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braindump

Quick capture of raw thoughts with intelligent domain classification and competitive intelligence extraction

47

Quality

50%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

High

Do not use without reviewing

Fix and improve this skill with Tessl

tessl review fix ./.claude/skills/braindump/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

50%

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

The body provides concrete templates, file paths, and a clearly sequenced process, but is weighed down by verbose abstract sections, placeholder-driven analysis phases, conceptual rather than concrete validation, and a monolithic structure with no reference files.

Suggestions

Trim or remove fluff sections ('Learning and Adaptation', 'Success Metrics') that state capabilities Claude already infers, to reduce token cost.

Replace the abstract Phase 1–5 bracketed placeholders with concrete, executable analytical instructions or move the detailed framework into a reference file.

Add a concrete validation gate (e.g. verify the generated YAML parses and the save path exists) with a fix-and-retry loop, and split the large output templates into bundled reference files.

DimensionReasoningScore

Conciseness

The core process flow and templates are reasonably lean, but sections like 'Learning and Adaptation' and 'Success Metrics' are fluffy padding Claude does not need, and the conceptual framing could be tightened.

2 / 3

Actionability

Output templates, save paths, the `date` command, and YAML examples are concrete and copy-paste ready, but the core analytical methodology (Phases 1–5) relies on bracketed placeholders and descriptive abstractions rather than executable steps.

2 / 3

Workflow Clarity

A clear numbered sequence (steps 1–6) with pre-flight branching is present, but validation is largely conceptual self-assessment (confidence levels, verification checklists) rather than concrete verify→fix→retry gates.

2 / 3

Progressive Disclosure

Headers organize the content well, but it is a monolithic ~350-line file with large inline templates that could be split into reference files; no bundle files exist to offload detail.

2 / 3

Total

8

/

12

Passed

Description

50%

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 conveys the skill's purpose and a few concrete actions but omits explicit 'when to use' triggers and the natural 'braindump' keyword, leaving it at the middle anchor across all dimensions.

Suggestions

Add an explicit 'Use when...' clause with natural triggers, e.g. 'Use when the user says "braindump", "brain dump", wants to capture raw thoughts, or record quick ideas.'

Drop buzzwords like 'intelligent' and name concrete actions: 'Captures raw thoughts, classifies them by domain (personal/professional/project), and extracts competitive intelligence.'

Include the natural term 'braindump'/'brain dump' in the description so it matches what users actually say.

DimensionReasoningScore

Specificity

Names three actions ('capture', 'domain classification', 'competitive intelligence extraction') but 'intelligent' is buzzword fluff and the actions are somewhat abstract rather than the concrete multi-action list of a level-3 anchor.

2 / 3

Completeness

It states what the skill does but lacks any 'Use when...' clause or equivalent explicit trigger guidance, which caps completeness at 2 per the judging guidelines.

2 / 3

Trigger Term Quality

'raw thoughts' and 'capture' are natural, but it misses the obvious 'braindump'/'brain dump' phrasing users would actually say, while 'domain classification' and 'competitive intelligence extraction' lean toward jargon.

2 / 3

Distinctiveness Conflict Risk

The competitive-intelligence angle is niche, but 'Quick capture of raw thoughts' overlaps with general note-taking/capture skills, so it is only somewhat distinct.

2 / 3

Total

8

/

12

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.

Validation15 / 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
huytieu/COG-second-brain
Reviewed

Table of Contents

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