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.

Quality

80%

Does it follow best practices?

Impact

—

No eval scenarios have been run

Securityby

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./examples/skills/talk-pipeline/orchestrator/SKILL.md

Quality

Content

85%

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

This is a well-structured orchestrator skill with excellent workflow clarity, including dependency graphs, checkpoints, validation checklists, and anti-patterns. The actionability is strong with concrete commands and precise file naming conventions. The main weakness is moderate redundancy between the output naming convention, final summary format, and dependency graph sections, which could be consolidated to save tokens.

Suggestions

Consolidate the 'Output Naming Convention' and 'Final Summary Format' sections into one, since they largely duplicate the same file paths.

Remove or trim the 'Tips' section — the information is either obvious or already implied by the usage examples.

Dimension	Reasoning	Score
Conciseness	Generally efficient with good use of tables and diagrams, but the final summary format section is quite verbose and largely duplicates the output naming convention section. The tips section adds little value. Some redundancy between the workflow description, dependency graph, and stage routing table.	2 / 3
Actionability	Provides concrete CLI invocations, a clear stage routing table mapping stages to specific skill commands, explicit context collection fields with examples, and precise output file naming conventions. The guidance is specific and directly executable.	3 / 3
Workflow Clarity	Excellent multi-step workflow with a clear dependency graph, explicit CHECKPOINT before Stage 5, parallel execution paths clearly defined, mode-based routing (REX vs concept), anti-patterns listing failure modes, and a validation checklist ensuring upstream files exist before downstream stages run.	3 / 3
Progressive Disclosure	Clean overview structure with well-signaled one-level-deep references to all 6 stage skills and a full workflow guide. The SKILL.md serves as an orchestration overview without inlining the details of each stage, appropriately delegating to individual stage skill files.	3 / 3
	Total	11 / 12 Passed

Description

75%

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 is well-structured with clear 'what' and 'when' clauses, making it complete and distinctive. Its main weakness is that it describes the pipeline at a high level without enumerating the specific actions of each stage, and uses some specialized jargon that users might not naturally use when requesting this skill. The domain-specific terms like 'REX' and 'Concept mode' help with distinctiveness but may hurt discoverability for users unfamiliar with the terminology.

Suggestions

List the specific actions or stage names (e.g., 'outline generation, script drafting, slide creation') instead of just saying '6 stages' to improve specificity.

Add more natural trigger terms users might say, such as 'presentation prep', 'speech writing', 'conference talk', or 'talk outline' to improve discoverability.

Dimension	Reasoning	Score
Specificity	It mentions 'talk preparation pipeline', '6 stages', 'raw material to revision sheets', 'REX or Concept mode talks', and 'human-in-the-loop checkpoints', which names the domain and some actions but doesn't list the specific concrete actions of each stage. The description is more about the orchestration structure than the individual capabilities.	2 / 3
Completeness	Clearly answers both 'what' (orchestrates the complete talk preparation pipeline from raw material to revision sheets, running 6 stages with checkpoints for REX or Concept mode) and 'when' (starting a new talk pipeline, resuming from a specific stage, or running the full end-to-end preparation workflow) with explicit trigger guidance.	3 / 3
Trigger Term Quality	Includes some relevant terms like 'talk pipeline', 'talk preparation', 'REX', 'Concept mode', 'revision sheets', and 'stages'. However, it uses somewhat specialized terminology ('REX or Concept mode', 'human-in-the-loop checkpoints') that users may not naturally say, and misses more common variations like 'presentation', 'speech', or 'slides'.	2 / 3
Distinctiveness Conflict Risk	Highly distinctive with specific domain terms like 'talk preparation pipeline', 'REX or Concept mode', '6 stages', and 'revision sheets'. This is unlikely to conflict with other skills due to its very specific niche and terminology.	3 / 3
	Total	10 / 12 Passed

Validation

90%

Warnings & errors only

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

Validation — 10 / 11 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	10 / 11 Passed

Repository: FlorianBruniaux/claude-code-ultimate-guide
Commit: bbaa00d

Reviewed: 3 days ago

Table of Contents

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