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firmware-analyst

Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering.

Quality

57%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills-claude/skills/firmware-analyst/SKILL.md

The canonical home for this skill is firmware-analyst in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

57%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.

The body is a strong executable reference for firmware analysis with concrete commands throughout, but it is a monolithic catalog rather than a guided workflow: no validation checkpoints, inlined reference material, a broken code fence at the top, mislabeled scope sections ('download from vendor' boilerplate), and a nonexistent referenced file.

Suggestions

Add explicit validation checkpoints to each phase (e.g., 'Confirm binwalk extracted a filesystem before Phase 3; if entropy analysis shows encryption, switch to hardware extraction') with error-recovery guidance.

Fix the malformed document structure: the opening acquisition block is missing its section header and opening code fence, and the 'Use this skill when' sections reference only 'download from vendor' boilerplate that mismatches the skill's actual scope.

Repair or remove the dangling 'resources/implementation-playbook.md' reference, and move the Tool Proficiency catalogs and reporting template into a references/ file to slim the SKILL.md body.

DimensionReasoningScore

Conciseness

The command blocks are dense and useful, but sections re-explain knowledge Claude already has ('Ghidra - Multi-architecture disassembly', 'QEMU - Full system and user-mode emulation', basic vulnerability classes like 'strcpy without bounds'). This fits 'Mostly efficient but includes some unnecessary explanation or could be tightened' rather than score 4, which requires only minor trimmable instances.

3 / 5

Actionability

Most guidance is copy-paste ready: binwalk extraction phases, unsquashfs/jefferson/ubireader commands, QEMU chroot emulation, and firmadyne scripts. It is not score 5 because of the placeholder vendor URL ('http://vendor.com/firmware/update.bin'), the comment-only Ghidra architecture setup, and the malformed opening block whose code fence opener is missing.

4 / 5

Workflow Clarity

Phases 1-4 provide a clear labeled sequence and an assessment checklist exists, but the workflow contains no validation/verification checkpoints (e.g., 'verify extraction succeeded before analysis') and no error-recovery loops. Batch extraction operations without validation cap workflow clarity at 3 per the rubric guideline, so it cannot reach score 4.

3 / 5

Progressive Disclosure

Section structure is good (phases, tool tables, checklist, reporting template), but roughly 150 lines of tool catalog and templates are inlined rather than split into reference files. Additionally, the sole reference 'resources/implementation-playbook.md' does not exist in the bundle, making it a dangling pointer. This fits 'Some structure but could be better organized' rather than score 4.

3 / 5

Total

13

/

20

Passed

Description

40%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.

The description identifies a distinct, valuable niche but reads as a professional bio rather than a capability statement. It lacks both concrete actions and any 'Use when...' trigger guidance, significantly limiting discoverability.

Suggestions

Replace the role framing with concrete third-person actions, e.g., 'Extracts and unpacks firmware images with binwalk, analyzes embedded filesystems, and emulates binaries with QEMU.'

Add an explicit trigger clause: 'Use when analyzing firmware images, IoT device security, embedded Linux dumps, or .bin firmware files.'

Include common synonyms users would naturally say — firmware extraction, flashing, binwalk, hardware hacking — to improve trigger term coverage.

DimensionReasoningScore

Specificity

The description names the domain clearly ('firmware', 'embedded systems, IoT security, hardware reverse engineering') but lists no concrete actions — it is a role title, not capabilities, matching 'Names the domain but actions are minimal or generic'. It is not score 3 because no concrete actions (e.g., 'extracts', 'analyzes', 'emulates') are stated, and not score 1 because the domain is specific rather than pure abstract language.

2 / 5

Completeness

The 'what' is a vague role statement ('Expert firmware analyst specializing in...') rather than explicit capabilities, and the 'when' is entirely absent — no 'Use when...' clause or equivalent trigger guidance. This fits 'Has a vague what and no when'; it does not reach 3 because the 'what' is only an identity/title, not a clear statement of what the skill does.

2 / 5

Trigger Term Quality

Terms like 'firmware', 'IoT security', and 'hardware reverse engineering' are natural phrases users would say, but common variations such as 'extract firmware', 'dump flash', 'binwalk', or '.bin' are missing. This fits 'Some relevant keywords but missing common variations or synonyms' rather than score 4's 'good keyword coverage'.

3 / 5

Distinctiveness Conflict Risk

Firmware analysis, IoT security, and hardware reverse engineering form a clear niche that would rarely trigger for unrelated skills. It is not score 5 because 'hardware reverse engineering' and 'security' terms overlap with general reverse-engineering and security skills, creating minor overlap risk.

4 / 5

Total

11

/

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

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

administrakt0r/AI-Agents-Safe-Coding-Skills

Path

plugins/AI-Agents-Safe-Coding-Skills-claude/skills/firmware-analyst/SKILL.md

Reviewed

Table of Contents

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