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review-latest-feedback

Sweep recent feedback (the Slack feedback channels, GitHub issues, CI on main, Sentry, Analytics errors, chat run health, deploys), fix as many real bugs as possible, ship them in one PR, then close the loop on every Slack report with 👀/✅/🎫 and one short plain-English reply. Use for scheduled or manual feedback sweeps, usually followed by /ship.

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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.

An exceptionally actionable, well-sequenced operational skill with real validation checkpoints and a sound two-file reference structure. Its main cost is token weight: several rule sets (reply format, other-runs' PRs) are stated two or three times across the body and the Slack reference, and the body carries detail that belongs in the reference.

Suggestions

State each rule once: the reply-format rules in 'The contract' are restated in step 5 and again in references/slack-reaction-replies.md — keep the body to a short summary plus the good/bad example table and defer the rest to the reference.

Collapse the three statements of the other-runs'-PR rule ('PRs', 'One run, one PR', and 'Open items first') into one boundary rule and reference it from the other two spots.

Move the 'Real replies that missed' table and detailed close-out reply variants into references/slack-reaction-replies.md so the body reads as the overview the reference structure implies.

DimensionReasoningScore

Conciseness

The body never explains concepts Claude already knows and is dense with workflow-specific rules, but several rule sets are repeated: the reply-format rules appear in 'The contract' (~90 lines with two example tables), again in step 5, and in more detail in references/slack-reaction-replies.md; the other-runs'-PR rule is stated in 'PRs', 'One run, one PR', and 'Open items first'. This is mostly efficient but could be meaningfully tightened, matching the could-be-tightened anchor rather than the minor-trimming one.

3 / 5

Actionability

Fully executable guidance throughout: exact commands ('gh issue list --state open --search "updated:>=<date>"', 'git worktree add <path> origin/main', 'pnpm ci:wait <number>', 'gh pr checks <number> --watch --interval 60'), concrete channel IDs, copy-paste reply examples, and a recap template cover the common cases. Matches the copy-paste-ready top anchor.

5 / 5

Workflow Clarity

Six clearly sequenced steps with explicit validation checkpoints ('Reproduce before you edit', 'Prove it' requiring the check to fail with the fix reverted, second-opinion review before the PR, CI exit-code handling, review-round escalation) and a closing self-check checklist. Feedback loops and checklists for error recovery match the top anchor; the batch/destructive cap does not apply since validation is pervasive.

5 / 5

Progressive Disclosure

Both bundle references are real, clearly signaled, and one level deep with when-to-read guidance ('read it before marking, replying to, or closing any Slack report'; the linked #backstop anchor exists). However the body is a 445-line full procedure rather than an overview, and its contract detail substantially overlaps references/slack-reaction-replies.md, so placement is good but not fully split — matching the minor-organization-gaps anchor rather than the clear-overview one.

4 / 5

Total

17

/

20

Passed

Description

92%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: it states concrete, comprehensive actions across named feedback sources, gives an explicit trigger clause, and carves out a distinct niche. The only weakness is modest synonym coverage in its trigger terms.

DimensionReasoningScore

Specificity

Lists multiple concrete actions (sweep named feedback sources, fix bugs, ship one PR, close the loop with 👀/✅/🎫 and a plain-English reply) covering the whole workflow comprehensively, with seven specific sources named. This matches the comprehensive-coverage anchor, not the minor-gaps anchor below it.

5 / 5

Completeness

Clearly answers both 'what' (sweep, fix, ship in one PR, close the loop with specific reactions and reply style) and 'when' ('Use for scheduled or manual feedback sweeps, usually followed by /ship') with concrete trigger phrases. The explicit Use-for clause with concrete triggers matches the top anchor, not the 'when could be more explicit' anchor.

5 / 5

Trigger Term Quality

Good natural keyword coverage ('feedback', 'feedback sweeps', 'Slack', 'GitHub issues', 'Sentry', 'CI', 'deploys', 'bugs') that a user requesting this work would plausibly say. A few natural synonyms like 'bug reports', 'triage', or 'user reports' are missing, so it falls short of the comprehensive-synonyms anchor.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (feedback sweeps with a Slack reaction protocol, single PR, followed by /ship) with distinct triggers, making it unlikely to fire for an unrelated skill. Matches the clear-niche/minimal-conflict anchor rather than the minor-overlap anchor.

5 / 5

Total

19

/

20

Passed

Validation

75%

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

Validation — 12 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

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

Warning

referenced_paths_exist

Referenced path issues: 2 missing

Warning

Total

12

/

16

Passed

Repository

BuilderIO/agent-native

Path

.agents/skills/review-latest-feedback/SKILL.md

Reviewed

Table of Contents

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