Borrowing it
Nothing to install: this file belongs to ptonlix/beeweave. 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/ptonlix/beeweave/main/.skills/wiki/beeweave-codex-ingest/SKILL.mdgit clone --depth 1 https://github.com/ptonlix/beeweaveWrote 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/ptonlix/beeweave/beeweave-codex-ingest)<a href="https://agentmods.dev/skills/ptonlix/beeweave/beeweave-codex-ingest"><img src="https://agentmods.dev/badge/skills/ptonlix/beeweave/beeweave-codex-ingest.svg" alt="Measured on agentmods" 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 | $0.00111 | $0.02043 |
| Opus 5 | $0.00056 | $0.01022 |
| Sonnet 5 | $0.00022 | $0.00409 |
| Haiku 4.5 | $0.00011 | $0.00204 |
Grade A, and why
beeweave-codex-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 8d 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
84% identical to codex-history-ingest — 13 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 — 246 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Codex History Ingest — Conversation Mining
You are extracting knowledge from the user's past Codex sessions and distilling it into the Obsidian wiki. Session logs are rich but noisy: focus on durable knowledge, not operational telemetry.
This skill can be invoked directly or via the beeweave-history-ingest router (/beeweave-history-ingest codex).
Before You Start
- Resolve config — follow the Config Resolution Protocol in
beeweave-core/SKILL.md(inline@nameoverride → walk up CWD for.env→~/.beeweave/config→ prompt setup). This givesBEEWEAVE_VAULT_PATHandCODEX_HISTORY_PATH(defaults to~/.codex) - Read
.manifest.jsonat the vault root to check what has already been ingested - Read
index.mdat 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 session rollouts, new index files)
- 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 beeweave-rebuild or if the user explicitly asks for a full re-ingest.
Codex Data Layout
Codex stores local artifacts under ~/.codex/.
~/.codex/
├── sessions/ # Session rollout logs by date
│ └── YYYY/MM/DD/
│ └── rollout-<timestamp>-<id>.jsonl
├── archived_sessions/ # Archived rollout logs
├── session_index.jsonl # Lightweight index of thread id/name/updated_at
├── history.jsonl # Local transcript history (if persistence enabled)
├── config.toml # User config (contains history settings)
└── state_*.sqlite / logs_*.sqlite # Runtime DBs (usually skip)
Key data sources ranked by value
session_index.jsonl— best inventory source for IDs, titles, and freshnesssessions/**/rollout-*.jsonl— rich structured transcript eventshistory.jsonl— useful fallback/timeline aid if enabled
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.
- 8d ago First seen · 246 lines · 111 tokens per session scan A c789404e25bb
beeweave-codex-ingest is a skill published in the GitHub repository ptonlix/beeweave (6 stars, last pushed 1mo ago), licensed MIT. It adds 111 tokens to every session and 2,043 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. It is 84% identical to codex-history-ingest, differing in 13 lines, and is treated as a copy.
Other skills, from other repositories
media-ingest
Ingest video, audio, PDF, book, screenshot, and GitHub repo content into the brain. Multi-format handling with entity extraction and backlink propagation. Covers video-ingest, youtube-ingest, and book-ingest subtypes.
mem0-oss-to-platform
Plan and then execute a migration of a project from the mem0 open-source / self-hosted SDK (the local Memory class) to the mem0 Platform / hosted / managed SDK (the MemoryClient class). Use this whenever a developer wants to move, switch, or migrate their mem0 usage off OSS/self-hosted to the hosted API — e.g.…
Cortex
Operate Cortex, the LifeOS memory system — the typed Knowledge Archive (People, Companies, Ideas, Research with typed related: links) plus recall of prior work sessions, ISAs, and conversations. Search, add, harvest, develop, ingest, distill, graph-navigate, recall. USE WHEN cortex, knowledge, knowledge base, search…
memory
Use when the user asks to remember, recall, forget, update, search, or inspect durable OpenSquilla memory, including profile facts in USER.md and long-term notes in MEMORY.md or memory//.md.
ha-data-stores
Map of Hope Agent's local data stores and safe read-only query workflow. Use when the user asks where Hope Agent stores data, wants to inspect sessions/messages/memory/logs/background jobs/knowledge indexes/settings, asks the model to query local app data, or debugging requires checking persisted state. Trigger…
establishing-project-context
Use when the user asks to establish shared project language, or project work exposes a conflicting, renamed, or deprecated domain term that needs active semantic modeling. Routine small tasks stay on the fast path.