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talk-stage3-concepts

Builds a numbered, categorized concept catalogue from the talk summary and timeline, scoring each concept HIGH / MEDIUM / LOW for talk potential with optional repo enrichment. Use when you need a structured inventory of concepts before choosing a talk angle, or when assessing which ideas have the strongest presentation potential.

66

Quality

81%

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SKILL.md
Quality
Evals
Security

Quality

Content

75%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, actionable instruction skill with concrete templates, scoring discipline, and a validation checklist. It consistently lands just below the top anchor due to light redundancy, an unspecified extraction method, and the absence of an explicit feedback loop.

Suggestions

Specify how concepts are extracted (e.g., scan section headings, claims, and named techniques) rather than the high-level 'full scan of the source material'.

Add an inline validation checkpoint after writing output files (verify counts, re-score if everything is HIGH) to introduce a feedback loop.

De-duplicate the Tips and Anti-patterns sections — the 'merge similar concepts' guidance appears in both — to tighten conciseness.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — no padding or explanation of known concepts — but the Tips section partially restates the Anti-patterns guidance (e.g., merging similar concepts), which could be trimmed.

4 / 5

Actionability

Provides a copy-paste-ready output template, concrete scoring criteria with specific bullets, and a validation checklist with numeric thresholds (min 15 concepts); the main gap is that 'Extracts concepts: full scan' states the step without specifying the extraction method.

4 / 5

Workflow Clarity

A clear seven-step numbered sequence is given alongside a validation checklist, but there is no explicit validate→fix→retry feedback loop for the file-writing step, which keeps it just below the top anchor.

4 / 5

Progressive Disclosure

Well-organized with clear section headers and one-level 'Related' links to sibling stages; with no bundle files present everything lives in a single monolithic file, so progressive disclosure is structurally sound but unexercised.

4 / 5

Total

16

/

20

Passed

Description

87%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, specific description that pairs concrete capabilities with an explicit, natural-language trigger clause and a well-bounded niche. Minor gains are possible around trigger synonyms and naming the output-writing action.

DimensionReasoningScore

Specificity

Lists several concrete actions — 'Builds a numbered, categorized concept catalogue', 'scoring each concept HIGH / MEDIUM / LOW', 'optional repo enrichment' — giving comprehensive coverage with only minor gaps (output writing is implied rather than named).

4 / 5

Completeness

Clearly answers both 'what' (build/categorize/score/enrich a concept catalogue) and 'when' via an explicit 'Use when you need a structured inventory of concepts before choosing a talk angle, or when assessing which ideas have the strongest presentation potential' trigger.

5 / 5

Trigger Term Quality

Natural phrases a user would say are present — 'structured inventory of concepts', 'talk angle', 'presentation potential' — with good coverage, though a few synonyms or file-path triggers are missing.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche — a talk-prep concept catalogue (Stage 3) — with triggers specific enough to avoid firing for sibling skills like extract, research, or position.

5 / 5

Total

18

/

20

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

relative_links

Relative link issues: 4 suspicious

Warning

Total

14

/

16

Passed

Repository
FlorianBruniaux/claude-code-ultimate-guide
Reviewed

Table of Contents

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