Reusable knowledge for research sprints.

Instead of starting every sprint from scratch, pull in battle-tested constraint sets, risk patterns, and decision templates. Grab a starter pack in one command:

npx @grainulation/silo pull compliance --into ./claims.json

Install

npm install -g @grainulation/silo

Built-in packs

24 knowledge packs with 268 curated claims. Run silo packs for the current list with descriptions. The core domain packs:

Pack	Claims	What's inside
api-design	13	REST conventions, versioning, pagination, error formats, GraphQL tradeoffs
architecture	12	Monolith vs micro, build vs buy, SQL vs NoSQL decision claims
ci-cd	12	CI/CD pipeline patterns, caching, rollback strategies
compliance	14	HIPAA, SOC 2, GDPR constraint sets with regulatory citations
data-engineering	12	ETL patterns, data quality, warehouse design
frontend	12	Frontend architecture, performance, accessibility patterns
migration	10	Database/cloud/framework migration risks and patterns
observability	12	Logging, metrics, tracing, alerting patterns
security	12	Security constraints, threat models, authentication patterns
team-process	12	Team workflow, code review, incident response patterns
testing	10	Testing strategies, coverage, test architecture

Also includes: adr, architecture-decision, coverage-ramp, incident-postmortem, qa-simulation, vendor-eval, 5 hackathon packs. The full list is silo packs.

Quick start

# See available packs
silo packs

# Pull compliance constraints into your sprint
silo pull compliance --into ./claims.json

# Pull only GDPR constraints
silo pull compliance --into ./claims.json --type constraint

# Search across stored claims
silo search "encryption at rest"

# Store your sprint's findings for reuse
silo store "q4-migration-findings" --from ./claims.json

# List everything in your silo
silo list

CLI

Command	Description
silo list	List all stored collections
silo pull <pack> --into <file>	Pull claims into a claims file
silo store <name> --from <file>	Store claims from a sprint
silo search <query>	Full-text search across claims
silo packs	List available knowledge packs
silo publish <name> --collections <ids>	Bundle collections into a pack
silo install <file>	Install a pack from a JSON file
`silo fetch [--mode auto	concise
`silo cache stats	clear

Testing

npm test             # unit + extraction tests (no network)
npm run test:live    # includes live regression fixtures (FETCH_LIVE=1)

How it works

Silo uses your filesystem for storage (~/.silo by default). No database, no network calls, no accounts.

When you pull, Silo re-prefixes claim IDs to avoid collisions, deduplicates against existing claims, and merges into your claims.json.

When you store, Silo hashes the content for versioning, saves to ~/.silo/claims/, and updates the search index.

Programmatic API

const { Store } = require("@grainulation/silo/lib/store");
const { Search } = require("@grainulation/silo/lib/search");
const { ImportExport } = require("@grainulation/silo/lib/import-export");

const store = new Store().init();
const search = new Search(store);
const io = new ImportExport(store);

const results = search.query("encryption", { type: "constraint" });
io.pull("compliance", "./claims.json");
io.push("./claims.json", "my-sprint-findings");

Zero third-party dependencies

Depends only on @grainulation/barn (internal ecosystem utilities); no third-party runtime deps. Node built-ins otherwise. Filesystem-based storage. Works offline.

Part of the grainulation ecosystem

Tool	Role
wheat	Research engine -- grow structured evidence
farmer	Permission dashboard -- approve AI actions in real time
barn	Shared tools -- templates, validators, sprint detection
mill	Format conversion -- export to PDF, CSV, slides, 26 formats
silo	Knowledge storage -- reusable claim libraries and packs
harvest	Analytics -- cross-sprint patterns and prediction scoring
orchard	Orchestration -- multi-sprint coordination and dependencies
grainulation	Unified CLI -- single entry point to the ecosystem

Releases

See CHANGELOG.md for release history.

License

MIT