codify

codify is a skill for Claude Code, Codex from isvlasov/rageatc-oss. It costs 37 tokens per session (704 once invoked), scanned A, original, MIT.

A process for reviewing a project's LEARNINGS.md inbox and turning useful entries into lasting skills, rules or documentation. It groups related lessons and records which entries were codified.

In plain words
What is it for?
Use it after tasks to convert recurring problems and lessons into changes that guide future contributors or agents.
Why use it?
It prevents valuable lessons from remaining as temporary notes that future work cannot easily use.

Skill for Claude CodeCodex

Part of the rageatc-core-oss plugin — 24 skills, 6 agents shipped together

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.

agentmods
npx agentmods add skills/isvlasov/rageatc-oss/codify
Any agent
npx skills add isvlasov/rageatc-oss --skill codify
Clone the repo
git clone --depth 1 https://github.com/isvlasov/rageatc-oss

Made for: Claude Code, Codex.

Or install rageatc-core-oss, the plugin that ships this one along with the rest of its 24 skills, 6 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 codify

README.md
[![agentmods](https://agentmods.dev/badge/skills/isvlasov/rageatc-oss/codify.svg)](https://agentmods.dev/skills/isvlasov/rageatc-oss/codify)
Your own site
<a href="https://agentmods.dev/skills/isvlasov/rageatc-oss/codify"><img src="https://agentmods.dev/badge/skills/isvlasov/rageatc-oss/codify.svg" alt="Measured on agentmods" height="20"></a>
Per session 37 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 704 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00037 $0.00704
Opus 5 $0.00018 $0.00352
Sonnet 5 $0.00007 $0.00141
Haiku 4.5 $0.00004 $0.00070

Measured 4d ago against content hash 1be0a852dc43, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

codify 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 4d 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.

plugins/rageatc-core-oss/skills/codify/SKILL.md · 53 lines

How it starts

The opening of the file, as written. The whole thing — 53 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Codify

Step 1 — Read the inbox

Read LEARNINGS.md at the project root. Candidates are entries without a Codified → marker. If there are none, report that and stop. If the file doesn't follow the standard ## YYYY-MM-DD — Title entry format (e.g. a numbered takeaways list), treat each discernible item as an entry and place markers where they unambiguously attach to the item.

Step 2 — Cluster

Group candidate entries that share a root cause or a target file. A pattern across several entries is stronger evidence than any single entry — codify the pattern, not each instance.

Step 3 — Find the structural fix

The entry recorded the symptom and (usually) the likely cause at capture time. Now do the analysis the capture deliberately skipped: ask why the system allowed the failure, and what change prevents recurrence.

Test every proposed fix: would it have prevented the original incident even if nobody remembered the learning? "Be more careful" or "remember to X" fails this test — put the knowledge where the future reader will already be looking (the skill they will load, the rule that is always in context, the template they will copy). Prefer the smallest change that passes.

Some entries need no fix: a durable technical fact (version pin, API quirk) with no better home is already serving its purpose where it is. Others are not ready — a single incident with an unclear cause stays in the inbox until the pattern repeats.

Step 4 — Choose the target

Learning kind Target
Workflow or process failure in plugin-orchestrated work rageatc skill, agent, or rule — record as a proposal; implement in the rageatc workshop, never in the installed plugin
Project-specific convention or constraint Project CLAUDE.md or .claude/rules/
Technical fact about the project's stack Project docs (ARCHITECTURE.md, reference docs) — or the entry itself if no better home exists
Behaviour that should apply across all projects ~/.claude/CLAUDE.md

Read the full file on GitHub · 53 lines

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. 4d ago First seen · 53 lines · 37 tokens per session scan A 1be0a852dc43

Subscribe to this mod's changes

codify is a skill published in the GitHub repository isvlasov/rageatc-oss (9 stars, last pushed 1mo ago), licensed MIT. It adds 37 tokens to every session and 704 once invoked, about $0.0002 per session on Opus 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 2026-08-31.