A code-integration guide for merging a provided sample or snippet into an existing project. It checks the project’s memory file, identifies the target location and constraints, and keeps the change limited in scope.

Use it when adapting sample code into a current codebase, especially when API compatibility, UI stability, or backward compatibility matters.

It reduces the risk of breaking existing behavior or changing unrelated files when adding unfamiliar code. It also records the integration and verification details for later reference.

How VoTruongDanh/Skills-Agent configures Claude Code and Codex

Reuse

Borrowing it

Nothing to install: this file belongs to VoTruongDanh/Skills-Agent. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/VoTruongDanh/Skills-Agent/main/.agent/skills/integrate/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/VoTruongDanh/Skills-Agent

Made for: Claude Code, 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/votruongdanh/skills-agent/integrate/github.svg)](https://agentmods.dev/skills/votruongdanh/skills-agent/integrate)

Your own site

<a href="https://agentmods.dev/skills/votruongdanh/skills-agent/integrate"><img src="https://agentmods.dev/badge/skills/votruongdanh/skills-agent/integrate/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/votruongdanh/skills-agent/integrate"><img src="https://agentmods.dev/badge/skills/votruongdanh/skills-agent/integrate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 724 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.

Model	Per session	Once invoked
Fable 5.1	$0.00063	$0.00724
Opus 5.5	$0.00025	$0.00290
Sonnet 5.5	$0.00013	$0.00145
Haiku 4.5	$0.00006	$0.00072

Measured 2mo ago against content hash 2e7e565af948, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

integrate 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 2mo 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.

.agent/skills/integrate/SKILL.md · 58 lines

How it starts

The opening of the file, as written. The whole thing — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Memory Protocol

START: Read .ai-memory.md from project root. Focus on: entry points, key directories, conventions, and any integration decisions already logged. END: Update .ai-memory.md using Memory Compaction Rules with: integration points, files touched, behavior changes (if any), and verification notes.

Goal

Merge the requested sample code into the current codebase without broad refactors, keeping behavior stable and avoiding changes to unrelated files.

Socratic Gate (ask if missing)

Before editing, verify these inputs exist. If any is missing or ambiguous, ASK:

The sample code to integrate (full snippet + expected behavior).
The target location in this project (file/module/feature area).
Constraints: must keep API stable? must keep UI stable? backward compatible?

Clean code chuẩn (Standard clean code applied)
Cập nhật đầy đủ tất cả các file liên quan (All related files fully updated)

Rules (Blast-radius control)

Touch the smallest possible set of files.
Do not reformat or restructure unrelated code.
Prefer adapters/wrappers over rewriting existing modules.
If the integration requires changing shared interfaces, introduce compatibility shims (or feature flag) instead of breaking changes.
If uncertain about side effects, stop and ask rather than guessing.

Workflow

Read Memory — Load .ai-memory.md for architecture + conventions.
Locate Integration Point — Identify the narrowest place to hook in (entry, router, service, component, util).
Diff the Concepts — Map sample code concepts → existing abstractions (types, services, routes, state).
Design Minimal Bridge:
- Prefer adding a thin adapter layer rather than changing existing call sites.
- Prefer dependency injection/config wiring over global edits.
Implement in Small Steps:
- Add new file(s) when that reduces risk (e.g., adapter/, integrations/).
- Modify existing files only where the integration connects.
Verification:
- Run/adjust existing tests if present; otherwise add a minimal smoke test when feasible.
- Ensure no unrelated behavior changes.
Quality Gate — Read .kiro/skills/_scripts/checklist.md.
Update Memory — Log only high-signal bullets (integration point, key decision, files touched, outcome).

Read the full file on GitHub · 58 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.

2mo ago Changed · +3 lines 2e7e565af948
2mo ago First seen · 55 lines · 63 tokens per session scan A 47b59882e7e3

Subscribe to this mod's changes

integrate is a skill published in the GitHub repository VoTruongDanh/Skills-Agent (4 stars, last pushed 1mo ago), licensed MIT. It adds 63 tokens to every session and 724 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 2026-08-31.

integrate next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
integrateVoTruongDanh/Skills-Agent	Skill	4	1mo ago	MIT	A	63	Claude Code, Codex
imagegenopenai/codex	Skill	133k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	99k	yesterday	Apache-2.0	A	19	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	313k	3d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	yesterday	MIT	A	95	Claude Code
next-partial-prefetching-adoptionvercel/next.js	Skill	143k	yesterday	MIT	A	103	Claude Code

Skills-Agent: Skill for Claude Code