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convex-launch-readiness

Run every Convex audit (authz, reviewer, advisor, insights) into one scored, deduped readiness report with an ordered fix plan — Lighthouse for your backend.

Quality

80%

Does it follow best practices?

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Passed

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tessl review fix ./.agents/skills/convex-launch-readiness/SKILL.md
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 tight, well-sequenced orchestration skill: it composes four named audits, defines an auditable scoring formula, and includes genuine feedback loops (score-delta re-runs, stated coverage gaps). Weaknesses are the redundancy between the Rules and Workflow sections and references to schema files that are not part of this skill's bundle.

Suggestions

Deduplicate the Rules section against the Workflow steps — rules 2–7 largely restate steps 3–7; keep only the genuinely new ones ("Compose, don't re-implement" and the read/aggregate/dispatch gating rule).

Either bundle the referenced files (specs/finding.schema.json, specs/finding-report.schema.json) or describe their relevant fields inline, since the paths currently dangle outside the skill.

Add one concrete example of invoking a sub-audit or emitting a normalized finding (e.g. a sample finding with class, identity, severity, fixCapability) to make the bus contract executable rather than descriptive.

DimensionReasoningScore

Conciseness

The body is dense and assumes Claude's competence — no concept explanations, no padding — but most of the Rules section restates Workflow steps (e.g. "The score counts CONFIRMED findings only", "Re-run affected passes… show the score delta"). That duplication is more than a trivial amount, keeping it below the lean 5 anchor.

4 / 5

Actionability

Concrete orchestration guidance throughout: named passes with preconditions, an exact scoring formula ("start at 100; subtract per CONFIRMED finding by severity (high −15, med −5, low −1), floor at 0"), a dedup key "(class, identity)", and named fixCapabilities. It falls short of 5 because no concrete invocation syntax is given for the sub-capabilities and the referenced specs/finding.schema.json files are not present in the bundle.

4 / 5

Workflow Clarity

Seven explicitly ordered steps with real validation checkpoints and feedback loops: skip-precondition checks announced up front ("a skipped pass is not a pass"), coverage gaps stated rather than dropped, plausible-vs-confirmed separation, and "RE-RUN the affected passes and show the score delta" after fixes. This matches the clear-sequence-with-explicit-validation anchor.

5 / 5

Progressive Disclosure

At ~36 lines with well-organized Workflow and Rules sections and no bundle files to disclose, structure is good. It misses 5 because the body cites paths that do not resolve inside the skill bundle (specs/finding.schema.json, specs/finding-report.schema.json, content/capabilities/launch-readiness.json), which muddies navigation.

4 / 5

Total

17

/

20

Passed

Description

70%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 specific, distinctive description that clearly names the domain, the four audits composed, and the outputs (scored, deduped report plus ordered fix plan). Its main weakness is the missing "Use when…" trigger clause — the only usage hint is the "Lighthouse" metaphor — and a few natural synonyms (launch, production readiness, health check) are absent.

Suggestions

Add an explicit trigger clause, e.g. "Use when the user asks whether their Convex backend is ready to launch/ship, wants an audit summary, or asks for a readiness score or fix plan."

Replace or supplement the "Lighthouse for your backend" metaphor with concrete natural phrases users would say ("production readiness", "health check", "pre-launch audit") to improve trigger coverage.

Optionally mention the dispatch behavior ("then re-runs affected audits after fixes") since it is a distinguishing capability currently absent from the description.

DimensionReasoningScore

Specificity

Lists several concrete actions — "Run every Convex audit (authz, reviewer, advisor, insights)", "scored, deduped readiness report", "ordered fix plan" — with only minor coverage gaps. The "Lighthouse for your backend" metaphor is buzzword-adjacent and keeps it below the comprehensive anchor at 5.

4 / 5

Completeness

The "what" is clear and specific, but there is no "Use when…" clause or equivalent explicit trigger guidance — "Lighthouse for your backend" only weakly implies when to use it, which caps completeness at 3 per the judging guidelines.

3 / 5

Trigger Term Quality

"Convex audit", "readiness report", "fix plan", and "backend" are natural phrases a Convex user would say, giving good keyword coverage. Common variations like "launch", "production readiness", or "health check" are missing, so it does not reach comprehensive coverage at 5.

4 / 5

Distinctiveness Conflict Risk

It carves out a clear niche (Convex backend audits) and names its four sub-audits explicitly, so it is unlikely to trigger for the wrong skill. Even closely related audit or code-review skills would not realistically conflict with these triggers.

5 / 5

Total

16

/

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

FacundoLucci/autonomous-buyer

Path

.agents/skills/convex-launch-readiness/SKILL.md

Reviewed

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