Borrowing it
Nothing to install: this file belongs to ystreibel/logseq-wiki. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ystreibel/logseq-wiki/main/.skills/openclaw-history-ingest/SKILL.mdgit clone --depth 1 https://github.com/ystreibel/logseq-wikiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ystreibel/logseq-wiki/openclaw-history-ingest)<a href="https://agentmods.dev/skills/ystreibel/logseq-wiki/openclaw-history-ingest"><img src="https://agentmods.dev/badge/skills/ystreibel/logseq-wiki/openclaw-history-ingest/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ystreibel/logseq-wiki/openclaw-history-ingest"><img src="https://agentmods.dev/badge/skills/ystreibel/logseq-wiki/openclaw-history-ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What 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 5.1 | $0.00124 | $0.01966 |
| Opus 5 | $0.00062 | $0.00983 |
| Sonnet 5 | $0.00025 | $0.00393 |
| Haiku 4.5 | $0.00012 | $0.00197 |
Grade A, and why
openclaw-history-ingest 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 11d 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.
This is a copy
86% identical to db-migration-review — 232 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 219 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenClaw History Ingest — Session & Memory Mining for Logseq
REQUIRED: Invoke llm-wiki skill first for Logseq syntax and file format rules.
You are extracting knowledge from the user's OpenClaw agent history and distilling it into the Logseq wiki. OpenClaw stores both a structured long-term MEMORY.md and per-session JSONL transcripts — focus on durable knowledge, not operational telemetry.
This skill can be invoked directly or via the wiki-history-ingest router (/wiki-history-ingest openclaw).
Before You Start
- Read
~/.logseq-wiki/configto getLOGSEQ_VAULT_PATHandOPENCLAW_HISTORY_PATH(default to~/.openclawif unset) - Read
wiki/_manifest.jsonat the vault root to check what has already been ingested - Read
wiki/_master-index.mdat the vault root to understand what the wiki already contains
Ingest Modes
Append Mode (default)
Check wiki/_manifest.json for each source file. Only process:
- Files not in the manifest (new session logs, updated MEMORY.md or daily notes)
- Files whose modification time is newer than
ingested_atin 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.
OpenClaw Data Layout
OpenClaw stores all local artifacts under ~/.openclaw/.
~/.openclaw/
├── openclaw.json # Global config
├── credentials/ # Auth tokens (skip entirely)
├── workspace/ # Agent workspace
│ ├── MEMORY.md # Long-term memory (loaded every session)
│ ├── DREAMS.md # Optional dream diary / summaries
│ └── memory/
│ ├── YYYY-MM-DD.md # Daily notes (today + yesterday auto-loaded)
│ └── ...
└── agents/
└── <agentId>/
├── agent/
│ └── models.json # Agent config (skip)
└── sessions/
├── sessions.json # Session index
└── <sessionId>.jsonl # Session transcript (JSONL, append-only)
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 11d ago First seen · 219 lines · 124 tokens per session scan A cec777e0d76e
openclaw-history-ingest is a skill published in the GitHub repository ystreibel/logseq-wiki (4 stars, last pushed 15d ago), licensed MIT. It adds 124 tokens to every session and 1,966 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. It is 86% identical to db-migration-review, differing in 232 lines, and is treated as a copy.
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