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Generate and maintain compressed context summaries of the project. Used by agents to load minimal context instead of reading full files. Saves tokens and reduces latency.
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基于 SOC 职业分类
| name | context-compress |
| description | Generate and maintain compressed context summaries of the project. Used by agents to load minimal context instead of reading full files. Saves tokens and reduces latency. |
| allowed-tools | Read, Write, Glob, Grep, Bash |
Generate compact summaries of the project's key files so agents can load minimal context instead of reading entire files.
tasuki learn runs/context-compressCreates .tasuki/config/context-summary.md with compressed representations of:
Read all model files, extract: table names, columns, relationships, indexes. Output a compact table, not full source code.
## Schema
| Table | Key Columns | Relationships | Indexes |
|-------|-------------|---------------|---------|
| users | id, email, name, role, tenant_id, deleted_at | has_many: orders, posts | email(unique), tenant_id |
| orders | id, user_id, status, total, created_at | belongs_to: user | user_id, status, created_at |
Read all router/controller files, extract: method, path, auth, description.
## API Endpoints
| Method | Path | Auth | Description |
|--------|------|------|-------------|
| GET | /health | none | Health check |
| POST | /auth/login | none | Login, returns JWT |
| GET | /api/users | jwt | List users (paginated) |
| POST | /api/orders | jwt+role:admin | Create order |
Read pages/components, extract: route, purpose, key props.
## Frontend Routes
| Route | Component | Data Source | States |
|-------|-----------|-------------|--------|
| / | HomePage | server load | loading, error |
| /dashboard | Dashboard | client fetch | loading, error, empty |
| /orders/:id | OrderDetail | server load | loading, error, 404 |
## Infrastructure
- Docker services: api (8000), db (5432), redis (6379)
- CI/CD: GitHub Actions (lint → test → build → deploy)
- Deploy target: docker compose
- Env vars: 12 required (see .env.example)
## Dependencies
- Backend: fastapi, sqlalchemy, alembic, pyjwt, httpx (7 total)
- Frontend: svelte, sveltekit, tailwindcss (12 total)
- Dev: pytest, ruff, vitest (5 total)
Write to .tasuki/config/context-summary.md:
# Project Context — {{PROJECT_NAME}}
Last updated: {date}
{all sections above}
Instead of reading 15 files to understand the project, agents read ONE file:
.tasuki/config/context-summary.md # ~50 lines vs ~500 lines of source
This is especially useful for:
Create a database migration using the project's migration tool.
Check health and status of all project services — containers, API, frontend, database, migrations.
Create a hotfix branch, apply the fix, run tests, and prepare for merge.
Write structured memory notes to the knowledge graph. Every agent uses this to record bugs, lessons, heuristics, and decisions as individual nodes with [[wikilinks]] to create a navigable graph. Two memory types -- heuristic (permanent rules) and episodic (specific events).
Switch execution mode (fast, standard, serious) or let auto-detection decide.
Scan a codebase, detect the stack, and auto-generate a complete .tasuki/ configuration with agents, rules, hooks, skills, and TASUKI.md.