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full-stack-orchestration-full-stack-feature

Coordinate database, backend, frontend, testing, and deployment work for a complete feature. Use when implementing changes that span multiple application layers.

51

Quality

64%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./skills/full-stack-orchestration-full-stack-feature/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

50%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.

The body's core is a genuinely useful, well-sequenced 12-step multi-agent orchestration with concrete subagent assignments and ready-to-use prompts, but it is wrapped in boilerplate filler, a leaked extended-thinking block, and an unresolved $ARGUMENTS placeholder, with no inter-phase validation gates despite covering migrations and deployment. It needs a significant trim of padding plus explicit validate-before-proceed checkpoints between phases.

Suggestions

Delete the boilerplate 'Use this skill when / Do not use this skill when' sections, the '[Extended thinking: ...]' block, the generic 'Instructions' bullets, and the trailing 'Feature to implement: $ARGUMENTS' artifact — they consume tokens without adding guidance.

Add explicit validation checkpoints between phases (e.g., 'Phase 2 may start only after API contracts from Phase 1 are approved; run contract tests before Phase 3 convergence; deploy only when the security audit reports zero critical findings') with fix-and-retry guidance.

Define how $ARGUMENTS and the configuration options (stack, api_style, testing_depth, compliance) are actually injected into the subagent prompts, or move the 12 detailed prompt templates into a references/ file and keep SKILL.md as a phase overview.

DimensionReasoningScore

Conciseness

Several padded sections add no value: boilerplate 'Use this skill when / Do not use this skill when' lists with garbled duplicated phrases ('Working on full stack orchestration full stack feature tasks'), generic filler ('Clarify goals, constraints, and required inputs', 'Apply relevant best practices and validate outcomes'), a leaked '[Extended thinking: ...]' meta-block, and a dangling template artifact ('Feature to implement: $ARGUMENTS'). This matches the 'noticeably verbose; several unnecessary explanations or padded sections' anchor; it is not anchor 1 because the 12-step core carries real, non-redundant orchestration information.

2 / 5

Actionability

Each of the 12 steps specifies a concrete subagent type and a copy-paste-ready prompt (e.g., 'Use Task tool with subagent_type="database-design::database-architect"' plus full prompt text) with expected outputs and context, which is mostly executable guidance. It is not anchor 5 because the '$ARGUMENTS' placeholder is never defined, and the listed configuration options are never wired into any step.

4 / 5

Workflow Clarity

The 12 steps are clearly sequenced into 4 phases with stated input dependencies ('Using the database design from previous step') and a convergence note, but validation exists only as an end-state success-criteria list — there are no per-phase validation checkpoints or error-recovery loops. Because the workflow includes destructive/batch contexts (schema migrations, deployment, rollout), the rubric's cap holds workflow clarity at anchor 3 ('steps listed but validation gaps; checkpoints missing or implicit'), preventing a 4 despite the good sequencing.

3 / 5

Progressive Disclosure

No bundle files exist; all detail — 12 prompt templates, configuration options, success criteria — is inlined in a single 134-line file. The per-phase section structure is decent, but content that would serve better as separate reference files (per-phase prompt templates, subagent catalog) is inline, and the filler sections dilute the overview. This matches anchor 3 ('some structure but could be better organized; content that should be separate is inline'), and is below anchor 4 because nothing is split out and no navigation to detail files is offered.

3 / 5

Total

12

/

20

Passed

Description

62%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.

The description is functional and grammatically clean with an explicit use-when clause, but it relies on one generic verb ('coordinate') across named layers rather than concrete capabilities, and it omits the skill's own most natural trigger phrase ('full stack'). It reads as a slightly padded, medium-specificity description that would benefit from naming 2-3 concrete deliverables and full-stack synonyms.

Suggestions

Replace the generic verb with 2-3 concrete actions, e.g., 'Design database schemas, generate API contracts, implement backend and frontend, run contract/E2E tests, and set up CI/CD deployment for a complete feature.'

Add the natural trigger phrase and its synonyms, e.g., 'Use when implementing a full-stack feature, an end-to-end change, or changes that span frontend, backend, and database layers.'

Trim the domain enumeration to the strongest triggers so the description stays lean while covering what and when explicitly.

DimensionReasoningScore

Specificity

The description names five domains ("database, backend, frontend, testing, and deployment") but attaches them to a single generic action ("Coordinate ... work"), matching the anchor for domain coverage with only 1-2 non-specific actions. It is above anchor 2 because multiple concrete domains are named, but below anchor 4 because no specific actions (e.g., design schemas, generate API specs) are listed.

3 / 5

Completeness

Both parts are present: a clear 'what' ("Coordinate database, backend, frontend, testing, and deployment work for a complete feature") and an explicit 'when' ("Use when implementing changes that span multiple application layers"), in third person. It falls short of anchor 5 because the 'when' clause lacks concrete trigger phrases such as 'full stack', 'end-to-end feature', or 'frontend and backend together'.

4 / 5

Trigger Term Quality

Relevant keywords like "backend", "frontend", "database", and "deployment" are present, but the most natural user phrase — "full stack" — is absent (it appears only in the skill name), along with synonyms like "end-to-end" or "across the stack". This fits the anchor for some relevant keywords missing common variations, and not anchor 4 since a user asking for a 'full-stack feature' would not lexically match the description's strongest terms.

3 / 5

Distinctiveness Conflict Risk

"for a complete feature" and "span multiple application layers" carve a clear niche that will not trigger for single-layer tasks like pure backend or pure deployment work, matching the 'mostly distinct; minor overlap risk' anchor. It is not anchor 5 because "Coordinate ... work" is broad enough to overlap with general orchestration, planning, or project-setup skills.

4 / 5

Total

14

/

20

Passed

Validation

100%

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

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

rmyndharis/antigravity-skills

Path

skills/full-stack-orchestration-full-stack-feature/SKILL.md

Reviewed

Table of Contents

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