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recursive-decision-ledger

Run repeated rollouts ("Prime Gauss" style recursive prompting) while keeping an append-only decision ledger of trials, marks, coherence checks, and promotion gates, so recursive confidence never auto-approves live trading, deploy, or destructive actions. Use when the user asks for repeated rollouts, marked decision processes, high-dimensional search, stochastic optimization, local-optima exploration, ensemble comparison, or recursive reasoning with a visible evidence trail.

Quality

88%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

82%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 is an efficient, well-structured instruction set: a concrete ledger contract, a clearly sequenced rollout loop with validation gates, and ready-to-use output templates. It is an instruction-only skill, so the absence of code is not penalized, but a few execution details (ledger location/format, bounded-search mechanics) and error-recovery paths keep it just short of top marks.

DimensionReasoningScore

Conciseness

The 72-line body is lean and assumes Claude's competence: every section instructs rather than explains ("Prefer JSONL for append-only ledgers and Markdown for human summaries"), with no padding or concept explanations. It matches the "every token earns its place" anchor.

5 / 5

Actionability

Concrete guidance throughout — a specific ledger field checklist, a 7-step rollout loop, and copy-paste-ready example blocks for the coherence mark and summary — but "Run the bounded search" and ledger storage details (path/format) remain unspecified. Mostly actionable with minor gaps, not the fully executable coverage of anchor 5.

4 / 5

Workflow Clarity

The 7-step "Rollout Loop" is clearly sequenced and includes real validation checkpoints (marking in step 4, downgrade-on-failed-replay in step 6, and explicit promotion gates), so it avoids the missing-validation cap. It falls short of anchor 5's full error-recovery feedback loops and checklists — e.g., what to do when a replay gate fails beyond downgrading.

4 / 5

Progressive Disclosure

A single-file skill with clean, well-signaled sections (Ledger Contract, Rollout Loop, Coherence Mark, Promotion Rules, Summary Shape) and no external references — appropriate since nothing clearly belongs in a separate file. However, the body exceeds the under-50-lines condition under which well-organized sections alone earn a 5, placing it noticeably above anchor 3 but below the clear 5.

4 / 5

Total

17

/

20

Passed

Description

91%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 capabilities in third person, includes an explicit "Use when..." clause with comprehensive natural trigger terms, and carves out a distinctive niche around recursive rollout prompting with an evidence ledger. The only weaknesses are modest — a slightly narrow action list and minor overlap risk with general optimization skills.

DimensionReasoningScore

Specificity

Names two concrete actions — "Run repeated rollouts... keeping an append-only decision ledger of trials, marks, coherence checks, and promotion gates" — with detailed scope, but lacks the multiple distinct actions of the 5 anchor. It sits noticeably above the 1-2-action coverage of anchor 3 but below comprehensive multi-action coverage.

4 / 5

Completeness

Explicitly answers what ("Run repeated rollouts... keeping an append-only decision ledger... so recursive confidence never auto-approves live trading, deploy, or destructive actions") and when ("Use when the user asks for repeated rollouts...") with concrete trigger phrases. Both halves match the 5 anchor exactly; no lower anchor fits.

5 / 5

Trigger Term Quality

The trigger list "repeated rollouts, marked decision processes, high-dimensional search, stochastic optimization, local-optima exploration, ensemble comparison, or recursive reasoning with a visible evidence trail" comprehensively covers the natural phrases a user would say, including synonyms and the distinctive "Prime Gauss" term.

5 / 5

Distinctiveness Conflict Risk

A niche domain (recursive rollout prompting with a decision ledger) with distinctive triggers, but broader terms like "high-dimensional search" and "stochastic optimization" create minor overlap risk with general optimization/research skills. Mostly distinct rather than a clear isolated niche.

4 / 5

Total

18

/

20

Passed

Validation

87%

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

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

frontmatter_unknown_keys

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

Warning

Total

14

/

16

Passed

Repository

affaan-m/ECC

Path

skills/recursive-decision-ledger/SKILL.md

Reviewed

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