code-context-finder
Find Code Context Faster
Developers often lose time tracing why code exists and what depends on it. This skill prompts Claude, Codex, or Claude Code to gather related graph knowledge, callers, imports, and tests before changes.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "code-context-finder" from https://skillstore.io/skills/89jobrien-code-context-finder.md and its manifest at https://skillstore.io/api/skills/89jobrien-code-context-finder/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "code-context-finder". Find context for an unfamiliar authentication module.
Expected outcome:
- Relevant graph notes summarize ownership and a previous token decision.
- Code relationships list the main imports, two dependents, and nearby tests.
- Recommended next step is to review token refresh tests before editing.
Using "code-context-finder". Plan a refactor of a shared utility.
Expected outcome:
The skill returns a concise impact report with callers, importing modules, tests, and prior design notes. It highlights high-risk dependents first.
Using "code-context-finder". Debug an error in a payment workflow.
Expected outcome:
The result connects the error keyword to earlier fixes, likely affected components, route handlers, and focused tests to inspect.
Security Audit
SafeAll static findings were assessed as false positives. The flagged lines are Markdown examples, grep search patterns, or Python strings that format Markdown output. No prompt injection, network call, secret access, shell backtick execution, or dynamic code loading was found in the reviewed files.
Risk Factors
โก Contains scripts (2)
โ๏ธ External commands (42)
๐ Network access (2)
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https://skillstore.io/skills/89jobrien-code-context-finder/audits/7?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
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<a href="https://skillstore.io/skills/89jobrien-code-context-finder?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/89jobrien-code-context-finder/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/89jobrien-code-context-finder.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA ยท BibTeX ยท CFF)
APA citation
Joseph OBrien. (2026). code-context-finder security audit report (audit version 7) [Author version 1.0.1]. Skillstore. https://skillstore.io/skills/89jobrien-code-context-finder/audits/7BibTeX citation
@techreport{joseph-obrien-89jobrien-code-context-finder-2026,
author = {Joseph OBrien},
title = {code-context-finder security audit report (audit version 7)},
institution = {Skillstore},
year = {2026},
number = {7},
url = {https://skillstore.io/skills/89jobrien-code-context-finder/audits/7},
note = {Author version 1.0.1}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "code-context-finder security audit report (audit version 7)"
version: "1.0.1"
type: report
authors:
- name: "Joseph OBrien"
date-released: "2026-07-05"
url: "https://skillstore.io/skills/89jobrien-code-context-finder/audits/7"
identifiers:
- type: other
value: "skillstore:89jobrien-code-context-finder:audit:7"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Refactor Shared Python Modules
Map imports, callers, and tests before changing a shared module.
Understand Unfamiliar Repositories
Combine graph notes and code searches to learn module purpose and dependencies.
Review Architecture Decisions
Find prior decisions and related implementations before choosing a design path.
Try These Prompts
Use code-context-finder for src/auth/service.py. Summarize the module purpose, imports, dependents, related tests, and relevant graph notes.
Use code-context-finder for this error area: payment retries. Search memory for prior issues, then identify likely callers, config references, and tests.
Use code-context-finder before refactoring UserService. Build an impact summary with direct callers, indirect dependents, tests, and related architecture decisions.
Use code-context-finder for the authentication migration. Compare graph decisions, route handlers, API calls, database queries, configs, and test coverage before recommending edits.
Best Practices
- Review the suggested search scope before running repository-wide commands.
- Use both memory graph results and code searches before changing shared modules.
- Summarize only relevant context so the coding task stays focused.
Avoid
- Running broad searches across private repositories without checking scope.
- Treating grep results as complete impact analysis without reading key files.
- Ignoring prior decisions when changing architecture or shared interfaces.
Frequently Asked Questions
Does this skill modify code?
Which tools does it support?
Does it require a knowledge graph?
What languages are covered?
Can it find tests?
Should it read environment files?
Developer Details
Author
Joseph OBrienLicense
MIT
Author version
v1.0.1
Skillstore revision
r1
Ref
c4037264bbd363c572662d6154a3ab28f5ca4f53
Maintenance freshness
7/18/2026
Usage
68 downloads ยท 193 views
File structure
๐ references/
๐ search-patterns.md
๐ scripts/
๐ find-code-relationships.py
๐ SKILL.md