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acceptance-orchestrator

Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human re-intervention.

40

Quality

40%

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/acceptance-orchestrator/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

62%

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 orchestration skill with strong workflow clarity—clear state machine, explicit stop conditions, human gates, and an output contract. Its main weaknesses are the lack of concrete executable examples (relying on named sub-skills without showing invocation patterns) and the absence of bundle files for the referenced sub-skills, which undermines progressive disclosure. Some minor verbosity in boilerplate sections could also be trimmed.

Suggestions

Add concrete examples of how to invoke each sub-skill (e.g., what calling `create-issue-gate` or `verification-before-completion` looks like in practice, with sample inputs/outputs).

Provide the referenced sub-skill files (`create-issue-gate`, `closed-loop-delivery`, `verification-before-completion`) as bundle files, or include inline summaries of their key behaviors so the skill is self-contained.

Remove or condense the 'Limitations' section—its three bullets are generic safety advice Claude already follows and don't add skill-specific value.

DimensionReasoningScore

Conciseness

The skill is reasonably efficient but includes some sections that could be tightened—'When to Use' bullets partially restate the description, and the 'Limitations' section contains generic boilerplate advice Claude already knows. The state machine list and workflow are mostly lean, though the state list is redundant with the workflow steps.

2 / 3

Actionability

The skill provides structured guidance with named states, polling intervals, and clear stop conditions, but lacks concrete executable examples—no actual commands, code snippets, or copy-paste-ready templates. It delegates to sub-skills (e.g., `create-issue-gate`, `closed-loop-delivery`) without showing what those invocations look like in practice, making it more of a process description than executable guidance.

2 / 3

Workflow Clarity

The workflow is clearly sequenced as a state machine with explicit transitions, validation checkpoints (issue gate, completion gate, verification-before-completion), stop/escalation conditions, and human gates for destructive operations. The feedback loop (2 full rounds before escalation) and review polling backoff are well-specified.

3 / 3

Progressive Disclosure

The skill references multiple sub-skills (`create-issue-gate`, `closed-loop-delivery`, `verification-before-completion`, etc.) but provides no bundle files or linked documents to support them. Without those referenced skills available, the reader cannot follow through on the delegated steps. The internal structure is reasonable with clear sections, but the missing references limit effective navigation.

2 / 3

Total

9

/

12

Passed

Description

17%

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 description is overly abstract and process-oriented, describing a high-level workflow pipeline without specifying any concrete actions the skill performs. While it includes a 'Use when...' clause, the trigger conditions are too broad and use formal jargon rather than natural user language. It would be very difficult for Claude to distinguish this skill from other coding-related skills in a large skill library.

Suggestions

Add specific concrete actions the skill performs, e.g., 'Reads GitHub issues, writes implementation code, creates pull requests, runs CI tests, deploys changes, and verifies acceptance criteria'.

Replace jargon like 'issue intake', 'acceptance verification', and 're-intervention' with natural trigger terms users would say, such as 'fix this issue', 'implement this feature end to end', 'autonomous coding', or 'hands-off development'.

Improve distinctiveness by specifying the unique value proposition — e.g., that this is an autonomous end-to-end workflow skill versus a skill that helps with individual coding subtasks.

DimensionReasoningScore

Specificity

The description uses abstract language like 'coding task', 'issue intake', 'implementation', 'review', 'deployment', and 'acceptance verification' but does not list any concrete actions. These are high-level workflow phases, not specific capabilities like 'create pull requests', 'run tests', or 'deploy to staging'.

1 / 3

Completeness

The description has a 'Use when...' clause which addresses the 'when' question, but the 'what' is extremely vague — it only says a 'coding task should be driven end-to-end' without specifying what concrete actions the skill performs. The 'when' trigger is present but overly broad.

2 / 3

Trigger Term Quality

The terms used ('issue intake', 'acceptance verification', 're-intervention') are process jargon rather than natural keywords a user would say. Users are more likely to say things like 'fix this bug end to end', 'implement this feature', or 'handle this issue' rather than these formal workflow terms.

1 / 3

Distinctiveness Conflict Risk

The description is extremely generic — 'coding task' and 'implementation' could overlap with virtually any coding-related skill. There is nothing that carves out a distinct niche or differentiates this from other development or automation skills.

1 / 3

Total

5

/

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

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