Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/proticom/gnosys/discovergit clone --depth 1 https://github.com/proticom/gnosysWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.00591 |
| Opus 5 | $0.00000 | $0.00296 |
| Sonnet 5 | $0.00000 | $0.00118 |
| Haiku 4.5 | $0.00000 | $0.00059 |
Grade A, and why
discover scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.
gnosys discover
Discover relevant memories by keyword.
Usage
gnosys discover "auth tokens"
gnosys discover "auth tokens" --federated
gnosys discover "auth tokens" --scope project,user --directory /path/to/project
gnosys discover "auth tokens" --json --id-format raw
Options
| Option | Description |
|---|---|
-n, --limit <number> |
Max results (default 20) |
--json |
Output results as JSON |
--federated |
Tier-boosted cross-scope discovery (project > user > global) |
--scope <scope> |
Filter scopes: project, user, global (comma-separated) |
-d, --directory <dir> |
Project directory for context detection |
--id-format <format> |
ID display: short, long, or raw (default short) |
Default path (FTS)
When neither --federated nor --scope is set:
- Opens the central DB (
~/.gnosys/gnosys.db). - Runs
discoverFtsagainst the query. - Formats results with project name lookup and
formatMemoryIdHyperlink.
If the central DB is unavailable:
Central DB not available. Run 'gnosys init' first.
No results:
No memories found for "<query>". Try gnosys search for full-text.
Federated / scope path
When --federated or --scope is set:
- Opens central DB; exits if unavailable (
Central DB not available.). - Detects current project via
--directorywhen provided. - Parses comma-separated
--scopevalues. - Calls
federatedDiscoverwith limit, project ID, and scope filter.
Human output lists title, category, optional project name, scope, and score. Empty results:
No memories found for "<query>".
JSON output
With --json:
- Federated:
{ query, projectId, count, results } - Default FTS:
{ query, count, results }or{ query, results: [] }when empty
Platform notes
- Default FTS requires a initialized central DB (
gnosys init). - Federated discovery uses the same central DB; scope filtering respects project/user/global tiers.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 83 lines · 0 tokens per session scan A 4500c5a35594
discover is a command published in the GitHub repository proticom/gnosys (4 stars, last pushed 16d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 591 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other commands, from other repositories
init-project
Configure this project for Obsidian PKM — connects the repo to a vault project folder and writes CLAUDE.md integration directives.
setup
Configure Vault PKM plugin — set vault path, API keys, and verify setup.
setup-pm-skills
Onboard a new user — find out what they do, recommend the right bundles & top skills, and set up a project CONTEXT.md so every skill is tailored to them.
statusbar-style
Switch the status-bar style (classic / capsule / hairline).
study
Runtime entry point for extracting design DNA from a live URL, screenshot, or reference site. Part of the Discovery lifecycle phase.
competitive-landscape
Map the competitive landscape for a market or company.