codebase-first

codebase-first is a skill for Claude Code, Codex from roarista/awesome-harness. It costs 38 tokens per session (493 once invoked), scanned A, original, MIT.

A repository-inspection process that checks whether existing code, the platform, dependencies, or nearby implementations already solve a requested problem.

In plain words
What is it for?
Use it before adding a non-trivial feature, module, integration, dependency, helper, or broad refactor to an existing codebase.
Why use it?
It prevents unnecessary new code and produces evidence-backed decisions about what to reuse, adapt, reject, or build.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it before adding a non-trivial feature, module, integration, dependency, helper, or broad refactor to an existing codebase.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/roarista/awesome-harness/codebase-first
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 roarista/awesome-harness --skill codebase-first
Clone the repo
git clone --depth 1 https://github.com/roarista/awesome-harness

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.

agentmods badge for codebase-first

README.md
[![agentmods](https://agentmods.dev/badge/skills/roarista/awesome-harness/codebase-first/github.svg)](https://agentmods.dev/skills/roarista/awesome-harness/codebase-first)
Your own site
<a href="https://agentmods.dev/skills/roarista/awesome-harness/codebase-first"><img src="https://agentmods.dev/badge/skills/roarista/awesome-harness/codebase-first/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 codebase-first

Your own site · 80×15
<a href="https://agentmods.dev/skills/roarista/awesome-harness/codebase-first"><img src="https://agentmods.dev/badge/skills/roarista/awesome-harness/codebase-first.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 493 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 $0.00038 $0.00493
Opus 5.5 $0.00015 $0.00197
Sonnet 5.5 $0.00008 $0.00099
Haiku 4.5 $0.00004 $0.00049

Measured 1mo ago against content hash 799077f2c60b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

codebase-first 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 1mo 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.

codex/skills/codebase-first/SKILL.md · 39 lines

How it starts

The opening of the file, as written. The whole thing — 39 lines — stays where its author put it; the contents beside it link to each section on GitHub.

codebase-first

Run before non-trivial code changes. The output is a compact proof of the smallest missing piece, not a broad repository tour.

Discovery ladder

Stop at the first rung that fully satisfies the goal:

  1. Need: does current behavior already satisfy the request?
  2. Front door: read the compact project router, current resume card, and relevant authority.
  3. Map: use the injected code map and Graphify for structure/reach; use Semgrep for complete AST occurrences and rg for literals/history.
  4. Native/platform: check whether the runtime or framework already provides it.
  5. Installed dependency: inspect the manifest and live API.
  6. Nearby workflow: inspect the closest active implementation and its callers.
  7. Boundary/blast radius: identify consumers, errors, persistence, permissions, and files affected.
  8. Probe: run the smallest read-only check that distinguishes competing assumptions.
  9. Gap: name only what remains missing.

For every plausible candidate, record REUSE, ADAPT, or REJECT with a file:line or command-output anchor. Do not claim absence from a map alone.

Gate

  • STOP: current/native/dependency behavior covers the goal, or implementation would require an unresolved authority decision.
  • PLAN: integration crosses multiple boundaries or changes a schema, public API, dependency, destructive migration, or authority.
  • BUILD: candidates, consumers, boundaries, residual gap, and pre-code verification are all explicit.

For localized work, carry the evidence inline. Otherwise write .scratch/discovery/<slug>.md with goal, constraints, source anchors, candidate verdicts, boundary map, empirical probe, residual gap, gate, and verification.

On BUILD, pass only the residual gap and evidence anchors to code-decompose. On STOP or PLAN, write no production code.

Former description (moved from frontmatter, context diet U8)

Prove what an existing repository already provides before adding a feature, module, integration, dependency, helper, or material refactor. Return evidence-backed REUSE/ADAPT/REJECT decisions and a STOP/PLAN/BUILD gate before code-decompose.

Read the full file on GitHub · 39 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. 1mo ago Changed · +4 lines · -17 tokens per session 799077f2c60b
  2. 2mo ago First seen · 35 lines · 55 tokens per session scan A 0ec75740468e

Subscribe to this mod's changes

codebase-first is a skill published in the GitHub repository roarista/awesome-harness (1 stars, last pushed 4d ago), licensed MIT. It adds 38 tokens to every session and 493 once invoked, about $0.0002 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.

Related

codebase-first compared with skills from other repositories

codebase-first next to 6 skills from other repositories
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codebase-firstroarista/awesome-harnessSkill14d agoMITA38Claude Code, Codex
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playwright-climicrosoft/playwrightSkill99ktodayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79ktodayMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill314k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
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