Skip to content

Add RISC-V architecture-specific string extraction support #75

Description

@unclesp1d3r

Overview

RISC-V is an emerging open-source instruction set architecture (ISA) that is rapidly gaining adoption across multiple domains including edge AI, datacenter accelerators, IoT, and cloud infrastructure. As of 2025, RISC-V has moved beyond niche/MCU applications with major industry players like Nvidia (CUDA support), Google, and AWS advancing RISC-V support.

This issue tracks the implementation of RISC-V architecture-specific features in Stringy's binary analysis capabilities to ensure optimal string extraction from RISC-V ELF binaries.

Context

StringyMcStringFace currently supports architecture-specific optimizations for:

  • ARM64: Pointer authentication, tagged pointers
  • x86-64: RIP-relative addressing hints

RISC-V binaries have unique characteristics that could benefit from specialized handling for more accurate string extraction and classification.

Current State

  • ✅ Basic RISC-V support: The goblin crate (v0.10.3) used by Stringy can parse RISC-V ELF binaries and expose machine constants (EM_RISCV)
  • ✅ ELF parsing: Existing ELF parser handles RISC-V ELF files generically
  • ⚠️ Architecture-specific optimizations: No RISC-V-specific string extraction heuristics implemented

Proposed Solution

Phase 1: Research & Documentation

  1. Analyze RISC-V binary patterns and string storage conventions
  2. Study RISC-V calling conventions and ABI specifications
  3. Identify RISC-V-specific sections or metadata that aid string classification
  4. Document findings and determine optimization opportunities

Phase 2: Implementation

Implement RISC-V-specific enhancements as appropriate:

  1. Relocation handling:

    • RISC-V uses specific relocation types (R_RISCV_*) that may affect string references
    • Consider handling compressed instructions (RVC extension) impact on string addressing
  2. String addressing patterns:

    • RISC-V uses PC-relative addressing for constants
    • Analyze AUIPC + ADDI instruction pairs for loading string addresses
    • Support for RISC-V's compressed instruction set (C extension) if relevant
  3. ABI-specific conventions:

    • RISC-V LP64/ILP32 ABI string parameter passing
    • Register conventions for string arguments (a0-a7)
  4. Section analysis:

    • Verify standard ELF section weights apply to RISC-V binaries
    • Adjust if RISC-V toolchains use different section naming conventions

Phase 3: Testing & Validation

  1. Create test fixtures with RISC-V binaries (32-bit and 64-bit)
  2. Compare extraction results with architecture-agnostic parsing
  3. Benchmark performance improvements
  4. Document any RISC-V-specific configuration options

Technical Considerations

RISC-V Variants

  • RV32: 32-bit base integer instruction set
  • RV64: 64-bit base integer instruction set
  • Extensions: C (compressed), M (multiply/divide), A (atomic), F/D (floating-point)
  • Different combinations may affect binary structure and string storage

Integration Points

  • Extend src/container/elf.rs with RISC-V architecture detection
  • Add RISC-V-specific classification logic if beneficial
  • Update documentation in docs/src/binary-formats.md with implementation details

Success Criteria

  • RISC-V binaries are detected and classified correctly
  • Architecture-specific optimizations (if any) are implemented and tested
  • Test coverage includes RV32 and RV64 binaries with various extensions
  • Documentation updated with RISC-V support details
  • Performance benchmarks compare favorably to generic ELF parsing

References

Notes

This issue is part of the broader effort to provide comprehensive cross-platform binary analysis. Given RISC-V's rapid adoption trajectory, early support positions Stringy as a forward-looking tool in the binary analysis ecosystem.

Related documentation: docs/src/binary-formats.md (Architecture-Specific Features section)

Activity

  1. traycerai commented on Nov 11, 2025

    @traycerai

    Plan

    Observations

    Stringy currently extracts strings generically by scanning sections and using basic heuristics. For RISC-V ELF binaries, opportunities exist to improve accuracy by analyzing RISC-V-specific relocation types (R_RISCV_) and instruction patterns like AUIPC + LOAD for PC-relative string references. The goblin crate supports RISC-V relocations, enabling targeted enhancements. This will better classify strings as code-referenced vs. static data, especially in RV64 binaries with compressed instructions.</parameter\n>\nLeverage the existing Architecture enum to dispatch RISC-V-specific logic in the string analyzer. Extend relocation processing to identify RISC-V string references and adjust string weights/classification. Implement pattern matching for common RISC-V addressing sequences without full disassembly. Update tests and docs to cover RV32/RV64 variants.</parameter\n>\nI reviewed the analyzer module structure, examined string extraction and relocation processing logic, researched RISC-V ELF psABI and relocation types via official specs, analyzed goblin's RISC-V support in ELF parsing, and identified integration points with the container parsers.</parameter\n>\n[\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/src/analyzer/string.rs",\n"newPath":"",\n"operation":"MODIFY",\n"isDirectory":false,\n"changes":"Add RISC-V specific string extraction logic. Create a RiscVStringAnalyzer struct or methods in the existing extractor.\n\n- When architecture is RiscV, scan relocations for types like R_RISCV_32, R_RISCV_64, R_RISCV_PCREL_HI20 (AUIPC), R_RISCV_PCREL_LO12 (load/add).\n- For PC-relative pairs, trace to string sections (.rodata) and boost confidence scores for those strings.\n- Handle compressed instructions if relocations indicate C extension.\n- Integrate with existing StringInfo by adding a referenced_by_riscv flag or adjusting weight.\n\nRefer to ContainerInfo for architecture and Relocation entries from ELF parser.",\n"referredFiles":["/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs", "/tmp/github/issues/64295955_1066763615_1762833887830/src/container/elf.rs"],\n"referredImageNames":[]\n},\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/src/container/elf.rs",\n"newPath":"",\n"operation":"MODIFY",\n"isDirectory":false,\n"changes":"Enhance relocation parsing for RISC-V specifics. Ensure all R_RISCV_ types are mapped to RelocationType enum variants (add if missing: RiscV32, RiscV64, RiscVPcRelHi20, RiscVPcRelLo12, etc.).\n\nIn parse_relocations(), use goblin::elf::reloc::R_RISCV constants to populate detailed type info.\n\nStore additional metadata like addend for PC-relative calcs to aid string tracing.\n\nUpdate ContainerInfo to include architecture-aware relocation summaries if beneficial.",\n"referredFiles":["/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs"],\n"referredImageNames":[]\n},\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs",\n"newPath":"",\n"operation":"MODIFY",\n"isDirectory":false,\n"changes":"Extend RelocationType enum with RISC-V specific variants:\n- RiscVHi20\n- RiscVLo12\n- RiscV32\n- RiscV64\n- RiscVPcRel\n- etc., based on goblin constants.\n\nAdd derives for serialization.\n\nOptionally, add RiscVExtension enum for C/M/A/F/D detection from ELF flags.",\n"referredFiles":[],\n"referredImageNames":[]\n},\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/tests/integration_riscv.rs",\n"newPath":"",\n"operation":"NEW",\n"isDirectory":false,\n"changes":"Create new integration test file for RISC-V binaries.\n\n- Generate or include test fixtures for RV32 and RV64 ELF binaries (e.g., simple 'hello world' with strings).\n- Assert that RISC-V architecture is detected.\n- Verify enhanced string extraction identifies PC-relative referenced strings with higher confidence.\n- Test relocation parsing for AUIPC/LOAD patterns.\n- Compare output with generic extraction to show improvements.",\n"referredFiles":["/tmp/github/issues/64295955_1066763615_1762833887830/src/analyzer/string.rs"],\n"referredImageNames":[]\n},\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/docs/src/binary-formats.md",\n"newPath":"",\n"operation":"MODIFY",\n"isDirectory":false,\n"changes":"Update Architecture-Specific Features section with RISC-V details:\n- Add subsection \"RISC-V Optimizations\" describing relocation-based string tracing and PC-relative addressing support.\n- List supported extensions (base RV32/RV64, C for compressed).\n- Include examples of improved string classification.\n- Reference RISC-V ELF psABI.",\n"referredFiles":[],\n"referredImageNames":[]\n},\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/README.md",\n"newPath":"",\n"operation":"MODIFY",\n"isDirectory":false,\n"changes":"Add to Features list: \"RISC-V specific string extraction (PC-relative references, relocations)\".\n\nUpdate Current Capabilities with bullet: \"RISC-V: Enhanced string analysis via AUIPC/LOAD patterns and R_RISCV relocations\".",\n"referredFiles":[],\n"referredImageNames":[]\n}\n]</parameter\n>\nmermaid\nsequenceDiagram\n participant Analyzer as String Analyzer\n participant Elf as ELF Parser\n participant Types as Types Module\n participant Goblin as Goblin\n\n Note over Analyzer: Detect Architecture::RiscV\n Analyzer->>Elf: Get relocations & sections\n Elf->>Goblin: Parse ELF relocs\n Goblin-->>Elf: R_RISCV_* types with addends\n Elf-->>Analyzer: Relocation list\n\n loop For each potential string ref\n Analyzer->>Types: Check RelocationType (e.g., RiscVHi20 + RiscVLo12)\n alt PC-relative pair detected\n Analyzer->>Analyzer: Calculate target address\n Analyzer->>Sections: Lookup string at address\n Analyzer->>StringInfo: Boost confidence, add riscv_ref flag\n end\n end\n \n Analyzer-->>User: Enhanced StringInfo list\n\n</parameter\n>\n\n> Why did the RISC-V string go to therapy?\n> It had too many relative issues with its PC!\n> \"I'm always loaded via AUIPC,\" it complained.\n> The therapist replied, \"Just add a LO12 and move on!\" 🖥️😂\n</parameter\n></xai:function_call\n><|control12|><xai:function_call name="implementation_plan">
    Stringy currently extracts strings generically by scanning sections and using basic heuristics. For RISC-V ELF binaries, opportunities exist to improve accuracy by analyzing RISC-V-specific relocation types (R_RISCV_*) and instruction patterns like AUIPC + LOAD for PC-relative string references. The goblin crate supports RISC-V relocations, enabling targeted enhancements. This will better classify strings as code-referenced vs. static data, especially in RV64 binaries with compressed instructions.

    Approach

    Leverage the existing Architecture enum to dispatch RISC-V-specific logic in the string analyzer. Extend relocation processing to identify RISC-V string references and adjust string weights/classification. Implement pattern matching for common RISC-V addressing sequences without full disassembly. Update tests and docs to cover RV32/RV64 variants.

    Reasoning

    I reviewed the analyzer module structure, examined string extraction and relocation processing logic, researched RISC-V ELF psABI and relocation types via official specs, analyzed goblin's RISC-V support in ELF parsing, and identified integration points with the container parsers.

    Proposed File Changes

    📄 src/analyzer/string.rs (NEW) 🔗

    References

    Add RISC-V specific string extraction logic. Create a RiscVStringAnalyzer struct or methods in the existing extractor.

    • When architecture is RiscV, scan relocations for types like R_RISCV_32, R_RISCV_64, R_RISCV_PCREL_HI20 (AUIPC), R_RISCV_PCREL_LO12 (load/add).
    • For PC-relative pairs, trace to string sections (.rodata) and boost confidence scores for those strings.
    • Handle compressed instructions if relocations indicate C extension.
    • Integrate with existing StringInfo by adding a referenced_by_riscv flag or adjusting weight.

    Refer to ContainerInfo for architecture and Relocation entries from ELF parser.

    📄 src/container/elf.rs (MODIFY) 🔗

    References

    Enhance relocation parsing for RISC-V specifics. Ensure all R_RISCV_* types are mapped to RelocationType enum variants (add if missing: RiscV32, RiscV64, RiscVPcRelHi20, RiscVPcRelLo12, etc.).

    In parse_relocations(), use goblin::elf::reloc::R_RISCV constants to populate detailed type info.

    Store additional metadata like addend for PC-relative calcs to aid string tracing.

    Update ContainerInfo to include architecture-aware relocation summaries if beneficial.

    📄 src/types.rs (MODIFY) 🔗

    Extend RelocationType enum with RISC-V specific variants:

    • RiscVHi20
    • RiscVLo12
    • RiscV32
    • RiscV64
    • RiscVPcRel
    • etc., based on goblin constants.

    Add derives for serialization.

    Optionally, add RiscVExtension enum for C/M/A/F/D detection from ELF flags.

    📄 tests/integration_riscv.rs (NEW) 🔗

    References

    Create new integration test file for RISC-V binaries.

    • Generate or include test fixtures for RV32 and RV64 ELF binaries (e.g., simple 'hello world' with strings).
    • Assert that RISC-V architecture is detected.
    • Verify enhanced string extraction identifies PC-relative referenced strings with higher confidence.
    • Test relocation parsing for AUIPC/LOAD patterns.
    • Compare output with generic extraction to show improvements.
    📄 docs/src/binary-formats.md (MODIFY) 🔗

    Update Architecture-Specific Features section with RISC-V details:

    • Add subsection "RISC-V Optimizations" describing relocation-based string tracing and PC-relative addressing support.
    • List supported extensions (base RV32/RV64, C for compressed).
    • Include examples of improved string classification.
    • Reference RISC-V ELF psABI.
    📄 README.md (MODIFY) 🔗

    Add to Features list: "RISC-V specific string extraction (PC-relative references, relocations)".

    Update Current Capabilities with bullet: "RISC-V: Enhanced string analysis via AUIPC/LOAD patterns and R_RISCV relocations".

    Import In IDE

    VSCode Icon Cursor Icon Windsurf Icon

    🤖 Prompt for AI Agents
    I have created the following plan after thorough exploration and analysis of the codebase. Follow the below plan verbatim. Trust the files and references. Do not re-verify what's written in the plan. Explore only when absolutely necessary. First implement all the proposed file changes and then I'll review all the changes together at the end.
    
    ### Observations
    
    Stringy currently extracts strings generically by scanning sections and using basic heuristics. For RISC-V ELF binaries, opportunities exist to improve accuracy by analyzing RISC-V-specific relocation types (R_RISCV_*) and instruction patterns like AUIPC + LOAD for PC-relative string references. The `goblin` crate supports RISC-V relocations, enabling targeted enhancements. This will better classify strings as code-referenced vs. static data, especially in RV64 binaries with compressed instructions.</parameter\n>\n<parameter name="approach">Leverage the existing `Architecture` enum to dispatch RISC-V-specific logic in the string analyzer. Extend relocation processing to identify RISC-V string references and adjust string weights/classification. Implement pattern matching for common RISC-V addressing sequences without full disassembly. Update tests and docs to cover RV32/RV64 variants.</parameter\n>\n<parameter name="howDidIGetHere">I reviewed the analyzer module structure, examined string extraction and relocation processing logic, researched RISC-V ELF psABI and relocation types via official specs, analyzed goblin's RISC-V support in ELF parsing, and identified integration points with the container parsers.</parameter\n>\n<parameter name="fileChanges">[\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/src/analyzer/string.rs\",\n\"newPath\":\"\",\n\"operation\":\"MODIFY\",\n\"isDirectory\":false,\n\"changes\":\"Add RISC-V specific string extraction logic. Create a `RiscVStringAnalyzer` struct or methods in the existing extractor.\n\n- When architecture is `RiscV`, scan relocations for types like `R_RISCV_32`, `R_RISCV_64`, `R_RISCV_PCREL_HI20` (AUIPC), `R_RISCV_PCREL_LO12` (load/add).\n- For PC-relative pairs, trace to string sections (.rodata) and boost confidence scores for those strings.\n- Handle compressed instructions if relocations indicate C extension.\n- Integrate with existing `StringInfo` by adding a `referenced_by_riscv` flag or adjusting `weight`.\n\nRefer to `ContainerInfo` for architecture and `Relocation` entries from ELF parser.\",\n\"referredFiles\":[\"/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs\", \"/tmp/github/issues/64295955_1066763615_1762833887830/src/container/elf.rs\"],\n\"referredImageNames\":[]\n},\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/src/container/elf.rs\",\n\"newPath\":\"\",\n\"operation\":\"MODIFY\",\n\"isDirectory\":false,\n\"changes\":\"Enhance relocation parsing for RISC-V specifics. Ensure all R_RISCV_* types are mapped to `RelocationType` enum variants (add if missing: `RiscV32`, `RiscV64`, `RiscVPcRelHi20`, `RiscVPcRelLo12`, etc.).\n\nIn `parse_relocations()`, use `goblin::elf::reloc::R_RISCV` constants to populate detailed type info.\n\nStore additional metadata like addend for PC-relative calcs to aid string tracing.\n\nUpdate `ContainerInfo` to include architecture-aware relocation summaries if beneficial.\",\n\"referredFiles\":[\"/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs\"],\n\"referredImageNames\":[]\n},\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs\",\n\"newPath\":\"\",\n\"operation\":\"MODIFY\",\n\"isDirectory\":false,\n\"changes\":\"Extend `RelocationType` enum with RISC-V specific variants:\n- `RiscVHi20`\n- `RiscVLo12`\n- `RiscV32`\n- `RiscV64`\n- `RiscVPcRel`\n- etc., based on goblin constants.\n\nAdd derives for serialization.\n\nOptionally, add `RiscVExtension` enum for C/M/A/F/D detection from ELF flags.\",\n\"referredFiles\":[],\n\"referredImageNames\":[]\n},\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/tests/integration_riscv.rs\",\n\"newPath\":\"\",\n\"operation\":\"NEW\",\n\"isDirectory\":false,\n\"changes\":\"Create new integration test file for RISC-V binaries.\n\n- Generate or include test fixtures for RV32 and RV64 ELF binaries (e.g., simple 'hello world' with strings).\n- Assert that RISC-V architecture is detected.\n- Verify enhanced string extraction identifies PC-relative referenced strings with higher confidence.\n- Test relocation parsing for AUIPC/LOAD patterns.\n- Compare output with generic extraction to show improvements.\",\n\"referredFiles\":[\"/tmp/github/issues/64295955_1066763615_1762833887830/src/analyzer/string.rs\"],\n\"referredImageNames\":[]\n},\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/docs/src/binary-formats.md\",\n\"newPath\":\"\",\n\"operation\":\"MODIFY\",\n\"isDirectory\":false,\n\"changes\":\"Update Architecture-Specific Features section with RISC-V details:\n- Add subsection \\\"RISC-V Optimizations\\\" describing relocation-based string tracing and PC-relative addressing support.\n- List supported extensions (base RV32/RV64, C for compressed).\n- Include examples of improved string classification.\n- Reference RISC-V ELF psABI.\",\n\"referredFiles\":[],\n\"referredImageNames\":[]\n},\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/README.md\",\n\"newPath\":\"\",\n\"operation\":\"MODIFY\",\n\"isDirectory\":false,\n\"changes\":\"Add to Features list: \\\"RISC-V specific string extraction (PC-relative references, relocations)\\\".\n\nUpdate Current Capabilities with bullet: \\\"RISC-V: Enhanced string analysis via AUIPC/LOAD patterns and R_RISCV relocations\\\".\",\n\"referredFiles\":[],\n\"referredImageNames\":[]\n}\n]</parameter\n>\n<parameter name="mermaid">```mermaid\nsequenceDiagram\n    participant Analyzer as String Analyzer\n    participant Elf as ELF Parser\n    participant Types as Types Module\n    participant Goblin as Goblin\n\n    Note over Analyzer: Detect Architecture::RiscV\n    Analyzer->>Elf: Get relocations & sections\n    Elf->>Goblin: Parse ELF relocs\n    Goblin-->>Elf: R_RISCV_* types with addends\n    Elf-->>Analyzer: Relocation list\n\n    loop For each potential string ref\n        Analyzer->>Types: Check RelocationType (e.g., RiscVHi20 + RiscVLo12)\n        alt PC-relative pair detected\n            Analyzer->>Analyzer: Calculate target address\n            Analyzer->>Sections: Lookup string at address\n            Analyzer->>StringInfo: Boost confidence, add riscv_ref flag\n        end\n    end\n    \n    Analyzer-->>User: Enhanced StringInfo list\n```\n</parameter\n>\n<parameter name="joke">\n> Why did the RISC-V string go to therapy?\n> It had too many relative issues with its PC!\n> \\\"I'm always loaded via AUIPC,\\\" it complained.\n> The therapist replied, \\\"Just add a LO12 and move on!\\\" 🖥️😂\n</parameter\n></xai:function_call\n><|control12|><xai:function_call name="implementation_plan">
    <parameter name="observations">Stringy currently extracts strings generically by scanning sections and using basic heuristics. For RISC-V ELF binaries, opportunities exist to improve accuracy by analyzing RISC-V-specific relocation types (R_RISCV_*) and instruction patterns like AUIPC + LOAD for PC-relative string references. The `goblin` crate supports RISC-V relocations, enabling targeted enhancements. This will better classify strings as code-referenced vs. static data, especially in RV64 binaries with compressed instructions.
    
    ### Approach
    
    Leverage the existing `Architecture` enum to dispatch RISC-V-specific logic in the string analyzer. Extend relocation processing to identify RISC-V string references and adjust string weights/classification. Implement pattern matching for common RISC-V addressing sequences without full disassembly. Update tests and docs to cover RV32/RV64 variants.
    
    ### Reasoning
    
    I reviewed the analyzer module structure, examined string extraction and relocation processing logic, researched RISC-V ELF psABI and relocation types via official specs, analyzed goblin's RISC-V support in ELF parsing, and identified integration points with the container parsers.
    
    ## Proposed File Changes
    
    ### src/analyzer/string.rs(NEW)
    
    References: 
    
    - src/types.rs(MODIFY)
    - src/container/elf.rs(MODIFY)
    
    Add RISC-V specific string extraction logic. Create a `RiscVStringAnalyzer` struct or methods in the existing extractor.
    
    - When architecture is `RiscV`, scan relocations for types like `R_RISCV_32`, `R_RISCV_64`, `R_RISCV_PCREL_HI20` (AUIPC), `R_RISCV_PCREL_LO12` (load/add).
    - For PC-relative pairs, trace to string sections (.rodata) and boost confidence scores for those strings.
    - Handle compressed instructions if relocations indicate C extension.
    - Integrate with existing `StringInfo` by adding a `referenced_by_riscv` flag or adjusting `weight`.
    
    Refer to `ContainerInfo` for architecture and `Relocation` entries from ELF parser.
    
    ### src/container/elf.rs(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    
    Enhance relocation parsing for RISC-V specifics. Ensure all R_RISCV_* types are mapped to `RelocationType` enum variants (add if missing: `RiscV32`, `RiscV64`, `RiscVPcRelHi20`, `RiscVPcRelLo12`, etc.).
    
    In `parse_relocations()`, use `goblin::elf::reloc::R_RISCV` constants to populate detailed type info.
    
    Store additional metadata like addend for PC-relative calcs to aid string tracing.
    
    Update `ContainerInfo` to include architecture-aware relocation summaries if beneficial.
    
    ### src/types.rs(MODIFY)
    
    Extend `RelocationType` enum with RISC-V specific variants:
    - `RiscVHi20`
    - `RiscVLo12`
    - `RiscV32`
    - `RiscV64`
    - `RiscVPcRel`
    - etc., based on goblin constants.
    
    Add derives for serialization.
    
    Optionally, add `RiscVExtension` enum for C/M/A/F/D detection from ELF flags.
    
    ### tests/integration_riscv.rs(NEW)
    
    References: 
    
    - src/analyzer/string.rs(NEW)
    
    Create new integration test file for RISC-V binaries.
    
    - Generate or include test fixtures for RV32 and RV64 ELF binaries (e.g., simple 'hello world' with strings).
    - Assert that RISC-V architecture is detected.
    - Verify enhanced string extraction identifies PC-relative referenced strings with higher confidence.
    - Test relocation parsing for AUIPC/LOAD patterns.
    - Compare output with generic extraction to show improvements.
    
    ### docs/src/binary-formats.md(MODIFY)
    
    Update Architecture-Specific Features section with RISC-V details:
    - Add subsection "RISC-V Optimizations" describing relocation-based string tracing and PC-relative addressing support.
    - List supported extensions (base RV32/RV64, C for compressed).
    - Include examples of improved string classification.
    - Reference RISC-V ELF psABI.
    
    ### README.md(MODIFY)
    
    Add to Features list: "RISC-V specific string extraction (PC-relative references, relocations)".
    
    Update Current Capabilities with bullet: "RISC-V: Enhanced string analysis via AUIPC/LOAD patterns and R_RISCV relocations".

    Developer Humor

    Why did the RISC-V string go to therapy?\n> It had too many relative issues with its PC!\n> \I'm always loaded via AUIPC,\ it complained.\n> The therapist replied, \Just add a LO12 and move on!\ 🖥️😂


    Execution Information

    Branch: main
    Commit: 08cd31b


    💡 Tips

    Supported Commands (Inside Comments)

    • Use @traycerai generate to iterate on the previous version of the implementation plan.

    Supported Commands (Inside Description)

    • Add @traycerai ignore anywhere in the ticket description to prevent this ticket from being processed.
    • Add @traycerai branch:<branch-name> anywhere in the ticket description to specify the target branch for the implementation plan.

    Community

    • Join our Discord Community to get help, request features, and share feedback.
    • Follow us on X/Twitter for updates and announcements.
  2. unclesp1d3r commented on Nov 11, 2025

    @unclesp1d3r
    MemberAuthor

    @coderabbitai Enhance this issue body with additional context and a proposed solution. Improve the issue title and assign the proper labels and other metadata.

  3. changed the title [-]RISC-V: Emerging architecture support[/-] [+]Add RISC-V architecture-specific string extraction support[/+] on Nov 11, 2025
  4. added
    area:analyzerBinary analyzer functionality
    epicLarge feature or initiative spanning multiple tasks
    on Nov 11, 2025
  5. coderabbitai commented on Nov 11, 2025

    @coderabbitai
    Contributor

    Tip

    For best results, initiate chat on the files or code changes.

    🧩 Analysis chain

    🏁 Script executed:

    #!/bin/bash
    # Get the current issue details
    gh issue view 75 --json title,body,labels,assignees,milestone,state --repo EvilBit-Labs/StringyMcStringFace
    

    Length of output: 118


    🏁 Script executed:

    #!/bin/bash
    # Search for any existing RISC-V related code or configuration
    rg -i "risc.?v" -C 3
    
    # Search for architecture-related patterns
    rg -i "architecture|arch|platform" -g "*.{rb,yml,yaml,json,md}" -C 2 | head -100
    

    Length of output: 7441


    🏁 Script executed:

    #!/bin/bash
    # Check the project structure and main files
    ls -la
    
    # Check if there's a README
    cat README.md 2>/dev/null || echo "No README.md found"
    

    Length of output: 9270


    🏁 Script executed:

    #!/bin/bash
    # Check for architecture-specific handling in the codebase
    rg -n "arm64|aarch64|x86_64|x86|riscv" --type rust -C 3 | head -150
    

    Length of output: 5583


    🏁 Script executed:

    #!/bin/bash
    # Check Cargo.toml for goblin version and other dependencies
    cat Cargo.toml
    

    Length of output: 1037


    🏁 Script executed:

    #!/bin/bash
    # Look for any existing architecture detection or handling code
    rg -n "Architecture|Machine|arch" --type rust -C 3 | head -100
    

    Length of output: 4268


    🌐 Web query:

    goblin crate RISC-V support Rust
    

    💡 Result:

    Yes — goblin can parse RISC‑V ELF binaries. Its ELF parser is generic (ELF32/64) and exposes machine constants (including EM_RISCV), so goblin will recognize and parse RISC‑V ELF files. [1][2]

    Sources:

    • goblin crate (ELF parser docs). [1]
    • Listing showing EM_RISCV constant in the goblin headers (goblin-experimental/all items). [2]

    🌐 Web query:

    RISC-V architecture adoption 2025
    

    💡 Result:

    Snapshot — RISC‑V adoption (2025)

    • Momentum: RISC‑V moved from niche/MCU use into edge AI, datacenter accelerators and more general-purpose designs in 2025; multiple vendors and cloud/AI players increased support. [1][2][3]
    • Major industry moves: Nvidia announced CUDA support for RISC‑V (enabling RISC‑V CPUs as host processors for CUDA systems); Google, AWS and other large cloud/AI firms publicly advanced RISC‑V work and tools. [1][3][4]
    • Policy & regional drivers: China published/advanced policies to accelerate RISC‑V use as an alternative to Western ISAs, boosting domestic adoption and vendor activity. [5]
    • Market sizing / forecasts: Analysts and industry groups in 2025 reported strong growth expectations (multi‑billion market by early 2030s) and RISC‑V International/SHD Group signaled RISC‑V silicon penetration reaching ~25% in reported updates announced at RISC‑V Summit (analysis details still being published). [2][6][7]
    • Ecosystem: Expansion in silicon vendors (SiFive, Andes, Codasip, StarFive, etc.), IP/tooling, and foundry/IDM moves (e.g., GlobalFoundries/MIPS activity) increased commercialization pathways. [6][4]

    If you want, I can: (a) pull the most recent market reports and concrete shipment/revenue numbers, or (b) prepare a one‑page brief on RISC‑V adoption by sector (IoT, automotive, edge AI, cloud) with dates and sources.

    Sources: [1] Tom’s Hardware / Nvidia CUDA support (2025). [2] RISC‑V International / SHD Group announcement coverage (Oct 2025). [3] RISC‑V International newsletter (Oct 2025). [4] Industry news on vendor deals (GlobalFoundries / MIPS, 2025). [5] Reuters — China policy to boost RISC‑V (Mar 2025). [6] Market reports (GM Insights / SNS Insider / market analyses, 2025–2026).


    🏁 Script executed:

    #!/bin/bash
    # Check for any architecture-specific string extraction or analysis patterns
    rg -n "pointer.?auth|tagged.?pointer|rip.?relative" --type rust -C 3
    

    Length of output: 0


    🏁 Script executed:

    #!/bin/bash
    # Check the binary-formats.md to understand what architecture support means
    cat docs/src/binary-formats.md
    

    Length of output: 16557


    🏁 Script executed:

    #!/bin/bash
    # List available labels in the repository
    gh label list --repo EvilBit-Labs/StringyMcStringFace --limit 100
    

    Length of output: 1519


    🏁 Script executed:

    #!/bin/bash
    # Update the issue with enhanced content
    gh issue edit 75 \
      --repo EvilBit-Labs/StringyMcStringFace \
      --title "Add RISC-V architecture-specific string extraction support" \
      --body "## Overview
    
    RISC-V is an emerging open-source instruction set architecture (ISA) that is rapidly gaining adoption across multiple domains including edge AI, datacenter accelerators, IoT, and cloud infrastructure. As of 2025, RISC-V has moved beyond niche/MCU applications with major industry players like Nvidia (CUDA support), Google, and AWS advancing RISC-V support.
    
    This issue tracks the implementation of RISC-V architecture-specific features in Stringy's binary analysis capabilities to ensure optimal string extraction from RISC-V ELF binaries.
    
    ## Context
    
    StringyMcStringFace currently supports architecture-specific optimizations for:
    - **ARM64**: Pointer authentication, tagged pointers
    - **x86-64**: RIP-relative addressing hints
    
    RISC-V binaries have unique characteristics that could benefit from specialized handling for more accurate string extraction and classification.
    
    ## Current State
    
    - ✅ **Basic RISC-V support**: The \`goblin\` crate (v0.10.3) used by Stringy can parse RISC-V ELF binaries and expose machine constants (EM_RISCV)
    - ✅ **ELF parsing**: Existing ELF parser handles RISC-V ELF files generically
    - ⚠️ **Architecture-specific optimizations**: No RISC-V-specific string extraction heuristics implemented
    
    ## Proposed Solution
    
    ### Phase 1: Research & Documentation
    1. Analyze RISC-V binary patterns and string storage conventions
    2. Study RISC-V calling conventions and ABI specifications
    3. Identify RISC-V-specific sections or metadata that aid string classification
    4. Document findings and determine optimization opportunities
    
    ### Phase 2: Implementation
    Implement RISC-V-specific enhancements as appropriate:
    
    1. **Relocation handling**: 
       - RISC-V uses specific relocation types (R_RISCV_*) that may affect string references
       - Consider handling compressed instructions (RVC extension) impact on string addressing
    
    2. **String addressing patterns**:
       - RISC-V uses PC-relative addressing for constants
       - Analyze AUIPC + ADDI instruction pairs for loading string addresses
       - Support for RISC-V's compressed instruction set (C extension) if relevant
    
    3. **ABI-specific conventions**:
       - RISC-V LP64/ILP32 ABI string parameter passing
       - Register conventions for string arguments (a0-a7)
    
    4. **Section analysis**:
       - Verify standard ELF section weights apply to RISC-V binaries
       - Adjust if RISC-V toolchains use different section naming conventions
    
    ### Phase 3: Testing & Validation
    1. Create test fixtures with RISC-V binaries (32-bit and 64-bit)
    2. Compare extraction results with architecture-agnostic parsing
    3. Benchmark performance improvements
    4. Document any RISC-V-specific configuration options
    
    ## Technical Considerations
    
    ### RISC-V Variants
    - **RV32**: 32-bit base integer instruction set
    - **RV64**: 64-bit base integer instruction set  
    - **Extensions**: C (compressed), M (multiply/divide), A (atomic), F/D (floating-point)
    - Different combinations may affect binary structure and string storage
    
    ### Integration Points
    - Extend \`src/container/elf.rs\` with RISC-V architecture detection
    - Add RISC-V-specific classification logic if beneficial
    - Update documentation in \`docs/src/binary-formats.md\` with implementation details
    
    ## Success Criteria
    
    - [ ] RISC-V binaries are detected and classified correctly
    - [ ] Architecture-specific optimizations (if any) are implemented and tested
    - [ ] Test coverage includes RV32 and RV64 binaries with various extensions
    - [ ] Documentation updated with RISC-V support details
    - [ ] Performance benchmarks compare favorably to generic ELF parsing
    
    ## References
    
    - RISC-V ISA Specification: https://riscv.org/technical/specifications/
    - RISC-V ELF psABI: https://github.com/riscv-non-isa/riscv-elf-psabi-doc
    - goblin ELF documentation: https://docs.rs/goblin/latest/goblin/elf/
    
    ## Notes
    
    This issue is part of the broader effort to provide comprehensive cross-platform binary analysis. Given RISC-V's rapid adoption trajectory, early support positions Stringy as a forward-looking tool in the binary analysis ecosystem.
    
    Related documentation: \`docs/src/binary-formats.md\` (Architecture-Specific Features section)"
    

    Length of output: 61


    🏁 Script executed:

    #!/bin/bash
    # Add labels to the issue
    gh issue edit 75 \
      --repo EvilBit-Labs/StringyMcStringFace \
      --add-label "enhancement,area:analyzer,priority:medium,needs:tests,epic"
    

    Length of output: 61


    🏁 Script executed:

    #!/bin/bash
    # Assign the issue to unclesp1d3r
    gh issue edit 75 \
      --repo EvilBit-Labs/StringyMcStringFace \
      --add-assignee unclesp1d3r
    

    Length of output: 61


    @unclesp1d3r, I've successfully enhanced issue #75 with comprehensive details. Here's what was updated:

    📝 Issue Title

    Changed from:

    • "RISC-V: Emerging architecture support"

    To:

    • "Add RISC-V architecture-specific string extraction support"

    📄 Issue Body

    Added a comprehensive description including:

    • Overview: Context about RISC-V's rapid adoption in 2025 (Nvidia CUDA support, major cloud providers)
    • Current State: Notes that goblin crate already supports RISC-V ELF parsing, but architecture-specific optimizations are needed
    • Proposed Solution: Three-phase approach
      • Phase 1: Research & Documentation
      • Phase 2: Implementation (relocation handling, string addressing patterns, ABI conventions, section analysis)
      • Phase 3: Testing & Validation
    • Technical Considerations: RISC-V variants (RV32/RV64), extensions (C, M, A, F/D), and integration points
    • Success Criteria: Checklist for tracking completion
    • References: Links to RISC-V specifications and documentation

    🏷️ Labels Applied

    • enhancement - New feature request
    • area:analyzer - Binary analyzer functionality
    • priority:medium - Medium priority
    • needs:tests - Requires test coverage
    • epic - Large feature spanning multiple tasks

    👤 Assignment

    • Assigned to: unclesp1d3r

    You can view the updated issue here: #75

    The issue now provides a clear roadmap for implementing RISC-V support, starting with research to determine if architecture-specific optimizations are beneficial, followed by implementation and comprehensive testing.

  6. traycerai commented on Nov 11, 2025

    @traycerai

    I have updated the Implementation Plan to reflect the recent changes in the ticket.

    Previous Plan

    Observations

    The codebase currently detects binary formats (ELF/PE/Mach-O) but doesn't expose CPU architecture information (x86, ARM, RISC-V, etc.). The goblin crate already provides architecture detection capabilities through header fields (e_machine for ELF, machine type for PE, cpu type for Mach-O). RISC-V is an emerging open-source architecture (EM_RISCV = 243 in ELF) that's gaining adoption in embedded systems, IoT, and server markets. Adding architecture support will enhance binary analysis context and enable architecture-specific filtering.

    Approach

    Introduce a new Architecture enum to represent CPU architectures, extract architecture information during container parsing using goblin's existing header fields, and propagate this metadata through ContainerInfo to output formats. This follows the existing pattern of format detection and maintains the trait-based parser architecture.

    Reasoning

    I explored the repository structure, examined the container parsers (elf.rs, pe.rs, macho.rs), reviewed the type definitions in types.rs, checked the documentation, and researched goblin's architecture detection capabilities. The codebase is well-structured with clear separation between format detection and parsing, making architecture support a natural extension.

    Proposed File Changes

    📄 src/types.rs (MODIFY) 🔗

    Add a new Architecture enum to represent CPU architectures with variants for common architectures:

    • RiscV (32-bit and 64-bit variants)
    • X86 (32-bit)
    • X86_64 (64-bit)
    • Arm (32-bit)
    • Aarch64 (ARM 64-bit)
    • Mips
    • PowerPc
    • Unknown (fallback for unsupported architectures)

    Implement Display trait for human-readable output (e.g., "riscv64", "x86_64", "arm").

    Add Serialize and Deserialize derives for JSON output support.

    Update the ContainerInfo struct to include a new architecture field of type Architecture. Since ContainerInfo is marked #[non_exhaustive], this is a non-breaking change. Update the ContainerInfo::new() constructor to accept the architecture parameter.

    Consider adding an optional architecture_details field (e.g., Option<String>) for format-specific details like RISC-V ABI flags, ARM architecture version, or x86 feature flags. This provides extensibility without complicating the basic enum.

    📄 src/container/elf.rs (MODIFY) 🔗

    References

    Add architecture detection in the ElfParser::parse() method by reading elf.header.e_machine field.

    Create a helper method detect_architecture() that maps goblin's ELF machine constants to the new Architecture enum:

    • header::EM_RISCV (243) → Architecture::RiscV
    • header::EM_X86_64 (62) → Architecture::X86_64
    • header::EM_386 (3) → Architecture::X86
    • header::EM_AARCH64 (183) → Architecture::Aarch64
    • header::EM_ARM (40) → Architecture::Arm
    • header::EM_MIPS (8) → Architecture::Mips
    • header::EM_PPC64 (21) → Architecture::PowerPc
    • Default → Architecture::Unknown

    Use elf.header.container() to distinguish between 32-bit and 64-bit RISC-V variants if needed.

    Optionally extract e_flags for RISC-V to capture ABI information (RV32/RV64, float ABI) and store in architecture_details.

    Update the ContainerInfo::new() call to include the detected architecture.

    Add unit tests verifying architecture detection constants match goblin's definitions.

    📄 src/container/pe.rs (MODIFY) 🔗

    References

    Add architecture detection in the PeParser::parse() method by reading the PE COFF header's machine field.

    Create a helper method detect_architecture() that maps PE machine types to the Architecture enum:

    • goblin::pe::header::COFF_MACHINE_X86_64 (0x8664) → Architecture::X86_64
    • goblin::pe::header::COFF_MACHINE_X86 (0x14c) → Architecture::X86
    • goblin::pe::header::COFF_MACHINE_ARM64 (0xaa64) → Architecture::Aarch64
    • goblin::pe::header::COFF_MACHINE_ARM (0x1c0) → Architecture::Arm
    • goblin::pe::header::COFF_MACHINE_RISCV64 (0x5064) → Architecture::RiscV (64-bit)
    • goblin::pe::header::COFF_MACHINE_RISCV32 (0x5032) → Architecture::RiscV (32-bit)
    • Default → Architecture::Unknown

    Access the machine type via pe.header.coff_header.machine.

    Update the ContainerInfo::new() call to include the detected architecture.

    Add unit tests for PE architecture detection, particularly for RISC-V PE binaries which are emerging in Windows IoT scenarios.

    📄 src/container/macho.rs (MODIFY) 🔗

    References

    Add architecture detection in the MachoParser::parse_single_macho() method by reading the Mach-O header's CPU type.

    Create a helper method detect_architecture() that maps Mach-O CPU types to the Architecture enum:

    • goblin::mach::cputype::CPU_TYPE_X86_64 → Architecture::X86_64
    • goblin::mach::cputype::CPU_TYPE_X86 → Architecture::X86
    • goblin::mach::cputype::CPU_TYPE_ARM64 → Architecture::Aarch64
    • goblin::mach::cputype::CPU_TYPE_ARM → Architecture::Arm
    • goblin::mach::cputype::CPU_TYPE_POWERPC64 → Architecture::PowerPc
    • Default → Architecture::Unknown

    Access the CPU type via macho.header.cputype().

    For fat binaries in parse_fat_binary(), consider extracting architecture from the FatArch structure before parsing. The current implementation only parses the first architecture, but the architecture metadata should reflect which one was selected.

    Update the ContainerInfo::new() call to include the detected architecture.

    Add a TODO comment noting that full fat binary support should expose all architectures, not just the first one.

    Add unit tests for Mach-O architecture detection across different CPU types.

    📄 src/lib.rs (MODIFY) 🔗

    References

    Update the re-exports section to include the new Architecture enum from types module.

    Add Architecture to the public API alongside existing exports like BinaryFormat, ContainerInfo, etc.

    Update the module documentation to mention architecture detection as a completed feature in the "Current Implementation Status" section.

    Update the "Basic Usage" example to demonstrate accessing the architecture field from ContainerInfo.

    📄 src/output/mod.rs (MODIFY) 🔗

    References

    Ensure that output formatters include the architecture field when displaying or serializing ContainerInfo.

    For JSON output, the architecture will be automatically included due to the Serialize derive on ContainerInfo.

    For human-readable output, add architecture information to the binary metadata summary (e.g., "Format: ELF, Architecture: riscv64").

    Consider adding a --filter-arch CLI option in future iterations to filter analysis by architecture.

    📄 docs/src/architecture.md (MODIFY) 🔗

    References

    Update the documentation to reflect architecture detection support.

    In the "Container Module" section, add architecture detection to the list of implemented features:

    • Add "Architecture Detection" with checkmark (✅ Implemented)
    • Document supported architectures: x86, x86_64, ARM, AArch64, RISC-V, MIPS, PowerPC

    Update the "Supported Formats" table to include an "Architecture Support" column showing which architectures are supported for each format:

    • ELF: All architectures (most common)
    • PE: x86, x86_64, ARM, AArch64, RISC-V (Windows IoT)
    • Mach-O: x86_64, ARM, AArch64 (Apple Silicon)

    Add a new subsection "Architecture Detection" explaining:

    • How architecture is detected from binary headers
    • The Architecture enum and its variants
    • RISC-V support and its significance as an emerging architecture
    • How architecture information flows through the analysis pipeline

    Update the "Data Flow" section to show architecture being extracted during the "Binary Analysis Phase".

    Add examples showing how to access architecture information from ContainerInfo.

    📄 README.md (MODIFY) 🔗

    Update the "Features" section to include architecture detection:

    • Add "Architecture detection: x86, x86_64, ARM, AArch64, RISC-V, MIPS, PowerPC" to the feature list

    Update the "Current Capabilities" section to mention architecture detection:

    • Add bullet point: "Architecture Detection: Automatically identify CPU architecture from binary headers"
    • Mention RISC-V support as part of emerging architecture support

    Optionally add a brief note in the "Development Status" section highlighting that architecture detection is now complete.

    Consider adding an example in the "Example Output" section showing architecture information in both human-readable and JSON formats.

    📄 tests/integration_elf.rs (MODIFY) 🔗

    References

    Add integration tests for ELF architecture detection.

    Extend existing tests to verify that the container_info.architecture field is correctly populated.

    For the existing test_binary_elf fixture, assert that the architecture matches the expected value based on the test binary's compilation target.

    Consider adding a test case specifically for RISC-V ELF binaries if a RISC-V test fixture can be generated or obtained. Document how to generate RISC-V test binaries using cross-compilation tools (e.g., riscv64-linux-gnu-gcc).

    Test that Architecture::Unknown is returned for unsupported or exotic architectures.

    📄 tests/integration_pe.rs (MODIFY) 🔗

    References

    Add integration tests for PE architecture detection.

    Extend existing tests to verify that the container_info.architecture field is correctly populated for PE binaries.

    For the existing PE test fixtures, assert that the architecture matches the expected value (likely Architecture::X86_64 for the MinGW-compiled test binaries).

    Add documentation comments explaining how to generate PE binaries for different architectures, particularly RISC-V PE binaries for Windows IoT scenarios (though these may be difficult to obtain currently).

    📄 tests/integration_macho.rs (MODIFY) 🔗

    References

    Add integration tests for Mach-O architecture detection.

    Extend existing tests to verify that the container_info.architecture field is correctly populated for Mach-O binaries.

    For the existing test_binary_macho fixture, assert that the architecture matches the expected value.

    If testing on Apple Silicon, verify that ARM64 (AArch64) binaries are correctly detected.

    For fat binaries, verify that the architecture reflects the selected architecture (currently the first one in the fat binary).

    📄 Cargo.toml (MODIFY) 🔗

    Verify that the goblin dependency version (currently 0.10.3) supports all the architecture constants needed, particularly EM_RISCV for ELF and RISC-V machine types for PE.

    Check the goblin changelog to ensure RISC-V support is included. If not, consider updating to a newer version that includes comprehensive RISC-V support.

    No changes are likely needed if the current version already supports RISC-V, but this verification step is important.

    Diagram

    sequenceDiagram
        participant User
        participant Parser as Container Parser
        participant Goblin as Goblin Crate
        participant Types as Architecture Enum
        participant Output as Output Module
    
        User->>Parser: parse(binary_data)
        Parser->>Goblin: Object::parse(data)
        Goblin-->>Parser: ELF/PE/Mach-O object
        
        Parser->>Goblin: Read header.e_machine (ELF)<br/>or coff_header.machine (PE)<br/>or header.cputype (Mach-O)
        Goblin-->>Parser: Machine type value
        
        Parser->>Types: Map to Architecture enum
        Note over Parser,Types: EM_RISCV (243) → Architecture::RiscV<br/>EM_X86_64 (62) → Architecture::X86_64<br/>etc.
        Types-->>Parser: Architecture variant
        
        Parser->>Parser: Create ContainerInfo with<br/>format, sections, imports,<br/>exports, architecture
        Parser-->>User: ContainerInfo
        
        User->>Output: Format output (JSON/Human)
        Output->>Output: Include architecture field
        Output-->>User: "Format: ELF, Architecture: riscv64"
    
    Loading

    Import In IDE

    VSCode Icon Cursor Icon Windsurf Icon

    🤖 Prompt for AI Agents
    I have created the following plan after thorough exploration and analysis of the codebase. Follow the below plan verbatim. Trust the files and references. Do not re-verify what's written in the plan. Explore only when absolutely necessary. First implement all the proposed file changes and then I'll review all the changes together at the end.
    
    ### Observations
    
    The codebase currently detects **binary formats** (ELF/PE/Mach-O) but doesn't expose **CPU architecture** information (x86, ARM, RISC-V, etc.). The `goblin` crate already provides architecture detection capabilities through header fields (`e_machine` for ELF, machine type for PE, cpu type for Mach-O). RISC-V is an emerging open-source architecture (EM_RISCV = 243 in ELF) that's gaining adoption in embedded systems, IoT, and server markets. Adding architecture support will enhance binary analysis context and enable architecture-specific filtering.
    
    ### Approach
    
    Introduce a new `Architecture` enum to represent CPU architectures, extract architecture information during container parsing using goblin's existing header fields, and propagate this metadata through `ContainerInfo` to output formats. This follows the existing pattern of format detection and maintains the trait-based parser architecture.
    
    ### Reasoning
    
    I explored the repository structure, examined the container parsers (`elf.rs`, `pe.rs`, `macho.rs`), reviewed the type definitions in `types.rs`, checked the documentation, and researched goblin's architecture detection capabilities. The codebase is well-structured with clear separation between format detection and parsing, making architecture support a natural extension.
    
    ## Mermaid Diagram
    
    sequenceDiagram
        participant User
        participant Parser as Container Parser
        participant Goblin as Goblin Crate
        participant Types as Architecture Enum
        participant Output as Output Module
    
        User->>Parser: parse(binary_data)
        Parser->>Goblin: Object::parse(data)
        Goblin-->>Parser: ELF/PE/Mach-O object
        
        Parser->>Goblin: Read header.e_machine (ELF)<br/>or coff_header.machine (PE)<br/>or header.cputype (Mach-O)
        Goblin-->>Parser: Machine type value
        
        Parser->>Types: Map to Architecture enum
        Note over Parser,Types: EM_RISCV (243) → Architecture::RiscV<br/>EM_X86_64 (62) → Architecture::X86_64<br/>etc.
        Types-->>Parser: Architecture variant
        
        Parser->>Parser: Create ContainerInfo with<br/>format, sections, imports,<br/>exports, architecture
        Parser-->>User: ContainerInfo
        
        User->>Output: Format output (JSON/Human)
        Output->>Output: Include architecture field
        Output-->>User: "Format: ELF, Architecture: riscv64"
    
    ## Proposed File Changes
    
    ### src/types.rs(MODIFY)
    
    Add a new `Architecture` enum to represent CPU architectures with variants for common architectures:
    
    - **RiscV** (32-bit and 64-bit variants)
    - **X86** (32-bit)
    - **X86_64** (64-bit)
    - **Arm** (32-bit)
    - **Aarch64** (ARM 64-bit)
    - **Mips**
    - **PowerPc**
    - **Unknown** (fallback for unsupported architectures)
    
    Implement `Display` trait for human-readable output (e.g., "riscv64", "x86_64", "arm").
    
    Add `Serialize` and `Deserialize` derives for JSON output support.
    
    Update the `ContainerInfo` struct to include a new `architecture` field of type `Architecture`. Since `ContainerInfo` is marked `#[non_exhaustive]`, this is a non-breaking change. Update the `ContainerInfo::new()` constructor to accept the architecture parameter.
    
    Consider adding an optional `architecture_details` field (e.g., `Option<String>`) for format-specific details like RISC-V ABI flags, ARM architecture version, or x86 feature flags. This provides extensibility without complicating the basic enum.
    
    ### src/container/elf.rs(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    
    Add architecture detection in the `ElfParser::parse()` method by reading `elf.header.e_machine` field.
    
    Create a helper method `detect_architecture()` that maps goblin's ELF machine constants to the new `Architecture` enum:
    
    - `header::EM_RISCV` (243) → `Architecture::RiscV`
    - `header::EM_X86_64` (62) → `Architecture::X86_64`
    - `header::EM_386` (3) → `Architecture::X86`
    - `header::EM_AARCH64` (183) → `Architecture::Aarch64`
    - `header::EM_ARM` (40) → `Architecture::Arm`
    - `header::EM_MIPS` (8) → `Architecture::Mips`
    - `header::EM_PPC64` (21) → `Architecture::PowerPc`
    - Default → `Architecture::Unknown`
    
    Use `elf.header.container()` to distinguish between 32-bit and 64-bit RISC-V variants if needed.
    
    Optionally extract `e_flags` for RISC-V to capture ABI information (RV32/RV64, float ABI) and store in `architecture_details`.
    
    Update the `ContainerInfo::new()` call to include the detected architecture.
    
    Add unit tests verifying architecture detection constants match goblin's definitions.
    
    ### src/container/pe.rs(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    
    Add architecture detection in the `PeParser::parse()` method by reading the PE COFF header's machine field.
    
    Create a helper method `detect_architecture()` that maps PE machine types to the `Architecture` enum:
    
    - `goblin::pe::header::COFF_MACHINE_X86_64` (0x8664) → `Architecture::X86_64`
    - `goblin::pe::header::COFF_MACHINE_X86` (0x14c) → `Architecture::X86`
    - `goblin::pe::header::COFF_MACHINE_ARM64` (0xaa64) → `Architecture::Aarch64`
    - `goblin::pe::header::COFF_MACHINE_ARM` (0x1c0) → `Architecture::Arm`
    - `goblin::pe::header::COFF_MACHINE_RISCV64` (0x5064) → `Architecture::RiscV` (64-bit)
    - `goblin::pe::header::COFF_MACHINE_RISCV32` (0x5032) → `Architecture::RiscV` (32-bit)
    - Default → `Architecture::Unknown`
    
    Access the machine type via `pe.header.coff_header.machine`.
    
    Update the `ContainerInfo::new()` call to include the detected architecture.
    
    Add unit tests for PE architecture detection, particularly for RISC-V PE binaries which are emerging in Windows IoT scenarios.
    
    ### src/container/macho.rs(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    
    Add architecture detection in the `MachoParser::parse_single_macho()` method by reading the Mach-O header's CPU type.
    
    Create a helper method `detect_architecture()` that maps Mach-O CPU types to the `Architecture` enum:
    
    - `goblin::mach::cputype::CPU_TYPE_X86_64` → `Architecture::X86_64`
    - `goblin::mach::cputype::CPU_TYPE_X86` → `Architecture::X86`
    - `goblin::mach::cputype::CPU_TYPE_ARM64` → `Architecture::Aarch64`
    - `goblin::mach::cputype::CPU_TYPE_ARM` → `Architecture::Arm`
    - `goblin::mach::cputype::CPU_TYPE_POWERPC64` → `Architecture::PowerPc`
    - Default → `Architecture::Unknown`
    
    Access the CPU type via `macho.header.cputype()`.
    
    For fat binaries in `parse_fat_binary()`, consider extracting architecture from the `FatArch` structure before parsing. The current implementation only parses the first architecture, but the architecture metadata should reflect which one was selected.
    
    Update the `ContainerInfo::new()` call to include the detected architecture.
    
    Add a TODO comment noting that full fat binary support should expose all architectures, not just the first one.
    
    Add unit tests for Mach-O architecture detection across different CPU types.
    
    ### src/lib.rs(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    
    Update the re-exports section to include the new `Architecture` enum from `types` module.
    
    Add `Architecture` to the public API alongside existing exports like `BinaryFormat`, `ContainerInfo`, etc.
    
    Update the module documentation to mention architecture detection as a completed feature in the "Current Implementation Status" section.
    
    Update the "Basic Usage" example to demonstrate accessing the architecture field from `ContainerInfo`.
    
    ### src/output/mod.rs(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    
    Ensure that output formatters include the architecture field when displaying or serializing `ContainerInfo`.
    
    For JSON output, the architecture will be automatically included due to the `Serialize` derive on `ContainerInfo`.
    
    For human-readable output, add architecture information to the binary metadata summary (e.g., "Format: ELF, Architecture: riscv64").
    
    Consider adding a `--filter-arch` CLI option in future iterations to filter analysis by architecture.
    
    ### docs/src/architecture.md(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    - src/container/elf.rs(MODIFY)
    
    Update the documentation to reflect architecture detection support.
    
    In the "Container Module" section, add architecture detection to the list of implemented features:
    - Add "Architecture Detection" with checkmark (✅ Implemented)
    - Document supported architectures: x86, x86_64, ARM, AArch64, RISC-V, MIPS, PowerPC
    
    Update the "Supported Formats" table to include an "Architecture Support" column showing which architectures are supported for each format:
    - ELF: All architectures (most common)
    - PE: x86, x86_64, ARM, AArch64, RISC-V (Windows IoT)
    - Mach-O: x86_64, ARM, AArch64 (Apple Silicon)
    
    Add a new subsection "Architecture Detection" explaining:
    - How architecture is detected from binary headers
    - The `Architecture` enum and its variants
    - RISC-V support and its significance as an emerging architecture
    - How architecture information flows through the analysis pipeline
    
    Update the "Data Flow" section to show architecture being extracted during the "Binary Analysis Phase".
    
    Add examples showing how to access architecture information from `ContainerInfo`.
    
    ### README.md(MODIFY)
    
    Update the "Features" section to include architecture detection:
    - Add "Architecture detection: x86, x86_64, ARM, AArch64, RISC-V, MIPS, PowerPC" to the feature list
    
    Update the "Current Capabilities" section to mention architecture detection:
    - Add bullet point: "Architecture Detection: Automatically identify CPU architecture from binary headers"
    - Mention RISC-V support as part of emerging architecture support
    
    Optionally add a brief note in the "Development Status" section highlighting that architecture detection is now complete.
    
    Consider adding an example in the "Example Output" section showing architecture information in both human-readable and JSON formats.
    
    ### tests/integration_elf.rs(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    - src/container/elf.rs(MODIFY)
    
    Add integration tests for ELF architecture detection.
    
    Extend existing tests to verify that the `container_info.architecture` field is correctly populated.
    
    For the existing `test_binary_elf` fixture, assert that the architecture matches the expected value based on the test binary's compilation target.
    
    Consider adding a test case specifically for RISC-V ELF binaries if a RISC-V test fixture can be generated or obtained. Document how to generate RISC-V test binaries using cross-compilation tools (e.g., `riscv64-linux-gnu-gcc`).
    
    Test that `Architecture::Unknown` is returned for unsupported or exotic architectures.
    
    ### tests/integration_pe.rs(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    - src/container/pe.rs(MODIFY)
    
    Add integration tests for PE architecture detection.
    
    Extend existing tests to verify that the `container_info.architecture` field is correctly populated for PE binaries.
    
    For the existing PE test fixtures, assert that the architecture matches the expected value (likely `Architecture::X86_64` for the MinGW-compiled test binaries).
    
    Add documentation comments explaining how to generate PE binaries for different architectures, particularly RISC-V PE binaries for Windows IoT scenarios (though these may be difficult to obtain currently).
    
    ### tests/integration_macho.rs(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    - src/container/macho.rs(MODIFY)
    
    Add integration tests for Mach-O architecture detection.
    
    Extend existing tests to verify that the `container_info.architecture` field is correctly populated for Mach-O binaries.
    
    For the existing `test_binary_macho` fixture, assert that the architecture matches the expected value.
    
    If testing on Apple Silicon, verify that ARM64 (AArch64) binaries are correctly detected.
    
    For fat binaries, verify that the architecture reflects the selected architecture (currently the first one in the fat binary).
    
    ### Cargo.toml(MODIFY)
    
    Verify that the `goblin` dependency version (currently 0.10.3) supports all the architecture constants needed, particularly `EM_RISCV` for ELF and RISC-V machine types for PE.
    
    Check the goblin changelog to ensure RISC-V support is included. If not, consider updating to a newer version that includes comprehensive RISC-V support.
    
    No changes are likely needed if the current version already supports RISC-V, but this verification step is important.

    Developer Humor

    🦀 RISC-V walked into a bar and said,\n> \I'm open-source, reduced, and here to stay!\n> The x86 bartender replied with a sigh,\n> \Another architecture? My CISC set's getting high!\n> But ARM just smiled and said, \Welcome, friend,\n> In Stringy's world, we all transcend!\ 🎯


    Execution Information

    Branch: main
    Commit: 08cd31b

    New Plan

    Observations

    Stringy currently extracts strings generically by scanning sections and using basic heuristics. For RISC-V ELF binaries, opportunities exist to improve accuracy by analyzing RISC-V-specific relocation types (R_RISCV_) and instruction patterns like AUIPC + LOAD for PC-relative string references. The goblin crate supports RISC-V relocations, enabling targeted enhancements. This will better classify strings as code-referenced vs. static data, especially in RV64 binaries with compressed instructions.</parameter\n>\nLeverage the existing Architecture enum to dispatch RISC-V-specific logic in the string analyzer. Extend relocation processing to identify RISC-V string references and adjust string weights/classification. Implement pattern matching for common RISC-V addressing sequences without full disassembly. Update tests and docs to cover RV32/RV64 variants.</parameter\n>\nI reviewed the analyzer module structure, examined string extraction and relocation processing logic, researched RISC-V ELF psABI and relocation types via official specs, analyzed goblin's RISC-V support in ELF parsing, and identified integration points with the container parsers.</parameter\n>\n[\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/src/analyzer/string.rs",\n"newPath":"",\n"operation":"MODIFY",\n"isDirectory":false,\n"changes":"Add RISC-V specific string extraction logic. Create a RiscVStringAnalyzer struct or methods in the existing extractor.\n\n- When architecture is RiscV, scan relocations for types like R_RISCV_32, R_RISCV_64, R_RISCV_PCREL_HI20 (AUIPC), R_RISCV_PCREL_LO12 (load/add).\n- For PC-relative pairs, trace to string sections (.rodata) and boost confidence scores for those strings.\n- Handle compressed instructions if relocations indicate C extension.\n- Integrate with existing StringInfo by adding a referenced_by_riscv flag or adjusting weight.\n\nRefer to ContainerInfo for architecture and Relocation entries from ELF parser.",\n"referredFiles":["/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs", "/tmp/github/issues/64295955_1066763615_1762833887830/src/container/elf.rs"],\n"referredImageNames":[]\n},\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/src/container/elf.rs",\n"newPath":"",\n"operation":"MODIFY",\n"isDirectory":false,\n"changes":"Enhance relocation parsing for RISC-V specifics. Ensure all R_RISCV_ types are mapped to RelocationType enum variants (add if missing: RiscV32, RiscV64, RiscVPcRelHi20, RiscVPcRelLo12, etc.).\n\nIn parse_relocations(), use goblin::elf::reloc::R_RISCV constants to populate detailed type info.\n\nStore additional metadata like addend for PC-relative calcs to aid string tracing.\n\nUpdate ContainerInfo to include architecture-aware relocation summaries if beneficial.",\n"referredFiles":["/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs"],\n"referredImageNames":[]\n},\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs",\n"newPath":"",\n"operation":"MODIFY",\n"isDirectory":false,\n"changes":"Extend RelocationType enum with RISC-V specific variants:\n- RiscVHi20\n- RiscVLo12\n- RiscV32\n- RiscV64\n- RiscVPcRel\n- etc., based on goblin constants.\n\nAdd derives for serialization.\n\nOptionally, add RiscVExtension enum for C/M/A/F/D detection from ELF flags.",\n"referredFiles":[],\n"referredImageNames":[]\n},\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/tests/integration_riscv.rs",\n"newPath":"",\n"operation":"NEW",\n"isDirectory":false,\n"changes":"Create new integration test file for RISC-V binaries.\n\n- Generate or include test fixtures for RV32 and RV64 ELF binaries (e.g., simple 'hello world' with strings).\n- Assert that RISC-V architecture is detected.\n- Verify enhanced string extraction identifies PC-relative referenced strings with higher confidence.\n- Test relocation parsing for AUIPC/LOAD patterns.\n- Compare output with generic extraction to show improvements.",\n"referredFiles":["/tmp/github/issues/64295955_1066763615_1762833887830/src/analyzer/string.rs"],\n"referredImageNames":[]\n},\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/docs/src/binary-formats.md",\n"newPath":"",\n"operation":"MODIFY",\n"isDirectory":false,\n"changes":"Update Architecture-Specific Features section with RISC-V details:\n- Add subsection \"RISC-V Optimizations\" describing relocation-based string tracing and PC-relative addressing support.\n- List supported extensions (base RV32/RV64, C for compressed).\n- Include examples of improved string classification.\n- Reference RISC-V ELF psABI.",\n"referredFiles":[],\n"referredImageNames":[]\n},\n{\n"path":"/tmp/github/issues/64295955_1066763615_1762833887830/README.md",\n"newPath":"",\n"operation":"MODIFY",\n"isDirectory":false,\n"changes":"Add to Features list: \"RISC-V specific string extraction (PC-relative references, relocations)\".\n\nUpdate Current Capabilities with bullet: \"RISC-V: Enhanced string analysis via AUIPC/LOAD patterns and R_RISCV relocations\".",\n"referredFiles":[],\n"referredImageNames":[]\n}\n]</parameter\n>\nmermaid\nsequenceDiagram\n participant Analyzer as String Analyzer\n participant Elf as ELF Parser\n participant Types as Types Module\n participant Goblin as Goblin\n\n Note over Analyzer: Detect Architecture::RiscV\n Analyzer->>Elf: Get relocations & sections\n Elf->>Goblin: Parse ELF relocs\n Goblin-->>Elf: R_RISCV_* types with addends\n Elf-->>Analyzer: Relocation list\n\n loop For each potential string ref\n Analyzer->>Types: Check RelocationType (e.g., RiscVHi20 + RiscVLo12)\n alt PC-relative pair detected\n Analyzer->>Analyzer: Calculate target address\n Analyzer->>Sections: Lookup string at address\n Analyzer->>StringInfo: Boost confidence, add riscv_ref flag\n end\n end\n \n Analyzer-->>User: Enhanced StringInfo list\n\n</parameter\n>\n\n> Why did the RISC-V string go to therapy?\n> It had too many relative issues with its PC!\n> \"I'm always loaded via AUIPC,\" it complained.\n> The therapist replied, \"Just add a LO12 and move on!\" 🖥️😂\n</parameter\n></xai:function_call\n><|control12|><xai:function_call name="implementation_plan">
    Stringy currently extracts strings generically by scanning sections and using basic heuristics. For RISC-V ELF binaries, opportunities exist to improve accuracy by analyzing RISC-V-specific relocation types (R_RISCV_*) and instruction patterns like AUIPC + LOAD for PC-relative string references. The goblin crate supports RISC-V relocations, enabling targeted enhancements. This will better classify strings as code-referenced vs. static data, especially in RV64 binaries with compressed instructions.

    Approach

    Leverage the existing Architecture enum to dispatch RISC-V-specific logic in the string analyzer. Extend relocation processing to identify RISC-V string references and adjust string weights/classification. Implement pattern matching for common RISC-V addressing sequences without full disassembly. Update tests and docs to cover RV32/RV64 variants.

    Reasoning

    I reviewed the analyzer module structure, examined string extraction and relocation processing logic, researched RISC-V ELF psABI and relocation types via official specs, analyzed goblin's RISC-V support in ELF parsing, and identified integration points with the container parsers.

    Proposed File Changes

    📄 src/analyzer/string.rs (NEW) 🔗

    References

    Add RISC-V specific string extraction logic. Create a RiscVStringAnalyzer struct or methods in the existing extractor.

    • When architecture is RiscV, scan relocations for types like R_RISCV_32, R_RISCV_64, R_RISCV_PCREL_HI20 (AUIPC), R_RISCV_PCREL_LO12 (load/add).
    • For PC-relative pairs, trace to string sections (.rodata) and boost confidence scores for those strings.
    • Handle compressed instructions if relocations indicate C extension.
    • Integrate with existing StringInfo by adding a referenced_by_riscv flag or adjusting weight.

    Refer to ContainerInfo for architecture and Relocation entries from ELF parser.

    📄 src/container/elf.rs (MODIFY) 🔗

    References

    Enhance relocation parsing for RISC-V specifics. Ensure all R_RISCV_* types are mapped to RelocationType enum variants (add if missing: RiscV32, RiscV64, RiscVPcRelHi20, RiscVPcRelLo12, etc.).

    In parse_relocations(), use goblin::elf::reloc::R_RISCV constants to populate detailed type info.

    Store additional metadata like addend for PC-relative calcs to aid string tracing.

    Update ContainerInfo to include architecture-aware relocation summaries if beneficial.

    📄 src/types.rs (MODIFY) 🔗

    Extend RelocationType enum with RISC-V specific variants:

    • RiscVHi20
    • RiscVLo12
    • RiscV32
    • RiscV64
    • RiscVPcRel
    • etc., based on goblin constants.

    Add derives for serialization.

    Optionally, add RiscVExtension enum for C/M/A/F/D detection from ELF flags.

    📄 tests/integration_riscv.rs (NEW) 🔗

    References

    Create new integration test file for RISC-V binaries.

    • Generate or include test fixtures for RV32 and RV64 ELF binaries (e.g., simple 'hello world' with strings).
    • Assert that RISC-V architecture is detected.
    • Verify enhanced string extraction identifies PC-relative referenced strings with higher confidence.
    • Test relocation parsing for AUIPC/LOAD patterns.
    • Compare output with generic extraction to show improvements.
    📄 docs/src/binary-formats.md (MODIFY) 🔗

    Update Architecture-Specific Features section with RISC-V details:

    • Add subsection "RISC-V Optimizations" describing relocation-based string tracing and PC-relative addressing support.
    • List supported extensions (base RV32/RV64, C for compressed).
    • Include examples of improved string classification.
    • Reference RISC-V ELF psABI.
    📄 README.md (MODIFY) 🔗

    Add to Features list: "RISC-V specific string extraction (PC-relative references, relocations)".

    Update Current Capabilities with bullet: "RISC-V: Enhanced string analysis via AUIPC/LOAD patterns and R_RISCV relocations".

    Import In IDE

    VSCode Icon Cursor Icon Windsurf Icon

    🤖 Prompt for AI Agents
    I have created the following plan after thorough exploration and analysis of the codebase. Follow the below plan verbatim. Trust the files and references. Do not re-verify what's written in the plan. Explore only when absolutely necessary. First implement all the proposed file changes and then I'll review all the changes together at the end.
    
    ### Observations
    
    Stringy currently extracts strings generically by scanning sections and using basic heuristics. For RISC-V ELF binaries, opportunities exist to improve accuracy by analyzing RISC-V-specific relocation types (R_RISCV_*) and instruction patterns like AUIPC + LOAD for PC-relative string references. The `goblin` crate supports RISC-V relocations, enabling targeted enhancements. This will better classify strings as code-referenced vs. static data, especially in RV64 binaries with compressed instructions.</parameter\n>\n<parameter name="approach">Leverage the existing `Architecture` enum to dispatch RISC-V-specific logic in the string analyzer. Extend relocation processing to identify RISC-V string references and adjust string weights/classification. Implement pattern matching for common RISC-V addressing sequences without full disassembly. Update tests and docs to cover RV32/RV64 variants.</parameter\n>\n<parameter name="howDidIGetHere">I reviewed the analyzer module structure, examined string extraction and relocation processing logic, researched RISC-V ELF psABI and relocation types via official specs, analyzed goblin's RISC-V support in ELF parsing, and identified integration points with the container parsers.</parameter\n>\n<parameter name="fileChanges">[\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/src/analyzer/string.rs\",\n\"newPath\":\"\",\n\"operation\":\"MODIFY\",\n\"isDirectory\":false,\n\"changes\":\"Add RISC-V specific string extraction logic. Create a `RiscVStringAnalyzer` struct or methods in the existing extractor.\n\n- When architecture is `RiscV`, scan relocations for types like `R_RISCV_32`, `R_RISCV_64`, `R_RISCV_PCREL_HI20` (AUIPC), `R_RISCV_PCREL_LO12` (load/add).\n- For PC-relative pairs, trace to string sections (.rodata) and boost confidence scores for those strings.\n- Handle compressed instructions if relocations indicate C extension.\n- Integrate with existing `StringInfo` by adding a `referenced_by_riscv` flag or adjusting `weight`.\n\nRefer to `ContainerInfo` for architecture and `Relocation` entries from ELF parser.\",\n\"referredFiles\":[\"/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs\", \"/tmp/github/issues/64295955_1066763615_1762833887830/src/container/elf.rs\"],\n\"referredImageNames\":[]\n},\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/src/container/elf.rs\",\n\"newPath\":\"\",\n\"operation\":\"MODIFY\",\n\"isDirectory\":false,\n\"changes\":\"Enhance relocation parsing for RISC-V specifics. Ensure all R_RISCV_* types are mapped to `RelocationType` enum variants (add if missing: `RiscV32`, `RiscV64`, `RiscVPcRelHi20`, `RiscVPcRelLo12`, etc.).\n\nIn `parse_relocations()`, use `goblin::elf::reloc::R_RISCV` constants to populate detailed type info.\n\nStore additional metadata like addend for PC-relative calcs to aid string tracing.\n\nUpdate `ContainerInfo` to include architecture-aware relocation summaries if beneficial.\",\n\"referredFiles\":[\"/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs\"],\n\"referredImageNames\":[]\n},\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/src/types.rs\",\n\"newPath\":\"\",\n\"operation\":\"MODIFY\",\n\"isDirectory\":false,\n\"changes\":\"Extend `RelocationType` enum with RISC-V specific variants:\n- `RiscVHi20`\n- `RiscVLo12`\n- `RiscV32`\n- `RiscV64`\n- `RiscVPcRel`\n- etc., based on goblin constants.\n\nAdd derives for serialization.\n\nOptionally, add `RiscVExtension` enum for C/M/A/F/D detection from ELF flags.\",\n\"referredFiles\":[],\n\"referredImageNames\":[]\n},\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/tests/integration_riscv.rs\",\n\"newPath\":\"\",\n\"operation\":\"NEW\",\n\"isDirectory\":false,\n\"changes\":\"Create new integration test file for RISC-V binaries.\n\n- Generate or include test fixtures for RV32 and RV64 ELF binaries (e.g., simple 'hello world' with strings).\n- Assert that RISC-V architecture is detected.\n- Verify enhanced string extraction identifies PC-relative referenced strings with higher confidence.\n- Test relocation parsing for AUIPC/LOAD patterns.\n- Compare output with generic extraction to show improvements.\",\n\"referredFiles\":[\"/tmp/github/issues/64295955_1066763615_1762833887830/src/analyzer/string.rs\"],\n\"referredImageNames\":[]\n},\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/docs/src/binary-formats.md\",\n\"newPath\":\"\",\n\"operation\":\"MODIFY\",\n\"isDirectory\":false,\n\"changes\":\"Update Architecture-Specific Features section with RISC-V details:\n- Add subsection \\\"RISC-V Optimizations\\\" describing relocation-based string tracing and PC-relative addressing support.\n- List supported extensions (base RV32/RV64, C for compressed).\n- Include examples of improved string classification.\n- Reference RISC-V ELF psABI.\",\n\"referredFiles\":[],\n\"referredImageNames\":[]\n},\n{\n\"path\":\"/tmp/github/issues/64295955_1066763615_1762833887830/README.md\",\n\"newPath\":\"\",\n\"operation\":\"MODIFY\",\n\"isDirectory\":false,\n\"changes\":\"Add to Features list: \\\"RISC-V specific string extraction (PC-relative references, relocations)\\\".\n\nUpdate Current Capabilities with bullet: \\\"RISC-V: Enhanced string analysis via AUIPC/LOAD patterns and R_RISCV relocations\\\".\",\n\"referredFiles\":[],\n\"referredImageNames\":[]\n}\n]</parameter\n>\n<parameter name="mermaid">```mermaid\nsequenceDiagram\n    participant Analyzer as String Analyzer\n    participant Elf as ELF Parser\n    participant Types as Types Module\n    participant Goblin as Goblin\n\n    Note over Analyzer: Detect Architecture::RiscV\n    Analyzer->>Elf: Get relocations & sections\n    Elf->>Goblin: Parse ELF relocs\n    Goblin-->>Elf: R_RISCV_* types with addends\n    Elf-->>Analyzer: Relocation list\n\n    loop For each potential string ref\n        Analyzer->>Types: Check RelocationType (e.g., RiscVHi20 + RiscVLo12)\n        alt PC-relative pair detected\n            Analyzer->>Analyzer: Calculate target address\n            Analyzer->>Sections: Lookup string at address\n            Analyzer->>StringInfo: Boost confidence, add riscv_ref flag\n        end\n    end\n    \n    Analyzer-->>User: Enhanced StringInfo list\n```\n</parameter\n>\n<parameter name="joke">\n> Why did the RISC-V string go to therapy?\n> It had too many relative issues with its PC!\n> \\\"I'm always loaded via AUIPC,\\\" it complained.\n> The therapist replied, \\\"Just add a LO12 and move on!\\\" 🖥️😂\n</parameter\n></xai:function_call\n><|control12|><xai:function_call name="implementation_plan">
    <parameter name="observations">Stringy currently extracts strings generically by scanning sections and using basic heuristics. For RISC-V ELF binaries, opportunities exist to improve accuracy by analyzing RISC-V-specific relocation types (R_RISCV_*) and instruction patterns like AUIPC + LOAD for PC-relative string references. The `goblin` crate supports RISC-V relocations, enabling targeted enhancements. This will better classify strings as code-referenced vs. static data, especially in RV64 binaries with compressed instructions.
    
    ### Approach
    
    Leverage the existing `Architecture` enum to dispatch RISC-V-specific logic in the string analyzer. Extend relocation processing to identify RISC-V string references and adjust string weights/classification. Implement pattern matching for common RISC-V addressing sequences without full disassembly. Update tests and docs to cover RV32/RV64 variants.
    
    ### Reasoning
    
    I reviewed the analyzer module structure, examined string extraction and relocation processing logic, researched RISC-V ELF psABI and relocation types via official specs, analyzed goblin's RISC-V support in ELF parsing, and identified integration points with the container parsers.
    
    ## Proposed File Changes
    
    ### src/analyzer/string.rs(NEW)
    
    References: 
    
    - src/types.rs(MODIFY)
    - src/container/elf.rs(MODIFY)
    
    Add RISC-V specific string extraction logic. Create a `RiscVStringAnalyzer` struct or methods in the existing extractor.
    
    - When architecture is `RiscV`, scan relocations for types like `R_RISCV_32`, `R_RISCV_64`, `R_RISCV_PCREL_HI20` (AUIPC), `R_RISCV_PCREL_LO12` (load/add).
    - For PC-relative pairs, trace to string sections (.rodata) and boost confidence scores for those strings.
    - Handle compressed instructions if relocations indicate C extension.
    - Integrate with existing `StringInfo` by adding a `referenced_by_riscv` flag or adjusting `weight`.
    
    Refer to `ContainerInfo` for architecture and `Relocation` entries from ELF parser.
    
    ### src/container/elf.rs(MODIFY)
    
    References: 
    
    - src/types.rs(MODIFY)
    
    Enhance relocation parsing for RISC-V specifics. Ensure all R_RISCV_* types are mapped to `RelocationType` enum variants (add if missing: `RiscV32`, `RiscV64`, `RiscVPcRelHi20`, `RiscVPcRelLo12`, etc.).
    
    In `parse_relocations()`, use `goblin::elf::reloc::R_RISCV` constants to populate detailed type info.
    
    Store additional metadata like addend for PC-relative calcs to aid string tracing.
    
    Update `ContainerInfo` to include architecture-aware relocation summaries if beneficial.
    
    ### src/types.rs(MODIFY)
    
    Extend `RelocationType` enum with RISC-V specific variants:
    - `RiscVHi20`
    - `RiscVLo12`
    - `RiscV32`
    - `RiscV64`
    - `RiscVPcRel`
    - etc., based on goblin constants.
    
    Add derives for serialization.
    
    Optionally, add `RiscVExtension` enum for C/M/A/F/D detection from ELF flags.
    
    ### tests/integration_riscv.rs(NEW)
    
    References: 
    
    - src/analyzer/string.rs(NEW)
    
    Create new integration test file for RISC-V binaries.
    
    - Generate or include test fixtures for RV32 and RV64 ELF binaries (e.g., simple 'hello world' with strings).
    - Assert that RISC-V architecture is detected.
    - Verify enhanced string extraction identifies PC-relative referenced strings with higher confidence.
    - Test relocation parsing for AUIPC/LOAD patterns.
    - Compare output with generic extraction to show improvements.
    
    ### docs/src/binary-formats.md(MODIFY)
    
    Update Architecture-Specific Features section with RISC-V details:
    - Add subsection "RISC-V Optimizations" describing relocation-based string tracing and PC-relative addressing support.
    - List supported extensions (base RV32/RV64, C for compressed).
    - Include examples of improved string classification.
    - Reference RISC-V ELF psABI.
    
    ### README.md(MODIFY)
    
    Add to Features list: "RISC-V specific string extraction (PC-relative references, relocations)".
    
    Update Current Capabilities with bullet: "RISC-V: Enhanced string analysis via AUIPC/LOAD patterns and R_RISCV relocations".

    Developer Humor

    Why did the RISC-V string go to therapy?\n> It had too many relative issues with its PC!\n> \I'm always loaded via AUIPC,\ it complained.\n> The therapist replied, \Just add a LO12 and move on!\ 🖥️😂


    Execution Information

    Branch: main
    Commit: 08cd31b

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

Labels

area:analyzerBinary analyzer functionalityenhancementNew feature or requestepicLarge feature or initiative spanning multiple tasksneeds:testsNeeds test coveragepriority:mediumMedium priority task

Projects

No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions