Skip to content
Back to skills

Context Retrieval Loop

ASecurity

Deterministic 3-cycle loop for gathering codebase context before acting. Broad search → exact source and tests → target-specific docs and setup. Stop after enough context or report what is still missing.

  • 6 stars
  • 0 votes
  • 0 copies
  • 3 views
  • Added May 29, 2026
ai-agentsbashnodegit

Security analysis

A100/100

Scanned May 29, 2026

npx -y skills add yeaight7/agent-powerups --skill context-retrieval-loop --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Context Retrieval Loop?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Context Retrieval Loop
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/yeaight7-context-retrieval-loop/badge)](https://www.skillsdirectory.com/skills/yeaight7-context-retrieval-loop)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: context-retrieval-loop
description: Deterministic 3-cycle loop for gathering codebase context before acting. Broad search → exact source and tests → target-specific docs and setup. Stop after enough context or report what is still missing.
---

# Context Retrieval Loop

Gather the right codebase context before making changes or spawning subagents. Prevents acting on incomplete information.

## When to Use

- Starting work on an unfamiliar area of a codebase
- Spawning a subagent that needs targeted file context
- Failing to find a relevant file on the first search pass
- Unsure which files are in scope for a task

## The 3-Cycle Loop

Each cycle builds on the previous. Stop early when you have enough context. Do not exceed 3 cycles.

### Cycle 1 — Broad Search

```bash
# Find files by keyword
rg "<primary-keyword>" --type ts --type js -l
rg "<primary-keyword>" --glob "*.py" -l

# Find by filename pattern
find . -name "*<keyword>*" -not -path "*/node_modules/*" -not -path "*/.git/*"
```

Collect: file paths, key terms, naming conventions seen.

**Stop here if:** 3 or more directly relevant files found with no critical gaps.

### Cycle 2 — Exact Source and Tests

Read the most relevant files from Cycle 1 in full. Then:

```bash
# Find tests for those files
rg "<filename-stem>" --glob "*.test.*" --glob "*.spec.*" -l
rg "import.*<module-name>" -l

# Find call sites
rg "<function-name>|<class-name>" --type ts --type js -l
```

Collect: imports used, function signatures, test patterns, adjacent files referenced.

**Stop here if:** You can describe the change needed and its blast radius.

### Cycle 3 — Docs and Setup

```bash
# Check project-specific docs
ls docs/ README.md AGENTS.md CLAUDE.md .claude/ 2>/dev/null

# Check config for feature flags, env vars, or schema
rg "<keyword>" .env.example *.config.* *.toml *.yaml -l 2>/dev/null
```

Collect: configuration constraints, environment requirements, anything that would block a change.

## Stopping Conditions

Stop the loop (whichever comes first):
- You have 3+ high-relevance files and understand the change scope
- Cycle 3 complete
- Each new cycle returns only files already seen

## Output

After the loop, report:

```
Context gathered:
  <file-path> — <one-line reason for relevance>
  ...

Missing context (if any):
  <what is still unclear and why it matters>
```

If context is missing, state it explicitly. Do not proceed with guesses when a known gap exists.

## Integration with Subagents

When dispatching a subagent, pass only the gathered file list — not the full conversation context:

```
Relevant files for this task:
  src/auth/tokens.ts — contains TokenService used by the bug
  src/auth/session.ts — session state management
  src/auth/tokens.test.ts — existing test patterns
```

## Constraints

- Max 3 cycles. Diminishing returns beyond that.
- Do not read files speculatively. Read only files flagged as relevant.
- Do not inline entire file contents into the subagent prompt; pass paths.
- Report gaps rather than silently proceeding with incomplete context.

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…