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Data Flow Analysis Framework

Design and implement data-flow analyses for compiler optimization

Installable skillMITBy a5c-aiUpdated Oct 30, 2026
INTENDED FORClaude CodeCodexOpenClawCursorInstall in a listed agent.

instructions.md

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name: data-flow-analysis-framework-83f37409d88a
description: Design and implement data-flow analyses for compiler optimization
allowed-tools:
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metadata:
  specialization: computer-science
  domain: science
  category: compiler-optimization
  phase: 6
graph:
  domains: [domain:computer-science]
  specializations: [specialization:theoretical-computer-science]
  skillAreas: [skill-area:compiler-implementation, skill-area:language-design, skill-area:graph-algorithms]
  workflows: [workflow:research-grant-lifecycle]
  roles: [role:research-engineer, role:computational-scientist]
---

# Data Flow Analysis Framework

## Purpose

Provides expert guidance on designing and implementing data-flow analyses for compiler optimization and program analysis.

## Capabilities

- Forward/backward analysis specification
- Lattice definition and verification
- Transfer function generation
- Fixpoint computation (worklist algorithm)
- Analysis soundness verification
- Interprocedural analysis

## Usage Guidelines

1. **Lattice Design**: Define abstract domain and lattice
2. **Transfer Functions**: Define transfer functions for statements
3. **Analysis Direction**: Specify forward or backward
4. **Fixpoint**: Implement worklist algorithm
5. **Verification**: Verify soundness of analysis

## Tools/Libraries

- LLVM
- GCC internals
- Soot
- WALA

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.