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.
npx skills add kouroshez/coding-os --skill meta-engineeringgit clone --depth 1 https://github.com/kouroshez/coding-osWrote 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/kouroshez/coding-os/meta-engineering)<a href="https://agentmods.dev/skills/kouroshez/coding-os/meta-engineering"><img src="https://agentmods.dev/badge/skills/kouroshez/coding-os/meta-engineering/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/kouroshez/coding-os/meta-engineering"><img src="https://agentmods.dev/badge/skills/kouroshez/coding-os/meta-engineering.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 | $0.00083 | $0.01968 |
| Opus 5 | $0.00042 | $0.00984 |
| Sonnet 5 | $0.00017 | $0.00394 |
| Haiku 4.5 | $0.00008 | $0.00197 |
Grade A, and why
meta-engineering 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.
meta-engineering
Purpose: Internalise that every line of code in this repo eventually ships to N consumer projects and act accordingly. Without this skill, agents treat meta-repo files like a normal app — they grep, they edit, they break consumers.
Read when: editing src/core/**/*.py, src/cli/**/*.py, src/adapters/**/*.py,
src/core/hooks/*.sh, src/core/hooks/_helpers/*.py, src/templates/**/stack.yaml,
or src/core/hooks/registry.yaml.
Skip when: editing docs/, tests/, or .coding-os/ runtime state.
The DNA → mRNA → phenotype contract
core/ ── DNA ─ agent + stack agnostic
src/adapters/<id>/ ── mRNA ─ per-agent translation
src/templates/<id>/ ── phenotype ─ per-stack overlay
↓ cli/ (factory)
consumer project ── organism ─ Django+Claude, Next+Codex, …
Before any edit, ask: which layer does this belong in? Mis-layering is the most common meta-repo bug. If unsure, default to lower layer (more reuse) and split when a single agent or stack genuinely diverges.
Mandatory pre-edit moves (order matters)
-
Graph context first — non-negotiable for
src/core/**/*.py,src/cli/**/*.py,src/adapters/**/*.py:cos_graph_context(file_or_uid, depth=1)— what's connected.cos_graph_references(uid)— who depends on the symbol.- For a rename:
cos_graph_rename_plan(uid, new_name)BEFORE first Edit. - For a refactor:
cos_graph_impact(uid, depth=3). Theenforce-graph-context.shhook records the marker for you.
-
Skill stack — load
Skill graph-explorer(primary), thenSkill clean-code. COMPLICATED+ addsSkill thinking_os. -
Doc anchor — every code edit must trace to a documented spec (PRD / playbook / engineering rule). The
enforce-doc-anchor.shhook BLOCKS edits without a.doc-anchormarker. -
Task marker — governance / hook-registry / rule-SSOT edits require
.task-currentto name agovernance|docs-update|template-updatetask.block-protected-files.shenforces.
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.
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.
- 5d ago First seen · 152 lines · 83 tokens per session scan A b0339547e016
meta-engineering is a skill published in the GitHub repository kouroshez/coding-os (6 stars, last pushed yesterday), licensed Apache-2.0. It adds 83 tokens to every session and 1,968 once invoked, about $0.0004 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 2026-09-03.
Other skills, from other repositories
potpie-graph
Use when the task can read or write the project-memory graph through the potpie CLI: discover the contract with graph catalog, read named views with graph read, resolve entity identity with graph search-entities, create validated plans with graph propose, commit plans with graph commit --verify, inspect quality with…
potpie-source-ingestion
Use when the user explicitly asks to ingest, refresh, or deeply understand a repository, PR, issue, ticket, runbook, incident report, document, or web link into Potpie. The harness performs todo-driven discovery, uses local/GitHub/integration tools and read-only subagents when available, builds evidence-backed…
potpie-repo-baseline
Use when establishing, refreshing, or deeply understanding a repository's baseline memory in Potpie: purpose, application type, features, services/modules, environments, deploy shape, dependencies, API contracts, datastores, integrations, ownership, and explicit preferences. The harness reads authored and…
graph-mutation-plan
Cookbook for composing an applygraphmutations plan — stable entitykey patterns, the canonical label/edge vocabulary, evidence/invalidation/confidence discipline, and a worked example. Load this when building a non-trivial mutation plan.
potpie-cli
Use when the task is centered on running, explaining, configuring, or troubleshooting the potpie command: doctor, login, pot management, source registration, search, graph workbench reads/writes, and pot scope behavior.
potpie-change-timeline
Use when an agent needs recent or historical change context: what changed recently, regressions, merged PRs, tickets, docs, incidents, deployments, releases, and source-history ingestion.