Hermes Continuation

hermes-continuation is a small Hermes-native sidecar/plugin wrapper for creating structured handoff packets during long-running agent work — and from v0.3.0, it can also proactively remind you when a handoff is overdue.

The current feature set: doctor recommends, prepare previews, watch performs one-shot read-only advisory checks, create writes a local Markdown + JSON handoff packet, and resume reads it for a fresh session. Auto-trigger (v0.3.0) optionally pushes handoff reminders to Feishu via Gateway wrapper and/or cron jobs. The plugin on_turn_complete hook can also return a restart recommendation plus a pasteable handoff draft based on conversation length, elapsed time, tool-call count, and task execution completeness. It does not modify Hermes core, auto-restart sessions, parse full Hermes transcripts, launch new agents, sync to cloud, provide a dashboard, or run a daemon.

Usage guides

Additional reference docs:

What it creates

Each handoff contains:

the current goal
repository path, branch, commit, and changed files
completed work, active work, blockers, and do-not-touch boundaries
verified / failing / not-run gates
redaction status
a copy-paste resume prompt for a fresh Hermes session

Default output location:

.hermes/handoffs/<timestamp>-handoff.md
.hermes/handoffs/<timestamp>-handoff.json

These runtime handoff packets are local artifacts and should not be committed.

Install

From this repository, install into your active Python environment for CLI use:

python -m pip install -e .

For Hermes plugin use, install the package into the same Python interpreter that runs Hermes, then enable the hermes-continuation entry-point plugin and restart Hermes so plugin discovery refreshes.

CLI quick start

create requires both --goal and --next:

hermes-handoff create \
  --repo . \
  --goal "Finish dashboard QA" \
  --completed "Updated health-card copy" \
  --verified "pytest -q passed" \
  --not-run "browser smoke test" \
  --do-not-touch "billing migrations" \
  --next "Run build and browser smoke test"

Resume later from the generated JSON:

hermes-handoff resume .hermes/handoffs/<timestamp>-handoff.json

Optional automatic task-state collection is explicit opt-in only:

hermes-handoff create --repo . --goal "Finish QA" --next "Run browser smoke" --auto-task-state

--auto-task-state conservatively reads repo-local Markdown docs (PROGRESS.md, README.md, and direct docs/*.md) and skips generated/runtime directories. Manual values are preserved, and manual --next remains authoritative.

Read-only advisory and preview commands are available before writing a packet:

hermes-handoff doctor --repo . --goal "Finish QA" --next "Run browser smoke"
hermes-handoff prepare --repo . --goal "Finish QA" --next "Run browser smoke"

One-shot advisory watch is also available from the CLI:

hermes-handoff watch \
  --repo . \
  --goal "Finish QA" \
  --next "Run browser smoke" \
  --tool-calls 8 \
  --elapsed-minutes 45 \
  --dirty-threshold 1 \
  --explicit-request

hermes-handoff watch observes local signals once, prints advice or a prepare preview, and exits. It is read-only/advisory: it never writes .hermes/handoffs/, never calls hidden create, and does not start a daemon by default. Supported watch flags include --goal, --next, --tool-calls, --elapsed-minutes, --dirty-threshold, --explicit-request, and --json. Missing goal or next degrades to advise; block suppresses secret values and safe create commands.

Plain-language boundary: doctor recommends whether a handoff is useful; prepare builds a read-only preview and may show a safe hermes-handoff create ... command; create writes .hermes/handoffs/ packet files; watch observes/advises/previews through existing doctor/prepare helpers. If safety blockers are found, the level is block, secret values are suppressed, and no create command is shown. To write a packet after a preview, the user must explicitly run the shown create command or invoke create through the plugin.

Auto-watch (v0.3.0)

Instead of remembering to run /handoff watch yourself, Hermes can check automatically and notify you via Feishu when a handoff is overdue:

⚠️ 有一個開發中的專案建議交接
已開發約 45 分鐘，使用 80+ 次工具，12 個檔案有變更
→ 回對話中輸入 /handoff prepare 來預覽交接內容

Gateway runtimes that expose on_turn_complete can call the plugin hook after each assistant response. The hook returns None while the session is still short, or a structured advisory payload when risk is high:

level: advise or recommend
restart_recommended: true only when a fresh conversation should be suggested
handoff_prompt: pasteable Markdown draft for the next session
metrics: conversation message_count, tool_call_count, and elapsed_minutes
task_execution: optional completion percent plus pending/failing/not-run work counts

This hook remains advisory. It never restarts the session and never writes packet files; wrappers should ask the user to run /handoff prepare before creating a packet or opening a new conversation.

Three trigger modes

Mode	How it works	Best for
Gateway Wrapper	After every Hermes response, call `evaluate_and_log()` for count-only notifications, or the plugin `on_turn_complete` hook for restart/handoff advice	Active conversations
Cron Jobs	Scan configured repos every 30 min	When you're away
Manual `/handoff watch`	You run it yourself	Any time

Quick config

plugins:
  config:
    hermes-continuation:
      auto_watch:
        enabled: true
        tool_calls_threshold: 5      # notify when ≥5 tool calls
        elapsed_minutes_threshold: 30  # notify when ≥30 min
        cooldown_minutes: 20           # don't spam — wait 20 min between pings
        notify_levels: ["advise", "prepare", "block"]
      watch_repos:                     # cron mode: repos to scan
        - /home/zycas/hermes-continuation

One-click off switch: set enabled: false to silence all auto-triggers instantly — no downgrade needed. All auto-triggers are read-only, never write packets, and never include repo names or file paths in notifications.

Config file locations

Auto-watch supports two config sources depending on how you run it:

Environment	Config path	Format
Hermes plugin	`~/.hermes/config.yaml` — under `plugins.config.hermes-continuation.auto_watch`	YAML
Standalone (cron / CLI-only)	`~/.hermes/hermes-continuation/auto_watch.json`	JSON or TOML

The standalone JSON config uses the same keys without the YAML nesting:

{
  "enabled": true,
  "tool_calls": 5,
  "elapsed": 30,
  "cooldown": 20,
  "notify_levels": ["advise", "prepare", "block"]
}

Override either path with HERMES_CONTINUATION_AUTO_WATCH_CONFIG=/path/to/config.{json,toml}.

Hermes plugin quick start

The package exposes this entry point:

[project.entry-points."hermes_agent.plugins"]
hermes-continuation = "hermes_continuation.plugin"

Enable it through Hermes' normal plugin-management flow, or configure:

plugins:
  enabled:
    - hermes-continuation
  disabled: []

After restarting Hermes, builds with plugin slash-command support may expose:

/handoff help
/handoff prepare {"repo_path":".","goal":"Finish dashboard QA","next_task":"Run build and browser smoke","auto_task_state":true}
/handoff prepare repo_path=. goal="Finish dashboard QA" next_task="Run build and browser smoke" auto_task_state=true
/handoff create {"repo_path":".","goal":"Finish dashboard QA","next_task":"Run build and browser smoke","auto_task_state":true}
/handoff create repo_path=. goal="Finish dashboard QA" next_task="Run build and browser smoke" auto_task_state=true
/handoff {"repo_path":".","goal":"Finish dashboard QA","next_task":"Run build and browser smoke"}
/handoff resume .hermes/handoffs/<timestamp>-handoff.json

The plugin also registers five tools: hermes_handoff_prepare, hermes_handoff_watch, hermes_handoff_create, hermes_handoff_resume, and hermes_handoff_doctor. Plugin prepare and watch are read-only and have no required fields; plugin create requires goal and next_task. On compatible runtimes, /handoff prepare ... and /handoff watch ... expose the same behavior through optional slash commands.

Safety boundaries

Do not put raw secrets in goals, task notes, verification notes, or handoff files.
Common token/API-key/password-like values are redacted to [REDACTED].
Private-key blocks fail closed instead of writing a handoff.
doctor and prepare are read-only; they never write .hermes/handoffs/ packet files.
watch is a one-shot read-only CLI advisory; it never writes .hermes/handoffs/, never invokes hidden create behavior, and does not run as a daemon by default.
prepare may show a safe create command, but the user must explicitly run create before any packet is written.
Safety blockers return block, suppress safe create commands, and do not print secret values.
No full Hermes transcript parsing is performed.
Auto task-state collection is opt-in and limited to conservative repo-local Markdown files.
Auto-watch notifications never include repo names, file paths, or content (v0.3.0).
Auto-watch can be disabled instantly via auto_watch.enabled: false (v0.3.0).
Generated/runtime artifacts such as .hermes/handoffs/, graphify-out/, _knowledge_base/, .pytest_cache/, __pycache__/, and *.egg-info should not be committed.

Verification

Common checks before publishing changes:

python -m pytest -q
python -m pytest -q tests/test_hermes_runtime_plugin_smoke.py
python -m hermes_continuation.cli --help
SMOKE_REPO="$(mktemp -d)"
git -C "$SMOKE_REPO" init
python -m hermes_continuation.cli create \
  --repo "$SMOKE_REPO" \
  --goal "Smoke test" \
  --next "Inspect output"
SMOKE_JSON="$(find "$SMOKE_REPO/.hermes/handoffs" -name '*-handoff.json' | sort | tail -n 1)"
python -m hermes_continuation.cli resume "$SMOKE_JSON" >/dev/null
git diff --check

Runtime smoke compatibility notes:

The runtime smoke test is portable and may be skipped when a local Hermes runtime checkout/interpreter is unavailable.
Default local fallback paths are:
- source: /home/zycas/.hermes/hermes-agent
- python: /home/zycas/.hermes/hermes-agent/venv/bin/python3
Override these for your machine or CI-like local checks:

HERMES_AGENT_SOURCE="/path/to/hermes-agent" \
HERMES_AGENT_PYTHON="/path/to/hermes-agent/venv/bin/python3" \
python -m pytest -q tests/test_hermes_runtime_plugin_smoke.py

For complete operational guidance, troubleshooting, and contribution checklist, see the full usage guide in your preferred language.

Name		Name	Last commit message	Last commit date
Latest commit History 37 Commits
.github/workflows		.github/workflows
docs		docs
src/hermes_continuation		src/hermes_continuation
tests		tests
.gitignore		.gitignore
CHANGELOG.md		CHANGELOG.md
LICENSE		LICENSE
PROGRESS.md		PROGRESS.md
PROJECT_OVERVIEW.md		PROJECT_OVERVIEW.md
README.md		README.md
pyproject.toml		pyproject.toml

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Hermes Continuation

Usage guides

What it creates

Install

CLI quick start

Auto-watch (v0.3.0)

Three trigger modes

Quick config

Config file locations

Hermes plugin quick start

Safety boundaries

Verification

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Hermes Continuation

Usage guides

What it creates

Install

CLI quick start

Auto-watch (v0.3.0)

Three trigger modes

Quick config

Config file locations

Hermes plugin quick start

Safety boundaries

Verification

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