go.opentelemetry.io/otel/sdk/log/logtest v0.16.0 h1:/XVkpZ41rVRTP4DfMgYv1nEtNmf65XPPyAdqV90TMy4=
|
||||
go.opentelemetry.io/otel/sdk/log/logtest v0.16.0/go.mod h1:iOOPgQr5MY9oac/F5W86mXdeyWZGleIx3uXO98X2R6Y=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.43.0 h1:S88dyqXjJkuBNLeMcVPRFXpRw2fuwdvfCGLEo89fDkw=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.43.0/go.mod h1:C/RJtwSEJ5hzTiUz5pXF1kILHStzb9zFlIEe85bhj6A=
|
||||
go.opentelemetry.io/otel/trace v1.43.0 h1:BkNrHpup+4k4w+ZZ86CZoHHEkohws8AY+WTX09nk+3A=
|
||||
go.opentelemetry.io/otel/trace v1.43.0/go.mod h1:/QJhyVBUUswCphDVxq+8mld+AvhXZLhe+8WVFxiFff0=
|
||||
go.opentelemetry.io/proto/otlp v1.10.0 h1:IQRWgT5srOCYfiWnpqUYz9CVmbO8bFmKcwYxpuCSL2g=
|
||||
go.opentelemetry.io/proto/otlp v1.10.0/go.mod h1:/CV4QoCR/S9yaPj8utp3lvQPoqMtxXdzn7ozvvozVqk=
|
||||
go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
|
||||
go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
|
||||
golang.org/x/crypto v0.49.0 h1:+Ng2ULVvLHnJ/ZFEq4KdcDd/cfjrrjjNSXNzxg0Y4U4=
|
||||
golang.org/x/crypto v0.49.0/go.mod h1:ErX4dUh2UM+CFYiXZRTcMpEcN8b/1gxEuv3nODoYtCA=
|
||||
golang.org/x/net v0.52.0 h1:He/TN1l0e4mmR3QqHMT2Xab3Aj3L9qjbhRm78/6jrW0=
|
||||
golang.org/x/net v0.52.0/go.mod h1:R1MAz7uMZxVMualyPXb+VaqGSa3LIaUqk0eEt3w36Sw=
|
||||
golang.org/x/oauth2 v0.36.0 h1:peZ/1z27fi9hUOFCAZaHyrpWG5lwe0RJEEEeH0ThlIs=
|
||||
golang.org/x/oauth2 v0.36.0/go.mod h1:YDBUJMTkDnJS+A4BP4eZBjCqtokkg1hODuPjwiGPO7Q=
|
||||
golang.org/x/sync v0.20.0 h1:e0PTpb7pjO8GAtTs2dQ6jYa5BWYlMuX047Dco/pItO4=
|
||||
golang.org/x/sync v0.20.0/go.mod h1:9xrNwdLfx4jkKbNva9FpL6vEN7evnE43NNNJQ2LF3+0=
|
||||
golang.org/x/sys v0.42.0 h1:omrd2nAlyT5ESRdCLYdm3+fMfNFE/+Rf4bDIQImRJeo=
|
||||
golang.org/x/sys v0.42.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
|
||||
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
|
||||
golang.org/x/text v0.35.0 h1:JOVx6vVDFokkpaq1AEptVzLTpDe9KGpj5tR4/X+ybL8=
|
||||
golang.org/x/text v0.35.0/go.mod h1:khi/HExzZJ2pGnjenulevKNX1W67CUy0AsXcNubPGCA=
|
||||
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
|
||||
gonum.org/v1/gonum v0.17.0 h1:VbpOemQlsSMrYmn7T2OUvQ4dqxQXU+ouZFQsZOx50z4=
|
||||
gonum.org/v1/gonum v0.17.0/go.mod h1:El3tOrEuMpv2UdMrbNlKEh9vd86bmQ6vqIcDwxEOc1E=
|
||||
google.golang.org/adk v1.2.0 h1:MfQD1/GqPfIsFNBcozNykkjdqNIdCrPH/SNqKPZF/yM=
|
||||
google.golang.org/adk v1.2.0/go.mod h1:6QY5jQI7awU4WYtJqvyIkJQheCvqsGWweU6BX63USEc=
|
||||
google.golang.org/genai v1.40.0 h1:kYxyQSH+vsib8dvsgyLJzsVEIv5k3ZmHJyVqdvGncmc=
|
||||
google.golang.org/genai v1.40.0/go.mod h1:A3kkl0nyBjyFlNjgxIwKq70julKbIxpSxqKO5gw/gmk=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20260401024825-9d38bb4040a9 h1:VPWxll4HlMw1Vs/qXtN7BvhZqsS9cdAittCNvVENElA=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20260401024825-9d38bb4040a9/go.mod h1:7QBABkRtR8z+TEnmXTqIqwJLlzrZKVfAUm7tY3yGv0M=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260401024825-9d38bb4040a9 h1:m8qni9SQFH0tJc1X0vmnpw/0t+AImlSvp30sEupozUg=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260401024825-9d38bb4040a9/go.mod h1:4Hqkh8ycfw05ld/3BWL7rJOSfebL2Q+DVDeRgYgxUU8=
|
||||
google.golang.org/grpc v1.80.0 h1:Xr6m2WmWZLETvUNvIUmeD5OAagMw3FiKmMlTdViWsHM=
|
||||
google.golang.org/grpc v1.80.0/go.mod h1:ho/dLnxwi3EDJA4Zghp7k2Ec1+c2jqup0bFkw07bwF4=
|
||||
google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
|
||||
google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
|
||||
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
|
||||
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
|
||||
rsc.io/omap v1.2.0 h1:c1M8jchnHbzmJALzGLclfH3xDWXrPxSUHXzH5C+8Kdw=
|
||||
rsc.io/omap v1.2.0/go.mod h1:C8pkI0AWexHopQtZX+qiUeJGzvc8HkdgnsWK4/mAa00=
|
||||
rsc.io/ordered v1.1.1 h1:1kZM6RkTmceJgsFH/8DLQvkCVEYomVDJfBRLT595Uak=
|
||||
rsc.io/ordered v1.1.1/go.mod h1:evAi8739bWVBRG9aaufsjVc202+6okf8u2QeVL84BCM=
|
||||
@@ -0,0 +1,74 @@
|
||||
// Package agent wraps the ADK runner with the project's defaults.
|
||||
//
|
||||
// Keep this thin: construction, defaults, and the Run loop. Tool wiring,
|
||||
// callbacks, and any business logic belong in sibling packages.
|
||||
package agent
|
||||
|
||||
import (
|
||||
"context"
|
||||
"fmt"
|
||||
"iter"
|
||||
|
||||
"google.golang.org/adk/agent"
|
||||
"google.golang.org/adk/agent/llmagent"
|
||||
"google.golang.org/adk/model"
|
||||
"google.golang.org/adk/runner"
|
||||
"google.golang.org/adk/session"
|
||||
"google.golang.org/genai"
|
||||
)
|
||||
|
||||
// Config holds the minimum needed to spin up an agent + runner.
|
||||
type Config struct {
|
||||
Name string
|
||||
Description string
|
||||
Instruction string
|
||||
Model model.LLM
|
||||
}
|
||||
|
||||
// Agent is the runnable unit. Construct with New, drive with Run.
|
||||
type Agent struct {
|
||||
name string
|
||||
runner *runner.Runner
|
||||
}
|
||||
|
||||
// New builds an llmagent and an in-memory-session runner around it.
|
||||
func New(cfg Config) (*Agent, error) {
|
||||
if cfg.Name == "" {
|
||||
return nil, fmt.Errorf("agent: Name required")
|
||||
}
|
||||
if cfg.Model == nil {
|
||||
return nil, fmt.Errorf("agent: Model required")
|
||||
}
|
||||
|
||||
ag, err := llmagent.New(llmagent.Config{
|
||||
Name: cfg.Name,
|
||||
Description: cfg.Description,
|
||||
Model: cfg.Model,
|
||||
Instruction: cfg.Instruction,
|
||||
})
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("agent: build llmagent: %w", err)
|
||||
}
|
||||
|
||||
r, err := runner.New(runner.Config{
|
||||
AppName: cfg.Name,
|
||||
Agent: ag,
|
||||
SessionService: session.InMemoryService(),
|
||||
AutoCreateSession: true,
|
||||
})
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("agent: build runner: %w", err)
|
||||
}
|
||||
|
||||
return &Agent{name: cfg.Name, runner: r}, nil
|
||||
}
|
||||
|
||||
// Run dispatches a single user turn and returns the event iterator.
|
||||
// The caller is responsible for draining it and handling errors.
|
||||
func (a *Agent) Run(ctx context.Context, userID, sessionID, text string) iter.Seq2[*session.Event, error] {
|
||||
msg := genai.NewContentFromText(text, "user")
|
||||
return a.runner.Run(ctx, userID, sessionID, msg, agent.RunConfig{})
|
||||
}
|
||||
|
||||
// Name returns the registered agent name (also used as ADK AppName).
|
||||
func (a *Agent) Name() string { return a.name }
|
||||
@@ -112,7 +112,7 @@ func (m *Model) GenerateContent(ctx context.Context, req *adkmodel.LLMRequest, _
|
||||
yield(nil, fmt.Errorf("http: %w", err))
|
||||
return
|
||||
}
|
||||
defer resp.Body.Close()
|
||||
defer func() { _ = resp.Body.Close() }()
|
||||
|
||||
raw, err := io.ReadAll(resp.Body)
|
||||
if err != nil {
|
||||
|
||||
@@ -1,201 +0,0 @@
|
||||
#!/usr/bin/env bash
|
||||
# Generates harness-specific context files from .context/PROJECT.md
|
||||
# Project-level script — run from a project directory.
|
||||
#
|
||||
# For Claude Code: generates project-only CLAUDE.md (it inherits root via tree walk)
|
||||
# For everything else: concatenates root AGENT.md + project PROJECT.md
|
||||
#
|
||||
# Usage: ./scripts/context-sync.sh [--force] [adapter...]
|
||||
# Task: task context:sync
|
||||
#
|
||||
# Override root context: ROOT_CONTEXT=~/dev/.context/AGENT.md ./scripts/context-sync.sh
|
||||
|
||||
set -euo pipefail
|
||||
|
||||
# Parse --force flag and collect adapter names separately
|
||||
FORCE=false
|
||||
ADAPTERS=()
|
||||
for _arg in "$@"; do
|
||||
case "$_arg" in
|
||||
--force) FORCE=true ;;
|
||||
*) ADAPTERS+=("$_arg") ;;
|
||||
esac
|
||||
done
|
||||
|
||||
PROJECT_FILE=".context/PROJECT.md"
|
||||
|
||||
# Walk up to find root .context/AGENT.md
|
||||
find_root_context() {
|
||||
local dir
|
||||
dir="$(pwd)"
|
||||
while [ "$dir" != "/" ]; do
|
||||
dir="$(dirname "$dir")"
|
||||
if [ -f "$dir/.context/AGENT.md" ]; then
|
||||
echo "$dir/.context/AGENT.md"
|
||||
return
|
||||
fi
|
||||
done
|
||||
echo ""
|
||||
}
|
||||
|
||||
ROOT_CONTEXT="${ROOT_CONTEXT:-$(find_root_context)}"
|
||||
|
||||
if [ ! -f "$PROJECT_FILE" ]; then
|
||||
echo "Error: $PROJECT_FILE not found. Are you in a project root?"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# Pre-flight: reject unfilled {{...}} placeholders unless --force
|
||||
if [ "$FORCE" = false ]; then
|
||||
_placeholders=$(grep -n '{{[^}]*}}' "$PROJECT_FILE" 2>/dev/null || true)
|
||||
if [ -n "$_placeholders" ]; then
|
||||
echo "Error: unfilled placeholders in $PROJECT_FILE:" >&2
|
||||
while IFS= read -r _match; do
|
||||
_lineno="${_match%%:*}"
|
||||
_content="${_match#*:}"
|
||||
_token=$(printf '%s' "$_content" | grep -o '{{[^}]*}}' | head -1)
|
||||
echo " $PROJECT_FILE:$_lineno: unfilled placeholder $_token" >&2
|
||||
done <<< "$_placeholders"
|
||||
echo "" >&2
|
||||
echo "Fill these placeholders, then re-run: task context:sync" >&2
|
||||
echo "To bypass validation: bash scripts/context-sync.sh --force" >&2
|
||||
exit 1
|
||||
fi
|
||||
fi
|
||||
|
||||
if [ -n "$ROOT_CONTEXT" ] && [ -f "$ROOT_CONTEXT" ]; then
|
||||
echo " Root context: $ROOT_CONTEXT"
|
||||
else
|
||||
echo " No root AGENT.md found (project context only)"
|
||||
fi
|
||||
|
||||
# Emit root context + separator
|
||||
root_block() {
|
||||
if [ -n "$ROOT_CONTEXT" ] && [ -f "$ROOT_CONTEXT" ]; then
|
||||
cat "$ROOT_CONTEXT"
|
||||
echo ""
|
||||
echo "---"
|
||||
echo ""
|
||||
fi
|
||||
}
|
||||
|
||||
# ── Claude Code ──────────────────────────────────────────────
|
||||
# Claude Code walks up the tree — it finds ~/dev/CLAUDE.md automatically.
|
||||
# Project-level CLAUDE.md only needs project-specific context.
|
||||
generate_claude() {
|
||||
cat "$PROJECT_FILE" > CLAUDE.md
|
||||
echo " → CLAUDE.md (project-only; Claude Code inherits root)"
|
||||
}
|
||||
|
||||
# ── AGENTS.md (Crush, Pi, Antigravity) ──────────────────────
|
||||
# These tools read AGENTS.md from cwd but don't walk up.
|
||||
# Concatenate root + project.
|
||||
generate_agents() {
|
||||
{ root_block; cat "$PROJECT_FILE"; } > AGENTS.md
|
||||
echo " → AGENTS.md (root + project; Crush, Pi, Antigravity)"
|
||||
}
|
||||
|
||||
# ── Cursor ───────────────────────────────────────────────────
|
||||
generate_cursor() {
|
||||
{
|
||||
echo "# Cursor rules — auto-generated"
|
||||
echo "# Do not edit. Run: task context:sync"
|
||||
echo ""
|
||||
root_block
|
||||
cat "$PROJECT_FILE"
|
||||
} > .cursorrules
|
||||
echo " → .cursorrules (root + project)"
|
||||
}
|
||||
|
||||
# ── Aider ────────────────────────────────────────────────────
|
||||
generate_aider() {
|
||||
{ root_block; cat "$PROJECT_FILE"; } > .aider.conventions.md
|
||||
if [ ! -f .aider.conf.yml ]; then
|
||||
cat > .aider.conf.yml << 'YAML'
|
||||
read: .aider.conventions.md
|
||||
auto-commits: false
|
||||
YAML
|
||||
fi
|
||||
echo " → .aider.conventions.md (root + project)"
|
||||
}
|
||||
|
||||
# ── Generic system prompt (Open WebUI, Mods, etc.) ──────────
|
||||
generate_system_prompt() {
|
||||
{
|
||||
echo "You are a coding assistant working on a specific project."
|
||||
echo "Follow all conventions from both the root agent context and project context."
|
||||
echo ""
|
||||
echo "---"
|
||||
echo ""
|
||||
root_block
|
||||
cat "$PROJECT_FILE"
|
||||
echo ""
|
||||
echo "---"
|
||||
} > .context/system-prompt.txt
|
||||
echo " → .context/system-prompt.txt (root + project)"
|
||||
}
|
||||
|
||||
# ── MCP config ───────────────────────────────────────────────
|
||||
generate_mcp() {
|
||||
# Ensure baseline file exists with project-specific knowledge server
|
||||
if [ ! -f .context/mcp.json ]; then
|
||||
cat > .context/mcp.json << 'JSON'
|
||||
{
|
||||
"mcpServers": {
|
||||
"knowledge": {
|
||||
"url": "http://localhost:3100/mcp",
|
||||
"description": "Project knowledge base — vector + graph retrieval"
|
||||
}
|
||||
}
|
||||
}
|
||||
JSON
|
||||
fi
|
||||
|
||||
# Merge root mcp-servers.json if found alongside root AGENT.md
|
||||
local root_mcp=""
|
||||
if [ -n "$ROOT_CONTEXT" ] && [ -f "$ROOT_CONTEXT" ]; then
|
||||
local candidate
|
||||
candidate="$(dirname "$ROOT_CONTEXT")/mcp-servers.json"
|
||||
[ -f "$candidate" ] && root_mcp="$candidate"
|
||||
fi
|
||||
|
||||
if [ -z "$root_mcp" ]; then
|
||||
echo " → .context/mcp.json (exists, no root mcp-servers.json found)"
|
||||
return
|
||||
fi
|
||||
|
||||
# Root servers take precedence over project entries on key conflict
|
||||
local root_servers count updated
|
||||
root_servers=$(jq '.servers' "$root_mcp")
|
||||
count=$(printf '%s' "$root_servers" | jq 'keys | length')
|
||||
updated=$(jq --argjson root "$root_servers" \
|
||||
'.mcpServers = (.mcpServers + $root)' \
|
||||
.context/mcp.json)
|
||||
printf '%s\n' "$updated" > .context/mcp.json
|
||||
echo " → .context/mcp.json (merged $count root servers)"
|
||||
}
|
||||
|
||||
echo "Syncing project context from $PROJECT_FILE..."
|
||||
|
||||
if [ ${#ADAPTERS[@]} -eq 0 ]; then
|
||||
generate_claude
|
||||
generate_agents
|
||||
generate_cursor
|
||||
generate_aider
|
||||
generate_system_prompt
|
||||
generate_mcp
|
||||
else
|
||||
for adapter in "${ADAPTERS[@]}"; do
|
||||
case "$adapter" in
|
||||
claude) generate_claude ;;
|
||||
agents) generate_agents ;;
|
||||
cursor) generate_cursor ;;
|
||||
aider) generate_aider ;;
|
||||
prompt|system|openwebui|owui|generic) generate_system_prompt ;;
|
||||
mcp) generate_mcp ;;
|
||||
*) echo "Unknown adapter: $adapter" >&2; exit 1 ;;
|
||||
esac
|
||||
done
|
||||
fi
|
||||
|
||||
echo "Done."
|
||||
Reference in New Issue
Block a user