analysis

Analysis

Trigger Intents

Use this skill when the user asks:

• what a binary or component appears to do
• which functions are largest, hottest, or most connected
• which imports, strings, or tags stand out
• for a quick triage or suspiciousness pass

Route to:

• xrefs for deeper caller/callee tracing
• decompiler for concrete function interpretation
• annotations once a function is understood well enough to clean up
• debugger when triage uncovers patches or breakpoints worth inspecting
• re-source for a structured bottom-up campaign over the binary

Do This First

Get a quick structural snapshot:

SELECT * FROM db_info;

SELECT COUNT(*) AS funcs, SUM(size) AS total_bytes
FROM funcs;

Then use bounded, high-signal summaries:

SELECT name, printf('0x%X', address) AS addr, size
FROM funcs
ORDER BY size DESC
LIMIT 20;

SELECT func_name, printf('0x%X', func_addr) AS addr, hotness_score
FROM function_metrics_scored
ORDER BY hotness_score DESC
LIMIT 20;

-- Or the rank-only projection:
SELECT func_name, printf('0x%X', func_addr) AS addr, rank, score
FROM function_metrics_ranked
ORDER BY rank
LIMIT 20;

Practical Query Patterns

Most called functions:

SELECT dst_func_name, printf('0x%X', dst_func_addr) AS addr, COUNT(*) AS caller_count
FROM callgraph_edges
GROUP BY dst_func_addr, dst_func_name
ORDER BY caller_count DESC
LIMIT 20;

String-heavy functions:

SELECT func_name, printf('0x%X', func_addr) AS addr, COUNT(*) AS string_count
FROM string_refs
GROUP BY func_addr, func_name
ORDER BY string_count DESC
LIMIT 20;

Functions calling a suspicious import:

SELECT DISTINCT src_func_name, printf('0x%X', src_func_addr) AS addr
FROM callgraph_edges
WHERE dst_func_name LIKE '%Crypt%'
ORDER BY src_func_name;

Critical Rules

• Prefer callgraph_edges, callers, callees, and string_refs over rebuilding those joins yourself.
• Start broad with summary views, then narrow down to specific functions.
• Once a function looks important, hand off to decompiler or annotations.

Failure and Recovery

• If a query fans out too widely:
  • add LIMIT
  • switch to a summary view instead of a raw table
• If the next step is "what does this function really do?":
  • stop broad triage and move to decompiler

Additional Resources

• Query recipes: references/query-patterns.md