Agent skill · research science · aiskillstore
binary-re-synthesis
Use when ready to document findings, generate a report, or summarize binary analysis results. Compiles analysis findings into structured reports - correlates facts from triage/static/dynamic phases, validates hypotheses, generates documentation with evidence chains. Keywords - "summarize findings", "generate report", "document analysis", "what did we find", "write up results", "export findings
Why this skill is useful
Provides a structured report generation process for binary analysis that includes hypothesis validation and evidence correlation, which the AI wouldn't reliably generate on its own.
What it needs
About 5k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Analysis Synthesis (Phase 5) Purpose Compile all gathered knowledge into actionable intelligence. Validate hypotheses against evidence. Produce structured reports with traceable findings. When to Use Sufficient facts gathered from triage + static + dynamic analysis Ready to document understanding for handoff or archival Need to present findings to stakeholders Before closing analysis session Synthesis Process Step 1: Evidence Review Gather all recorded knowledge: Step 2: Hypothesis Validation For each hypothesis, determine status: Evidence State Status Action ---------------- -------- -------- Strong support, no contradictions Confirmed Include in conclusions Some support, some contradictions Uncertain Document both sides Strong contradictions Refuted Explain why wrong No evidence either way Unvalidated List as unknown Step 3: Correlation Analysis Connect findings across phases: Step 4: Capability Mapping Summarize what the binary CAN do: Step 5: Behavioral Summary Document observed/inferred behavior: Report Template Confidence Calibration Use consistent confidence levels: Level Meaning Evidence Required ------- --------- ------------------- High Near certain Multiple independent sources confirm Medium Likely correct Some evidence, no contradictions Low Possible Limited evidence, some uncertainty Speculative Guess Based on patterns, not direct evidence Quality Checklist Before finalizing report: [ ] All hypotheses have explicit status (confirmed/refuted/uncertain) [ ] Every conclusion has traceable evidence [ ] Remaining unknowns are documented [ ] Technical details are accurate (addresses, names) [ ] No speculation presented as fact [ ] Recommendations are actionable Knowledge Journaling After synthesis, record final summary for episodic memory: Example Final Entry Output Formats Structured JSON (for tools/databases) Markdown (for human readers) See template above. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/binary-re-synthesis