CtrlK
BlogDocsLog inGet started
Tessl Logo

agentflow

Orchestrate autonomous AI development pipelines through your Kanban board (Asana, GitHub Projects, Linear). Manages multi-worker Claude Code dispatch, deterministic quality gates, adversarial review, per-task cost tracking, and crash-proof pipeline execution.

56

Quality

65%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./plugins/antigravity-awesome-skills-claude/skills/agentflow/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Discovery

67%

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 strong on specificity and distinctiveness, clearly articulating a unique set of capabilities around autonomous AI development pipeline orchestration. However, it lacks an explicit 'Use when...' clause, which limits completeness, and some of the terminology is more technical jargon than natural user language. Adding explicit trigger guidance and more user-friendly keywords would improve skill selection accuracy.

Suggestions

Add an explicit 'Use when...' clause, e.g., 'Use when the user wants to automate development workflows, dispatch tasks from a project board, or run multi-agent coding pipelines.'

Include more natural trigger terms users might say, such as 'automate tasks', 'project management', 'task board', 'sprint automation', or 'batch coding tasks'.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: multi-worker Claude Code dispatch, deterministic quality gates, adversarial review, per-task cost tracking, and crash-proof pipeline execution. These are concrete, identifiable capabilities.

3 / 3

Completeness

The 'what' is well-covered with specific capabilities, but there is no explicit 'Use when...' clause or equivalent trigger guidance. The description implies when to use it but never explicitly states the conditions under which Claude should select this skill.

2 / 3

Trigger Term Quality

Includes some good natural keywords like 'Kanban board', 'Asana', 'GitHub Projects', 'Linear', and 'AI development pipelines'. However, terms like 'deterministic quality gates' and 'adversarial review' are more technical jargon than what users would naturally say. Missing simpler trigger terms like 'task management', 'project board', 'automate tasks', or 'CI/CD'.

2 / 3

Distinctiveness Conflict Risk

This skill occupies a very clear niche: autonomous AI development pipelines via Kanban boards with specific integrations (Asana, GitHub Projects, Linear). The combination of multi-worker dispatch, quality gates, and cost tracking makes it highly distinctive and unlikely to conflict with other skills.

3 / 3

Total

10

/

12

Passed

Implementation

62%

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

AgentFlow's SKILL.md provides a comprehensive overview of a complex multi-agent orchestration system with good workflow clarity and safety mechanisms. Its main weaknesses are moderate verbosity in conceptual sections that Claude doesn't need explained, and incomplete actionability — key configuration details (PM tool setup, SPEC.md format, script contents) are missing, making it hard to actually execute the pipeline from this document alone. The lack of bundle files means all content is inline, though the document length is manageable.

Suggestions

Add a concrete SPEC.md example (even a minimal one) showing the expected format, and show what the decomposed task output looks like on the board.

Remove or drastically trim the 'Core Concepts' section — Claude doesn't need explanations of stateless architecture, deterministic vs probabilistic, or what a Kanban board is. Convert these to terse bullet points if any are truly novel.

Provide concrete configuration details for PM tool integration (e.g., how to connect to Asana/Linear/GitHub Projects, what env vars or config files are needed).

Split detailed reference content (quality gates thresholds, cost tracking tables, troubleshooting) into bundle files and reference them from the main SKILL.md.

DimensionReasoningScore

Conciseness

The skill is reasonably well-structured but includes unnecessary explanatory content Claude already knows (e.g., explaining what a Kanban board is, what 'stateless' means, the general concept of crash recovery). The 'Core Concepts' section is largely conceptual padding. The 'When to Use This Skill' section could be trimmed. However, the operational sections (commands, step-by-step, quality gates) are fairly lean.

2 / 3

Actionability

Commands and step-by-step guide provide concrete bash commands, which is good. However, key details are missing: there's no example SPEC.md format, no example of what task decomposition output looks like, no concrete configuration for PM tool integration (Asana/GitHub Projects/Linear), and the crontab setup references a script (agentflow-cron.sh) without showing its contents or how it's configured. The commands feel like interface descriptions rather than fully executable guidance.

2 / 3

Workflow Clarity

The 6-step workflow is clearly sequenced with explicit quality gates at each stage transition (Build→Review: tsc+eslint+tests, Review→Test: adversarial review, etc.). Safety mechanisms include auto-revert on failure, retry limits with human escalation, dead agent detection, and graceful shutdown. The troubleshooting section provides feedback loops for common failure scenarios.

3 / 3

Progressive Disclosure

The skill references external resources (architecture docs, gap registry, getting started guide) but these are all external GitHub links, not bundle files. There are no bundle files provided, so the skill is essentially monolithic. The content could benefit from splitting detailed sections (quality gates, cost tracking, troubleshooting) into separate referenced files. The Related Skills section provides good cross-references to other skills.

2 / 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
sickn33/antigravity-awesome-skills
Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.