add skills

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김경종
2026-05-28 10:17:41 +09:00
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---
name: hermes-history-ingest
description: >
Ingest Hermes agent history into the Obsidian wiki. Use this skill when the user wants to mine
their past Hermes sessions for knowledge, import their ~/.hermes folder, extract insights from
previous Hermes conversations, or says things like "process my Hermes history", "add my Hermes
memories to the wiki", "ingest ~/.hermes", or "what have I worked on in Hermes". Also triggers
when the user mentions Hermes memories, Hermes sessions, ~/.hermes/memories, or Hermes skill logs.
---
# Hermes History Ingest — Conversation & Memory Mining
You are extracting knowledge from the user's Hermes agent history and distilling it into the Obsidian wiki. Hermes stores both free-form memories and structured session transcripts — focus on durable knowledge, not operational telemetry.
This skill can be invoked directly or via the `wiki-history-ingest` router (`/wiki-history-ingest hermes`).
## Before You Start
1. **Resolve config** — follow the Config Resolution Protocol in `llm-wiki/SKILL.md` (walk up CWD for `.env``~/.obsidian-wiki/config` → prompt setup). This gives `OBSIDIAN_VAULT_PATH` and `HERMES_HISTORY_PATH` (defaults to `~/.hermes`)
2. Read `.manifest.json` at the vault root to check what has already been ingested
3. Read `index.md` at the vault root to understand what the wiki already contains
## Ingest Modes
### Append Mode (default)
Check `.manifest.json` for each source file. Only process:
- Files not in the manifest (new memory files, new session logs)
- Files whose modification time is newer than `ingested_at` in the manifest
Use this mode for regular syncs.
### Full Mode
Process everything regardless of manifest. Use after `wiki-rebuild` or if the user explicitly asks for a full re-ingest.
## Hermes Data Layout
Hermes stores all local artifacts under `~/.hermes/` (or `$HERMES_HOME` for non-default profiles).
```
~/.hermes/
├── memories/ # Persistent agent memories (markdown or JSON)
│ └── *.md / *.json
├── skills/ # Installed skills (read-only for ingest purposes)
│ └── <skill-name>/SKILL.md
├── sessions/ # Session transcripts (if session logging is enabled)
│ └── YYYY-MM-DD/
│ └── <session-id>.jsonl
├── config.yaml # User config (model, theme, paths)
└── .hub/ # Skills Hub state (lock.json, audit.log, quarantine/)
```
### Key data sources ranked by value
1. `memories/*.md` / `memories/*.json` — highest signal; curated persistent knowledge the agent accumulated
2. `sessions/**/*.jsonl` — structured turn-by-turn transcripts; rich but noisy
3. `config.yaml` — metadata only (model preferences, paths); rarely worth ingesting
Skip `.hub/` internals (audit/quarantine state) and the `skills/` directory (source material, not user knowledge).
## Step 1: Survey and Compute Delta
Scan `HERMES_HISTORY_PATH` and compare against `.manifest.json`:
- `~/.hermes/memories/`
- `~/.hermes/sessions/**/` (if present)
Classify each file:
- **New** — not in manifest
- **Modified** — in manifest but file is newer than `ingested_at`
- **Unchanged** — already ingested and unchanged
Report a concise delta summary before deep parsing.
## Step 2: Parse Memories First
Memories are the highest-value source. Hermes writes them as either:
- **Markdown** — structured prose with optional frontmatter; ingest directly
- **JSON** — `{"content": "...", "created_at": "...", "tags": [...]}` records
For each memory:
- Extract the core knowledge claim
- Note any tags Hermes attached (they often map to wiki categories)
- Merge into the appropriate wiki page rather than creating one memory = one page
## Step 3: Parse Session JSONL Safely
Each session JSONL line is an event envelope. Common shapes:
```json
{"role": "user", "content": "..."}
{"role": "assistant", "content": "..."}
{"type": "tool_use", "name": "...", "input": {...}}
{"type": "tool_result", "content": "..."}
```
### Extraction rules
- Prioritize assistant responses that state conclusions, patterns, or decisions
- Extract user intent from high-signal turns; skip low-information follow-ups
- Treat `tool_use` / `tool_result` pairs as context, not primary content
- Skip token accounting, internal plumbing, and repeated plan echoes
### Critical privacy filter
Session logs can include injected instructions, tool payloads, and sensitive text. Do not ingest verbatim.
- Remove API keys, tokens, passwords, credentials
- Redact private identifiers unless relevant and user-approved
- Summarize; do not quote raw transcripts verbatim
## Step 4: Cluster by Topic
Do not create one wiki page per memory or session.
- Group memories by stable topic (concept, tool, project, technique)
- Split mixed sessions into separate themes
- Merge recurring patterns across dates and projects
- Use file paths or session `cwd` metadata to infer project scope when available
## Step 5: Distill into Wiki Pages
Route extracted knowledge using existing wiki conventions:
- Project-specific architecture/process → `projects/<name>/...`
- General concepts → `concepts/`
- Recurring techniques/debug playbooks → `skills/`
- Tools/services/frameworks → `entities/`
- Cross-session patterns → `synthesis/`
For each impacted project, create/update `projects/<name>/<name>.md`.
### Writing rules
- Distill knowledge, not chronology
- Avoid "on date X we discussed..." unless date context is essential
- Add `summary:` frontmatter on each new/updated page (12 sentences, ≤ 200 chars)
- Add confidence and lifecycle fields to every new page:
```yaml
base_confidence: 0.42
lifecycle: draft
lifecycle_changed: <ISO date today>
```
Leave `lifecycle` unchanged on update.
- Add provenance markers:
- `^[extracted]` when directly grounded in explicit memory/session content
- `^[inferred]` when synthesizing patterns across multiple memories
- `^[ambiguous]` when memories conflict
- Add/update `provenance:` frontmatter mix for each changed page
## Step 6: Update Manifest, Log, and Index
### Update `.manifest.json`
For each processed source file:
- `ingested_at`, `size_bytes`, `modified_at`
- `source_type`: `hermes_memory` | `hermes_session`
- `project`: inferred project name (when applicable)
- `pages_created`, `pages_updated`
Add/update a top-level summary block:
```json
{
"hermes": {
"source_path": "~/.hermes/",
"last_ingested": "TIMESTAMP",
"memories_ingested": 42,
"sessions_ingested": 7,
"pages_created": 5,
"pages_updated": 12
}
}
```
### Update special files
Update `index.md` and `log.md`:
```
- [TIMESTAMP] HERMES_HISTORY_INGEST memories=N sessions=M pages_updated=X pages_created=Y mode=append|full
```
**`hot.md`** — Read `$OBSIDIAN_VAULT_PATH/hot.md` (create from the template in `wiki-ingest` if missing). Update **Recent Activity** with a one-line summary — e.g. "Ingested 42 Hermes memories and 7 sessions; dominant themes: reasoning strategies, tool use patterns." Keep the last 3 operations. Update `updated` timestamp.
## Privacy and Compliance
- Distill and synthesize; avoid raw memory or transcript dumps
- Default to redaction for anything that looks sensitive
- Ask the user before storing personal or sensitive details
- Keep references to other people minimal and purpose-bound
## Reference
See `references/hermes-data-format.md` for field-level notes and extraction guidance.
## QMD Refresh After Vault Writes
QMD is a search index, not the source of truth. If `$QMD_WIKI_COLLECTION` is empty or unset, skip this step. Run it only after this skill has written or rewritten vault markdown. If QMD refresh fails, do not roll back the vault changes; report the QMD status separately.
Use `$QMD_CLI` if set; otherwise use `qmd`.
```bash
${QMD_CLI:-qmd} update
```
If the output says vectors are needed or embeddings may be stale, run:
```bash
${QMD_CLI:-qmd} embed
```
Verify the collection with either:
```bash
${QMD_CLI:-qmd} ls "$QMD_WIKI_COLLECTION"
```
or, when a specific page path is known:
```bash
${QMD_CLI:-qmd} get "qmd://$QMD_WIKI_COLLECTION/<page>.md" -l 5
```
Record one of:
- `QMD refreshed: update + embed + verified`
- `QMD refreshed: update only + verified`
- `QMD skipped: QMD_WIKI_COLLECTION unset`
- `QMD skipped: qmd CLI unavailable`
- `QMD failed: <short error summary>`
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# Hermes Agent — Data Format Reference
Field-level notes for parsing `~/.hermes/` artifacts during wiki ingest.
## Cache Root
`~/.hermes/` — or `$HERMES_HOME` for non-default profiles. All paths below are relative to this root.
## memories/
Each file is one discrete memory the agent persisted.
### Markdown memories (`*.md`)
Optional YAML frontmatter, then prose body:
```markdown
---
tags: [python, async, debugging]
created_at: 2026-03-10T14:22:00Z
project: my-api
---
When using `asyncio.gather` with return_exceptions=True, failed tasks return the exception
object rather than raising — check `isinstance(result, Exception)` on each item.
```
Fields of interest:
- `tags` — maps directly to wiki tags; normalize to kebab-case
- `created_at` — use for provenance / journal category decisions
- `project` — route to `projects/<project>/` when set
### JSON memories (`*.json`)
```json
{
"content": "...",
"created_at": "2026-03-10T14:22:00Z",
"tags": ["python", "async"],
"project": "my-api",
"source": "session:abc123"
}
```
Same field semantics as the markdown variant. `source` links back to the originating session.
## sessions/
Present only when session logging is enabled (`config.yaml: logging.sessions: true`).
### Directory layout
```
sessions/
└── 2026-03-10/
└── abc123.jsonl
```
### JSONL line schemas
**User / assistant turns:**
```json
{"role": "user", "content": "How do I debounce a React input?"}
{"role": "assistant", "content": "Use useCallback + useEffect with a setTimeout..."}
```
**Tool use:**
```json
{
"type": "tool_use",
"id": "tu_abc",
"name": "read_file",
"input": {"path": "/home/ubuntu/project/src/App.tsx"}
}
```
**Tool result:**
```json
{
"type": "tool_result",
"tool_use_id": "tu_abc",
"content": "..."
}
```
**Session metadata (first line):**
```json
{
"type": "session_meta",
"id": "abc123",
"cwd": "/home/ubuntu/projects/my-app",
"model": "claude-sonnet-4-6",
"started_at": "2026-03-10T14:00:00Z"
}
```
`cwd` is the most reliable project inference signal — use it to route knowledge to the right `projects/<name>/` page.
## config.yaml
Rarely useful for ingest. Useful fields if needed:
```yaml
model: claude-sonnet-4-6
hermes_home: ~/.hermes # resolved path, respects $HERMES_HOME
logging:
sessions: true # whether session JSONL files are written
memories: true # whether memories are persisted
```
## .hub/
Skills Hub state. **Skip entirely during ingest.** Contains:
- `lock.json` — installed skill manifest (not user knowledge)
- `audit.log` — install/update history
- `quarantine/` — flagged skills awaiting review
## Extraction Priority
| Source | Signal | Noise |
|---|---|---|
| `memories/*.md` | High — curated, stable | Low |
| `memories/*.json` | High — structured | Low |
| `sessions/**/*.jsonl` — assistant turns | Medium | Medium |
| `sessions/**/*.jsonl` — tool pairs | Low | High |
| `config.yaml` | Very low | — |
| `.hub/` | None | — |