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create-runner-adapter

Add a new harness/provider integration to native Paperclip Runner, from requirements and protocol research through implementation, packaging, and real end-to-end acceptance. Use for new Runner adapters; legacy direct adapter authoring and migration are outside this skill.

61

Quality

77%

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SecuritybySnyk

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tessl review fix ./.agents/skills/create-runner-adapter/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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 disciplined, well-structured overview: lean token use, a clearly sequenced workflow with genuine validation and anti-regression rules, and proper deferral of detail to external documents. The main weakness is actionability — the body is an index to a playbook that is not part of the skill bundle, so a reader without that checkout gets directions but little executable substance.

Suggestions

Include the playbook and templates (or the critical sections of them) as bundle files under references/ within the skill directory, so the executable procedure does not depend on resolving an external checkout.

Add a few concrete inline anchors to make the body self-sufficient at a basic level — e.g., the exact command(s) to locate the checkout and run the E2E cells, or a minimal example of a capability-inventory or acceptance-ledger entry drawn from the templates.

Trim the duplicated legacy-exclusion and private-evidence statements (stated in both the intro and the closing rules) to recover tokens without losing any constraint.

DimensionReasoningScore

Conciseness

The body is lean and imperative with essentially no explanation of concepts Claude already knows; every line is either a step directive or a domain rule. It falls short of anchor 5 only through minor repetition — e.g., the legacy-migration exclusion in the intro reappears as the final bullet, and 'No private chat, task... is required' is restated as 'Do not substitute personal session links, private task URLs'.

4 / 5

Actionability

For an instruction-only skill it gives real direction (a step sequence, per-step deliverables like 'Record the user outcome, first environment, supported platforms...', and specific rules such as 'Verify the caller's exact model at the native boundary'), but nearly all executable detail is delegated to an external playbook ('The complete procedure is the [Runner integration playbook]') whose files are not part of this bundle and could not be verified to exist. The body itself contains only one concrete command ('git rev-parse --show-toplevel'), leaving key execution details missing, which matches anchor 3 rather than anchor 4's mostly-executable guidance.

3 / 5

Workflow Clarity

The 7-step work sequence is clearly ordered and mapped to playbook sections, with explicit validation checkpoints ('complete one real Paperclip task with independently verified output and physical cleanup', 'verify the complete runtime closure', 'retain original failures') and a feedback loop ('Diagnose the first divergence... before another paid attempt'). It sits below anchor 5 because the concrete commands and checklists backing each checkpoint live in the external playbook rather than in the skill.

4 / 5

Progressive Disclosure

The SKILL.md correctly acts as an overview pointing to two clearly signaled, one-level-deep references (the playbook and the templates file, each with its purpose stated) rather than inlining the detail. It misses anchor 5 because the referenced paths resolve outside the skill bundle (../../../doc/, via a checkout-locator instruction) and no references/ bundle files exist to verify navigation — organization is good but with minor gaps.

4 / 5

Total

15

/

20

Passed

Description

78%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: concrete, third-person, and domain-specific with an explicit 'Use for' clause and explicit boundary exclusions. Its only weakness is a single, narrow trigger phrase rather than a broader set of natural trigger variations.

DimensionReasoningScore

Specificity

The description lists several concrete actions spanning the lifecycle — 'requirements and protocol research through implementation, packaging, and real end-to-end acceptance' — with only minor coverage gaps (no mention of specific integration surfaces). It is not a fully comprehensive 5-level action list, but clearly exceeds the '1-2 concrete actions' of anchor 3.

4 / 5

Completeness

Both parts are explicit: the 'what' ('Add a new harness/provider integration to native Paperclip Runner, from requirements... through... end-to-end acceptance') and a genuine 'Use for new Runner adapters' trigger clause, plus an explicit exclusion. It stops short of anchor 5 because the 'when' offers only one trigger phrase without the concrete variation set the top anchor exemplifies.

4 / 5

Trigger Term Quality

Natural domain terms a user would say are present: 'harness/provider integration', 'Runner', 'adapter', 'new Runner adapters'. Coverage is good within the niche, though a few natural synonyms (e.g., 'execution system', 'model provider', 'driver integration') are missing, keeping it below the comprehensive-synonym coverage of anchor 5.

4 / 5

Distinctiveness Conflict Risk

It carves out a clear niche — 'native Paperclip Runner' adapters — and explicitly de-conflicts from the nearest related skills ('legacy direct adapter authoring and migration are outside this skill'), giving minimal trigger conflict risk.

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

relative_links

Relative link issues: 2 suspicious

Warning

Total

15

/

16

Passed

Repository

paperclipai/paperclip

Path

.agents/skills/create-runner-adapter/SKILL.md

Reviewed

Table of Contents

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