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lfg

Take a request all the way to done, hands-off, through the right Compound Engineering skills. A code change ends as an open pull request, pushed without stopping. Use only when the user explicitly asks for autonomous end-to-end work or invokes lfg directly. Use ce-plan, ce-work, ce-debug, or ce-commit-push-pr for work the user reviews step by step.

Quality

90%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

96%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 tight orchestration skill: an 11-step pipeline with hard validation gates, explicit stop conditions, and copy-ready child invocations, with all detail correctly pushed into real, well-signaled reference files. The only structural nit is that some reference files cross-link to a second level and two bundle files are only discoverable through it.

DimensionReasoningScore

Conciseness

The 59-line body is extremely lean: it explains nothing Claude already knows, contains no filler, and every clause carries a routing rule, a gate, or a stop condition (e.g. "Blocked status outranks an existing artifact and is never retried"). This matches anchor 5 (lean and efficient; every token earns its place) rather than 4, which would require padded passages to trim.

5 / 5

Actionability

For an instruction-only skill the guidance is fully executable: exact child invocations with modes and arguments ("invoke the `ce-work` skill with `mode:return-to-caller <plan-path-from-step-1>`", "ce-commit-push-pr` skill with `mode:pipeline branding:on`"), exact skip conditions, and exact carrier strings. Per the rubric's scoring note, absence of code is not penalized when the guidance is this actionable; it matches anchor 5.

5 / 5

Workflow Clarity

An 11-step sequence with explicit validation gates at each boundary ("Only a valid `status: complete` may advance; every other status or malformed return stops the pipeline"), enumerated stop conditions, an upfront precondition (the `git remote` check deciding push vs. local-only), and exception routes (defect route skips step 2). Validation checkpoints are pervasive, so no cap applies and it matches anchor 5.

5 / 5

Progressive Disclosure

SKILL.md is a clear overview hub with well-signaled references ("Read `references/intake.md` before choosing; it alone defines the routes"), and every referenced file exists. However, the bundle chains two levels deep in places (SKILL.md -> intake.md -> stage-routing.md; review-followup.md -> tracker-defer.md; shipping.md -> next-work-handoff.md), and two bundle files are reachable only through that second level, so it fits anchor 4 (good structure, minor organization gaps) rather than the strictly one-level-deep anchor 5.

4 / 5

Total

19

/

20

Passed

Description

82%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, well-gated trigger clause and excellent disambiguation against sibling skills. Its main weakness is that the capability statement is only concrete for the code-change shape, leaving the actions for other request shapes and the child skills' roles vague.

Suggestions

Enumerate one or two concrete outcomes for the non-code-change shapes (e.g. what ce-explain or ce-prototype runs return to the user) so the 'what' is concrete beyond the PR ending.

Add one or two natural synonyms users would say for the trigger, such as "don't stop until it's done" or "run this without asking me", alongside 'hands-off' and 'autonomous end-to-end work'.

DimensionReasoningScore

Specificity

The description names the domain (autonomous end-to-end delivery through Compound Engineering skills) and one concrete outcome ("A code change ends as an open pull request, pushed without stopping"), but the actions for other request shapes stay abstract ("Take a request all the way to done") and the child skills are only listed by name. It matches anchor 3 (domain plus 1-2 concrete actions, not comprehensive) rather than 4, which expects several specific actions enumerated.

3 / 5

Completeness

Both halves are explicit: what ("Take a request all the way to done, hands-off... A code change ends as an open pull request, pushed") and when ("Use only when the user explicitly asks for autonomous end-to-end work or invokes lfg directly"). The trigger clause is more explicit and concrete than the anchor-4 example, so it fits anchor 5 rather than 4.

5 / 5

Trigger Term Quality

Good natural keyword coverage: "hands-off", "autonomous end-to-end work", "all the way to done", "invokes lfg directly", "open pull request" are phrases a user would plausibly say when they need this. It sits at anchor 4 rather than 5 because common synonyms users might actually utter (e.g. "just do it without asking", "don't stop until it's done") are not covered, and "Compound Engineering skills" is internal jargon.

4 / 5

Distinctiveness Conflict Risk

It occupies a clear niche (autonomous, hands-off orchestration) and actively defuses overlap by redirecting the step-by-step workflows to other skills ("Use ce-plan, ce-work, ce-debug, or ce-commit-push-pr for work the user reviews step by step"), which is explicit conflict-avoidance guidance. Minimal conflict risk, matching anchor 5.

5 / 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

EveryInc/compound-engineering-plugin

Path

skills/lfg/SKILL.md

Reviewed

Table of Contents

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