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temporal-developer

Develop, debug, and manage Temporal applications across Python, TypeScript, Go, Java and .NET. Use when the user is building workflows, activities, or workers with a Temporal SDK, debugging issues like non-determinism errors, stuck workflows, or activity retries, using Temporal CLI, Temporal Server, or Temporal Cloud, or working with durable execution concepts like signals, queries, heartbeats, versioning, continue-as-new, child workflows, or saga patterns.

84

1.03x
Quality

78%

Does it follow best practices?

Impact

96%

1.03x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Discovery

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is an excellent skill description that clearly defines its scope (Temporal application development across five languages), provides comprehensive trigger terms covering SDK usage, debugging scenarios, CLI/server tooling, and durable execution concepts, and includes an explicit 'Use when...' clause. It is highly specific, complete, and distinctive with minimal conflict risk.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'Develop, debug, and manage Temporal applications' across five named languages, and enumerates specific concepts like non-determinism errors, stuck workflows, activity retries, signals, queries, heartbeats, versioning, continue-as-new, child workflows, and saga patterns.

3 / 3

Completeness

Clearly answers both 'what' (develop, debug, and manage Temporal applications across multiple languages) and 'when' with an explicit 'Use when...' clause that covers building with SDKs, debugging specific issues, using Temporal tooling, and working with durable execution concepts.

3 / 3

Trigger Term Quality

Excellent coverage of natural terms a user would say: 'Temporal', 'workflows', 'activities', 'workers', 'Temporal SDK', 'Temporal CLI', 'Temporal Server', 'Temporal Cloud', 'non-determinism errors', 'stuck workflows', 'activity retries', 'signals', 'queries', 'heartbeats', 'versioning', 'continue-as-new', 'child workflows', 'saga patterns'. These are all terms a developer working with Temporal would naturally use.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive — Temporal is a specific technology with a clear niche. The description names Temporal-specific concepts (non-determinism errors, continue-as-new, heartbeats, saga patterns) that are unlikely to conflict with other skills. The only minor overlap risk would be with general workflow orchestration skills, but the Temporal-specific terminology makes it clearly distinguishable.

3 / 3

Total

12

/

12

Passed

Implementation

57%

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 routing/overview skill with excellent progressive disclosure and clear reference organization across multiple languages and topics. Its main weaknesses are verbosity in the architecture explanation (concepts Claude likely knows) and a lack of inline actionable examples — it relies almost entirely on delegating to reference files without providing any quick-start code snippets or concrete debugging workflows in the main body.

Suggestions

Trim the Core Architecture section significantly — Claude understands distributed systems concepts; focus on Temporal-specific constraints and gotchas rather than explaining what Workers and Task Queues are.

Add at least one concrete, executable quick-start code snippet per major language (even a 5-line workflow + activity example) so the skill is immediately actionable without reading reference files.

Add an explicit troubleshooting workflow with validation checkpoints for common debugging scenarios (e.g., non-determinism errors: 1. Check error message → 2. Identify the mismatched command → 3. Review recent code changes → 4. Apply versioning fix → 5. Verify with replay test).

DimensionReasoningScore

Conciseness

The Core Architecture section explains concepts like what Workers, Task Queues, and Event History are at a level Claude likely already understands. The History Replay section is useful but the architecture overview could be significantly tightened. The Task Queue Priority/Fairness section adds proactive recommendation context that earns its place, but overall there's room to trim.

2 / 3

Actionability

The skill is primarily a routing document pointing to reference files rather than providing executable code or concrete commands inline. The only concrete command is `temporal server start-dev`. The 'Getting Started' section tells Claude to read other files rather than providing actionable steps directly. For a routing/overview skill this is somewhat expected, but it lacks any inline code examples for common tasks.

2 / 3

Workflow Clarity

The Getting Started section provides a basic sequence (install CLI, read language guide, read relevant references), but there are no validation checkpoints or feedback loops. For a skill covering debugging stuck workflows and non-determinism errors, the main SKILL.md lacks any troubleshooting workflow with explicit validation steps — it just points to reference files. The history replay explanation is a conceptual sequence, not an actionable workflow.

2 / 3

Progressive Disclosure

The skill excels at progressive disclosure with a clear overview followed by well-organized, one-level-deep references. References are clearly categorized (core vs. language-specific), paths are consistent and predictable (`references/core/...`, `references/{language}/...`), and each reference has a brief description of what it covers. The integrations catalog pattern is also well-structured.

3 / 3

Total

9

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

10

/

11

Passed

Repository
temporalio/skill-temporal-developer
Reviewed

Table of Contents

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