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talk-pipeline

Orchestrates the complete talk preparation pipeline from raw material to revision sheets, running 6 stages in sequence with human-in-the-loop checkpoints for REX or Concept mode talks. Use when starting a new talk pipeline, resuming a pipeline from a specific stage, or running the full end-to-end preparation workflow.

69

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

83%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 orchestrator skill body with clear sequencing, explicit checkpoints, a dependency graph, and concrete commands and naming conventions. Minor redundancy in the output-naming listing and delegation to sibling skills (rather than inline detail) keep it just below perfect on conciseness and actionability.

Suggestions

Consolidate the output naming convention so filenames appear once and the Final Summary Format references it, reducing duplicated token usage.

Add a short inline note on what each stage produces at a high level so the orchestrator is actionable without requiring the reader to open every stage skill.

DimensionReasoningScore

Conciseness

The body is largely efficient—sections are tight, use tables and code blocks for structure, and avoid explaining concepts Claude already knows—though the duplicated output-naming convention (listed once then re-listed in the Final Summary Format) adds some redundant tokens.

4 / 5

Actionability

Provides concrete, executable guidance: exact slash-command invocations, a stage routing table mapping each stage to a skill, and a precise output naming convention with real filenames. It stops short of 5 because the per-stage behavior is delegated to other skills rather than shown inline.

4 / 5

Workflow Clarity

The 8-step workflow is clearly sequenced with an explicit CHECKPOINT after Stage 4 (angle + title choice) and again at the kimi-prompt verification step, plus a dependency graph, an anti-patterns section, and a validation checklist with verification items—exemplifying explicit validation steps and feedback loops.

5 / 5

Progressive Disclosure

Structure is well organized with clearly labeled sections (Modes, Usage, Workflow, Dependency Graph, Stage Routing, Output Naming, Anti-patterns, Validation) and a one-level-deep Related section linking each stage skill. No bundle files exist locally, so it scores on structure rather than bundle navigation; the body is self-contained rather than pointing into a deeper reference tree.

4 / 5

Total

17

/

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 clearly answers both what the skill does and when to use it, with concrete capabilities and explicit triggers. The main weakness is somewhat narrow trigger vocabulary and overlap with sibling stage skills.

Suggestions

Add a few synonym trigger phrases (e.g., 'preparing a conference talk', 'building a presentation from source material') to broaden natural keyword coverage.

Distinguish the orchestrator from the individual stage skills by noting it is the top-level entry point that coordinates the per-stage skills.

DimensionReasoningScore

Specificity

Lists multiple concrete actions—orchestrating a 6-stage pipeline, running stages in sequence with human-in-the-loop checkpoints, supporting REX/Concept modes—and names specific output types (revision sheets, changelog), giving comprehensive coverage of capabilities.

5 / 5

Completeness

Explicitly answers both 'what' (orchestrates the complete talk preparation pipeline from raw material to revision sheets, 6 stages, REX/Concept modes) and 'when' ('Use when starting a new talk pipeline, resuming... or running the full end-to-end preparation workflow') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Includes natural trigger phrases ('Use when starting a new talk pipeline, resuming a pipeline from a specific stage, or running the full end-to-end preparation workflow'), but relies on the term 'talk' repeatedly without synonyms or alternate phrasings a user might say.

4 / 5

Distinctiveness Conflict Risk

The 'talk preparation pipeline' niche is distinct and unlikely to trigger for unrelated skills, but the orchestrator overlaps with the individual stage skills it invokes, creating minor conflict risk between this and the stage skills.

4 / 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: 7 suspicious

Warning

Total

14

/

16

Passed

Repository
FlorianBruniaux/claude-code-ultimate-guide
Reviewed

Table of Contents

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