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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.

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

The canonical home for this skill is acceptance-orchestrator in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

81%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 orchestration skill with an explicit state machine, validation gates at every risky step, and a firm output contract. Its weaknesses are minor: duplicated polling-schedule text and delegation to sub-skills whose operative logic is never summarized inline.

Suggestions

State the PR review polling schedule once (either in Fixed defaults or in workflow step 4) to remove the duplication.

Inline one or two operative criteria for the required sub-skills (e.g., what 'create-issue-gate' checks for a 'ready' issue) so execution does not stall if a sub-skill is unavailable.

Clarify that the listed sub-skills are separate skills to invoke rather than bundle files, so navigation expectations are unambiguous.

DimensionReasoningScore

Conciseness

The body is lean, terse, and assumes Claude's competence — no concept explanations or padding — but the PR review polling schedule is stated twice ('PR review polling = 3m -> 6m -> 10m' in Fixed defaults and again in workflow step 4), so a few tokens could be trimmed. Not 5 because of that duplication; well above anchor 3 since nothing over-explains.

4 / 5

Actionability

For an instruction-only skill the guidance is concrete: fixed defaults (max 2 rounds, dev environment, explicit polling windows), explicit stop conditions, human gates, and a structured output contract. Not 5 because steps like 'Use create-issue-gate logic' and 'Hand off to closed-loop-delivery' delegate to sub-skills without inlining any of their operative criteria, leaving minor execution gaps.

4 / 5

Workflow Clarity

A clear six-step numbered workflow with explicit validation checkpoints (issue gate before execution, 'No success claim without fresh evidence', verification against 'real logs/API/Lambda behavior, not assumptions'), feedback loops (review polling with retry rounds), and escalation paths when validation fails. This matches the anchor with explicit validation steps and error-recovery loops, including human gates for destructive operations.

5 / 5

Progressive Disclosure

No bundle files exist and none are needed; the body is well-sectioned (Overview, Inputs, State Machine, Workflow, Stop Conditions, Human Gates, Output Contract) with nothing inlined that belongs in a separate file. It falls short of anchor 5 because at ~107 lines it exceeds the under-50-line simple-skill case and offers no one-level-deep references of its own — the sub-skill names are pointers to other skills, not well-signaled bundle files.

4 / 5

Total

17

/

20

Passed

Description

83%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 description with an explicit 'Use when...' trigger, a clearly stated end-to-end pipeline, and mostly natural trigger terms. Its main gaps are missing common user synonyms (e.g., 'ship', 'Definition of Done') and slight overlap risk with general dev-workflow skills.

Suggestions

Add natural user-side synonyms such as 'ship this', 'take an issue all the way to done', or 'Definition of Done (DoD)' to broaden trigger coverage.

Sharpen distinctiveness by leading with the differentiator (acceptance-evidence-driven orchestration with escalation states) rather than generic pipeline stages like 'implementation, review, deployment'.

DimensionReasoningScore

Specificity

Names several concrete pipeline actions — 'issue intake through implementation, review, deployment, and acceptance verification' — which is more than the 1-2 actions at anchor 3, but stops short of anchor 5's comprehensive coverage (e.g., no mention of escalation, DoD handling, or state tracking).

4 / 5

Completeness

Explicitly answers both: what it does ('driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification') and when to use it ('Use when a coding task should be...'), with concrete trigger phrasing. Not 4 because the 'when' clause is explicit and specific rather than merely adequate.

5 / 5

Trigger Term Quality

Good natural keyword coverage ('coding task', 'end-to-end', 'implementation', 'review', 'deployment', 'acceptance verification'), but formal phrases like 'acceptance verification' and 'minimal human re-intervention' miss common user variations like 'ship this', 'take this issue to done', or 'Definition of Done', keeping it below anchor 5.

4 / 5

Distinctiveness Conflict Risk

The end-to-end acceptance-driven orchestration niche is fairly distinct ('DoD proven', acceptance verification loop), but the broad terms 'implementation, review, deployment' create minor overlap risk with general coding-workflow or deployment skills, so it does not reach anchor 5's minimal conflict risk.

4 / 5

Total

17

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository

administrakt0r/AI-Agents-Safe-Coding-Skills

Path

plugins/AI-Agents-Safe-Coding-Skills-claude/skills/acceptance-orchestrator/SKILL.md

Reviewed

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