mirror of
https://github.com/NousResearch/hermes-agent.git
synced 2026-04-30 01:41:43 +00:00
docs: exclude per-skill pages from search, add curator feature page (#17563)
Skill catalog pages (bundled/optional) were drowning out real user-guide and reference docs in search results. There are ~3100 of them and they match on almost every generic term. - Add `ignoreFiles` regexes to docusaurus-search-local for `user-guide/skills/bundled/` and `user-guide/skills/optional/`. The two human-written catalog indexes (`reference/skills-catalog`, `reference/optional-skills-catalog`) remain indexed. - Add a new feature page `user-guide/features/curator.md` covering the curator subsystem merged in #16049 and refined in #17307 (per-run reports): how it runs, config, CLI (`hermes curator status/run/pin/ restore/...`), `.usage.json` telemetry, archival semantics, and recovery. Slotted into the Core features sidebar next to Skills. Search index size dropped from 5822 docs to 2704 in the main section; `user-guide/features/curator` is indexed.
This commit is contained in:
parent
430302c197
commit
b01656d116
3 changed files with 165 additions and 0 deletions
151
website/docs/user-guide/features/curator.md
Normal file
151
website/docs/user-guide/features/curator.md
Normal file
|
|
@ -0,0 +1,151 @@
|
|||
---
|
||||
sidebar_position: 3
|
||||
title: "Curator"
|
||||
description: "Background maintenance for agent-created skills — usage tracking, staleness, archival, and LLM-driven review"
|
||||
---
|
||||
|
||||
# Curator
|
||||
|
||||
The curator is a background maintenance pass for **agent-created skills**. It tracks how often each skill is viewed, used, and patched, moves long-unused skills through `active → stale → archived` states, and periodically spawns a short auxiliary-model review that proposes consolidations or patches drift.
|
||||
|
||||
It exists so that skills created via the [self-improvement loop](/docs/user-guide/features/skills#agent-managed-skills-skill_manage-tool) don't pile up forever. Every time the agent solves a novel problem and saves a skill, that skill lands in `~/.hermes/skills/`. Without maintenance, you end up with dozens of narrow near-duplicates that pollute the catalog and waste tokens.
|
||||
|
||||
The curator **never touches** bundled skills (shipped with the repo) or hub-installed skills (from [agentskills.io](https://agentskills.io)). It only reviews skills the agent itself authored. It also **never auto-deletes** — the worst outcome is archival into `~/.hermes/skills/.archive/`, which is recoverable.
|
||||
|
||||
Tracks [issue #7816](https://github.com/NousResearch/hermes-agent/issues/7816).
|
||||
|
||||
## How it runs
|
||||
|
||||
The curator is triggered by an inactivity check, not a cron daemon. On CLI session start, and on a recurring tick inside the gateway's cron-ticker thread, Hermes checks whether:
|
||||
|
||||
1. Enough time has passed since the last curator run (`interval_hours`, default **7 days**), and
|
||||
2. The agent has been idle long enough (`min_idle_hours`, default **2 hours**).
|
||||
|
||||
If both are true, it spawns a background fork of `AIAgent` — the same pattern used by the memory/skill self-improvement nudges. The fork runs in its own prompt cache and never touches the active conversation.
|
||||
|
||||
A run has two phases:
|
||||
|
||||
1. **Automatic transitions** (deterministic, no LLM). Skills unused for `stale_after_days` (30) become `stale`; skills unused for `archive_after_days` (90) are moved to `~/.hermes/skills/.archive/`.
|
||||
2. **LLM review** (single aux-model pass, `max_iterations=8`). The forked agent surveys the agent-created skills, can read any of them with `skill_view`, and decides per-skill whether to keep, patch (via `skill_manage`), consolidate overlapping ones, or archive via the terminal tool.
|
||||
|
||||
Pinned skills bypass all auto-transitions and the LLM is instructed not to touch them.
|
||||
|
||||
## Configuration
|
||||
|
||||
All settings live in `config.yaml` under `curator:` (not `.env` — this isn't a secret). Defaults:
|
||||
|
||||
```yaml
|
||||
curator:
|
||||
enabled: true
|
||||
interval_hours: 168 # 7 days
|
||||
min_idle_hours: 2
|
||||
stale_after_days: 30
|
||||
archive_after_days: 90
|
||||
auxiliary:
|
||||
provider: null # null = use main auxiliary client resolution
|
||||
model: null
|
||||
```
|
||||
|
||||
To disable entirely, set `curator.enabled: false`.
|
||||
|
||||
To use a cheaper aux model for the LLM review pass instead of your main model, set `curator.auxiliary.provider` and `curator.auxiliary.model` to something specific (e.g. `openrouter` + `google/gemini-3-flash-preview`).
|
||||
|
||||
## CLI
|
||||
|
||||
```bash
|
||||
hermes curator status # last run, counts, pinned list, LRU top 5
|
||||
hermes curator run # trigger a review now (background by default)
|
||||
hermes curator run --sync # same, but block until the LLM pass finishes
|
||||
hermes curator pause # stop runs until resumed
|
||||
hermes curator resume
|
||||
hermes curator pin <skill> # never auto-transition this skill
|
||||
hermes curator unpin <skill>
|
||||
hermes curator restore <skill> # move an archived skill back to active
|
||||
```
|
||||
|
||||
`hermes curator status` also lists the five least-recently-used skills — a quick way to see what's likely to become stale next.
|
||||
|
||||
The same subcommands are available as the `/curator` slash command inside a running session (CLI or gateway platforms).
|
||||
|
||||
## What "agent-created" means
|
||||
|
||||
A skill is considered agent-created if its name is **not** in:
|
||||
|
||||
- `~/.hermes/skills/.bundled_manifest` (skills copied from the repo on install), and
|
||||
- `~/.hermes/skills/.hub/lock.json` (skills installed via `hermes skills install`).
|
||||
|
||||
Everything else in `~/.hermes/skills/` is fair game for the curator. This includes:
|
||||
|
||||
- Skills the agent saved via `skill_manage(action="create")` during a conversation.
|
||||
- Skills you created manually with a hand-written `SKILL.md`.
|
||||
- Skills added via external skill directories you've pointed Hermes at.
|
||||
|
||||
If you want to protect a specific skill from ever being touched — for example a hand-authored skill you rely on — use `hermes curator pin <name>`. The pin is a hard guarantee enforced at the shared mutation helper; no code path that would archive, consolidate, or state-transition a skill can bypass it.
|
||||
|
||||
## Usage telemetry
|
||||
|
||||
The curator maintains a sidecar at `~/.hermes/skills/.usage.json` with one entry per skill:
|
||||
|
||||
```json
|
||||
{
|
||||
"my-skill": {
|
||||
"use_count": 12,
|
||||
"view_count": 34,
|
||||
"last_used_at": "2026-04-24T18:12:03Z",
|
||||
"last_viewed_at": "2026-04-23T09:44:17Z",
|
||||
"patch_count": 3,
|
||||
"last_patched_at": "2026-04-20T22:01:55Z",
|
||||
"created_at": "2026-03-01T14:20:00Z",
|
||||
"state": "active",
|
||||
"pinned": false,
|
||||
"archived_at": null
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
Counters increment when:
|
||||
|
||||
- `view_count`: the agent calls `skill_view` on the skill.
|
||||
- `use_count`: the skill is loaded into a conversation's prompt.
|
||||
- `patch_count`: `skill_manage patch/edit/write_file/remove_file` runs on the skill.
|
||||
|
||||
Bundled and hub-installed skills are explicitly excluded from telemetry writes.
|
||||
|
||||
## Per-run reports
|
||||
|
||||
Every curator run writes a timestamped directory under `~/.hermes/logs/curator/`:
|
||||
|
||||
```
|
||||
~/.hermes/logs/curator/
|
||||
└── 20260429-111512/
|
||||
├── run.json # machine-readable: full fidelity, stats, LLM output
|
||||
└── REPORT.md # human-readable summary
|
||||
```
|
||||
|
||||
`REPORT.md` is a quick way to see what a given run did — which skills transitioned, what the LLM reviewer said, which skills it patched. Good for auditing without having to grep `agent.log`.
|
||||
|
||||
## Restoring an archived skill
|
||||
|
||||
If the curator archived something you still want:
|
||||
|
||||
```bash
|
||||
hermes curator restore <skill-name>
|
||||
```
|
||||
|
||||
This moves the skill back from `~/.hermes/skills/.archive/` to the active tree and resets its state to `active`. The restore refuses if a bundled or hub-installed skill has since been installed under the same name (would shadow upstream).
|
||||
|
||||
## Disabling per environment
|
||||
|
||||
The curator is on by default. To turn it off:
|
||||
|
||||
- **For one profile only:** edit `~/.hermes/config.yaml` (or the active profile's config) and set `curator.enabled: false`.
|
||||
- **For just one run:** `hermes curator pause` — the pause persists across sessions; use `resume` to re-enable.
|
||||
|
||||
The curator also refuses to run if `min_idle_hours` hasn't elapsed, so on an active dev machine it naturally only runs during quiet stretches.
|
||||
|
||||
## See also
|
||||
|
||||
- [Skills System](/docs/user-guide/features/skills) — how skills work in general and the self-improvement loop that creates them
|
||||
- [Memory](/docs/user-guide/features/memory) — a parallel background review that maintains long-term memory
|
||||
- [Bundled Skills Catalog](/docs/reference/skills-catalog)
|
||||
- [Issue #7816](https://github.com/NousResearch/hermes-agent/issues/7816) — original proposal and design discussion
|
||||
Loading…
Add table
Add a link
Reference in a new issue