session-ingest

session-ingest is a skill for Claude Code from dnotitia/akb. It costs 74 tokens per session (8,547 once invoked), scanned A, original, no licence file.

A tool that turns a coding session's JSONL log—a text file containing one structured record per line—into organised notes in an AKB knowledge base. It creates a session report and separate drafts for lessons, tasks, ideas, and decisions.

In plain words
What is it for?
Use it to capture what happened during coding work and prepare reusable notes from that session.
Why use it?
It removes the need to review a long session log and write down its useful outcomes by hand. It can find the current Claude or Codex session log when no file is supplied.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the akb-sessions plugin — 1 skill, 4 agents shipped together

Good fit Use it to capture what happened during coding work and prepare reusable notes from that session.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/dnotitia/akb/session-ingest
View source ↗ dnotitia/akb
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add dnotitia/akb --skill session-ingest
Clone the repo
git clone --depth 1 https://github.com/dnotitia/akb

Made for: Claude Code.

Or install akb-sessions, the plugin that ships this one along with the rest of its 1 skill, 4 agents.

Wrote 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.

agentmods badge for session-ingest

README.md
[![agentmods](https://agentmods.dev/badge/skills/dnotitia/akb/session-ingest/github.svg)](https://agentmods.dev/skills/dnotitia/akb/session-ingest)
Your own site
<a href="https://agentmods.dev/skills/dnotitia/akb/session-ingest"><img src="https://agentmods.dev/badge/skills/dnotitia/akb/session-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.

agentmods 80×15 button for session-ingest

Your own site · 80×15
<a href="https://agentmods.dev/skills/dnotitia/akb/session-ingest"><img src="https://agentmods.dev/badge/skills/dnotitia/akb/session-ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 74 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,547 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00074 $0.08547
Opus 5.5 $0.00030 $0.03419
Sonnet 5.5 $0.00015 $0.01709
Haiku 4.5 $0.00007 $0.00855

Measured yesterday against content hash 3a751af11816, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

session-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 yesterday.

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.

plugins/claude/akb-sessions/skills/session-ingest/SKILL.md · 543 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

2 files 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.

Changes

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.

  1. yesterday Changed · +3 lines 3a751af11816
  2. 1mo ago First seen · 540 lines · 74 tokens per session scan A 228a36f096d4

Subscribe to this mod's changes

session-ingest is a skill published in the GitHub repository dnotitia/akb (163 stars, last pushed today), with no licence file. It adds 74 tokens to every session and 8,547 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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