knowledge

knowledge is a skill for Codex from steerlabs/opensteer. It costs 34 tokens per session (654 once invoked), scanned A, original, MIT.

A structured fact log for recording and looking up information about things such as customers, trips, plans, and inventory. It keeps each new version so you can distinguish what is true now from what was recorded before.

In plain words
What is it for?
It helps search current facts, inspect previous versions, and report who recorded a fact and when.
Why use it?
It separates durable facts from personal memory and preserves the history of changes instead of silently overwriting old values.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: positional $N argument.

Good fit It helps search current facts, inspect previous versions, and report who recorded a fact and when.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/steerlabs/opensteer/knowledge
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 steerlabs/opensteer --skill knowledge
Clone the repo
git clone --depth 1 https://github.com/steerlabs/opensteer

Made for: Codex.

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 knowledge

README.md
[![agentmods](https://agentmods.dev/badge/skills/steerlabs/opensteer/knowledge/github.svg)](https://agentmods.dev/skills/steerlabs/opensteer/knowledge)
Your own site
<a href="https://agentmods.dev/skills/steerlabs/opensteer/knowledge"><img src="https://agentmods.dev/badge/skills/steerlabs/opensteer/knowledge/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 knowledge

Your own site · 80×15
<a href="https://agentmods.dev/skills/steerlabs/opensteer/knowledge"><img src="https://agentmods.dev/badge/skills/steerlabs/opensteer/knowledge.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 654 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 original 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 $0.00034 $0.00654
Opus 5.5 $0.00014 $0.00262
Sonnet 5.5 $0.00007 $0.00131
Haiku 4.5 $0.00003 $0.00065

Measured yesterday against content hash 7cbfdce7045c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

knowledge 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.

apps/runner/agent-skills/skills/knowledge/SKILL.md · 43 lines

How it starts

The opening of the file, as written. The whole thing — 43 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Knowledge

Knowledge is a log of facts: one JSONB value per topic, thing and property. Each write appends a version; nothing is updated or deleted. Call sql without query first to see the columns and the readable topic ids.

  • facts: the current version of each fact. Use it for "what is".
  • fact_history: every version, with replaces_id pointing at the one it replaced. Use it for "what was", "who changed" and "when".
  • text is value as plain text ("active" becomes active). Compare and cast it: text = 'active', text::numeric > 2000. Never value::text, which keeps JSON quotes and silently matches nothing.
  • Always filter by topic, and join two properties of one thing on topic and thing. The same thing key in another topic is a different thing.
  • Select writer_kind, writer_id and written_at when you say who recorded something. An aggregate has no single writer.
  • Parameters are JSON. Send a list as a JSON array and read it as JSON: thing IN (SELECT jsonb_array_elements_text($2::jsonb)). = ANY($2) and $2::text[] are refused.
SELECT text, writer_id, written_at FROM facts
WHERE topic = $1 AND thing = 'trip/kyoto' AND property = 'hotel';

SELECT s.thing, b.text::numeric AS budget FROM facts s
JOIN facts b ON b.topic = s.topic AND b.thing = s.thing AND b.property = 'budget'
WHERE s.topic = $1 AND s.property = 'status' AND s.text = 'active';

SELECT thing FROM facts
WHERE topic = $1 AND property = 'profile' AND value @> '{"country": "US"}';

SELECT id, text, replaces_id, writer_id, written_at FROM fact_history
WHERE topic = $1 AND thing = 'trip/kyoto' AND property = 'hotel' ORDER BY id;

A refusal names what isn't allowed: rewrite with plain SELECT, joins, aggregates, window functions and common text, date and JSON functions. Catalogs, settings and other tables are not there to find.

Writing

Before an INSERT, read writing: replacing a fact, onlyIfUnchanged, receipts and uncertain writes.

Read the full file on GitHub · 43 lines

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 First seen · 43 lines · 34 tokens per session scan A 7cbfdce7045c

Subscribe to this mod's changes

knowledge is a skill published in the GitHub repository steerlabs/opensteer (213 stars, last pushed today), licensed MIT. It adds 34 tokens to every session and 654 once invoked, about $0.0001 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 2026-11-11.

Related

knowledge compared with skills from other repositories

knowledge next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
knowledgesteerlabs/opensteerSkill213todayMITA34Codex
onboarding-milestoneskortix-ai/sunaSkill21k4d agononeA62Claude Code, Codex
dsar-fulfillmentkortix-ai/sunaSkill21k4d agononeA85Claude Code, Codex
weekly-metrics-reportkortix-ai/sunaSkill21k4d agononeA47Claude Code, Codex
setuptimurgaleev/memexSkill111mo agoMITA25Claude Code, Codex
butterbasebutterbase-ai/butterbaseSkill3.0k3d agoApache-2.0A34Claude Code, Codex
build-with-tinybasetinyplex/tinybaseSkill5.2k21d agoMITA90Claude Code, Codex