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Code Context Finder · aiskillstore | DecimalAI

codingby aiskillstore

Code Context Finder

aiskillstore/code-context-finder

Source aiskillstore/marketplace ↗License Not recorded

Automatically find relevant context from knowledge graph and code relationships while coding. Detects when context would be helpful (new files, unfamiliar code, architectural decisions) and surfaces related entities, prior decisions, and code dependencies.

SkillScore45Maintained

Automatic

Coding pack

Last verified 8/21/2026

What it changes

Passed 6 of 14 test cases with the skill, and 5 of 14 without it.

Without skill36%

With skill45%

Checks it passed that the model alone missed

References references/search_patterns.md
References references/detection_triggers.md
Identifies scripts/find_code_relationships.py

and 3 more in the full report

6 fixed4 passed either way8 still failing4 broke

Pass-rate lift: +9 pp
Tokens: +1%
Agent turns: 0%
Response time: -39%

Model gemini-3.6-flashMeasured 8/21/2026v110 of 22 cases passed with skill · 14 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/aiskillstore-code-context-finder/SKILL.md https://app.decimal.ai/s/aiskillstore-code-context-finder/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aiskillstore-code-context-finder, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/aiskillstore-code-context-finder/ and pins it in .decimal/skills.lock

decimalai skills add aiskillstore-code-context-finder

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/aiskillstore-code-context-finder/SKILL.md https://app.decimal.ai/s/aiskillstore-code-context-finder/SKILL.md

Raw file: /s/aiskillstore-code-context-finder/SKILL.md ↗ · machine-readable summary at /s/aiskillstore-code-context-finder.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

If I need a complete reference sheet of standard code relationship search commands, which reference document should be loaded?

What was checked, without and with the skill
Checked	Without skill	With skill
References references/search_patterns.md	Missed	Passed

case-21 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md157 lines4 filesincludes scripts

Code Context Finder

Overview

Find and surface relevant context while coding by combining knowledge graph search with code relationship analysis. Uses smart detection to identify when additional context would be helpful, then retrieves:

Knowledge graph entities: Prior decisions, project context, related concepts
Code relationships: Dependencies, imports, function calls, class hierarchies

When to Use (Smart Detection)

This skill activates automatically when detecting:

Trigger	What to Search
Opening unfamiliar file	Knowledge graph for file/module context, code for imports/dependencies
Working on new feature	Prior decisions, related concepts, similar implementations
Debugging errors	Related issues, error patterns, affected components
Refactoring code	Dependent files, callers/callees, test coverage
Making architectural decisions	Past ADRs, related design docs, established patterns
Touching config/infra files	Related deployments, environment notes, past issues

For detection triggers reference, load references/detection_triggers.md.

Core Workflow

1. Detect Context Need

Identify triggers that suggest context would help:

Signals to watch:
- New/unfamiliar file opened
- Error messages mentioning unknown components
- Questions about "why" or "how" something works
- Changes to shared/core modules
- Architectural or design discussions

2. Search Knowledge Graph

Track record

Benchmark

6 / 14

test cases passed, vs 5 / 14 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

aiskillstore / marketplace

skills/89jobrien/code-context-finder/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1Bundled 3 files · scripts

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Code Context Finder

Overview

When to Use (Smart Detection)

Core Workflow

1. Detect Context Need

2. Search Knowledge Graph

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills