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deep-analysis

Depth-first RE investigation loop for a single binary or function cluster: decompile→rename→retype→comment→re-read, with context-rot guards and on-task checks. Use when triage has already identified the interesting area and the goal is full understanding: what does function X do, identify cryptographic primitives, locate C2 protocol, recover data structures. Triggers on: 'deep analysis', 'understand function', 'recover struct', 'crypto identification', 'C2 protocol', 'reverse this binary fully', 'what does this function do'.

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

81%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured operational skill: lean domain-expert guidance, executable code for the common analysis cases, and an unusually strong workflow with explicit feedback loops, checkpoints, and a completion gate. Weaknesses are minor — slight redundancy in the constants table and no reference-file split despite 210 lines.

DimensionReasoningScore

Conciseness

Efficient and assumes RE competence (no explanation of what Ghidra, entropy, or crypto primitives are), but the constants table repeats well-known init values (MD5/SHA-256) and a few sentences ('The output will often look dramatically cleaner') could be trimmed.

4 / 5

Actionability

Mostly executable guidance: copy-paste-ready bash/python for crypto constant grep, capa JSON parsing, and pefile entropy scanning. The core Ghidra operations lack concrete call examples, though the flexibility is explicitly justified by the ghidra_find_tools schema-discovery pattern ('Do not infer a decompiler call from a local-only example').

4 / 5

Workflow Clarity

Clear sequence with explicit validation and feedback loops: the 2a–2e cycle repeats 'until the function's purpose is unambiguous', re-decompilation after rename/retype is a built-in feedback loop, 'Add fields only after validating offsets against the binary' is an explicit checkpoint, plus an on-task check every 3–5 calls, blocked-status error recovery, and a completion-gate checklist.

5 / 5

Progressive Disclosure

Well-organized single-file skill (no bundle files exist) with clear numbered sections; no nested or buried references. Minor gap: at ~210 lines, the per-question strategies or crypto constants table could arguably live in a reference file, though keeping the operational loop inline for a single-session skill is defensible.

4 / 5

Total

17

/

20

Passed

Description

92%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: concrete action vocabulary, explicit 'Use when' clause with enumerated triggers, and clear delineation from the related triage skill. Only weakness is a couple of unnatural trigger phrasings and missing user synonyms.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions with comprehensive coverage: 'decompile→rename→retype→comment→re-read', 'identify cryptographic primitives', 'locate C2 protocol', 'recover data structures', 'what does function X do'. Third-person voice throughout, no vague fluff.

5 / 5

Completeness

Explicitly answers both: what ('Depth-first RE investigation loop... decompile→rename→retype→comment→re-read') and when ('Use when triage has already identified the interesting area and the goal is full understanding') with concrete trigger phrases listed.

5 / 5

Trigger Term Quality

Good keyword coverage with mostly natural phrases ('deep analysis', 'what does this function do', 'understand function', 'C2 protocol'), but a few terms are awkward ('recover struct', 'crypto identification') and natural variations like 'decompile this function' or 'figure out this data structure' are missing.

4 / 5

Distinctiveness Conflict Risk

Clear niche (deep single-target RE) with distinct triggers, and it explicitly contrasts itself with breadth-first triage ('Distinct from breadth-first triage'), minimizing overlap risk with sibling skills.

5 / 5

Total

19

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository

PurpleAILAB/Decepticon

Path

packages/decepticon/decepticon/skills/standard/reverser/deep-analysis/SKILL.md

Reviewed

Table of Contents

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