athola

evidence-logging

@athola/evidence-logging
athola
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Updated 1/18/2026
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name: evidence-logging

Installation

$skills install @athola/evidence-logging
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Details

Pathplugins/imbue/skills/evidence-logging/SKILL.md
Branchmaster
Scoped Name@athola/evidence-logging

Usage

After installing, this skill will be available to your AI coding assistant.

Verify installation:

skills list

Skill Instructions


name: evidence-logging description: | Workflow for capturing evidence and citations to create reproducible analyses and audit trails.

Triggers: evidence capture, citations, reproducible analysis, audit trail, documentation, evidence logging, findings documentation

Use when: conducting any review that needs evidence trails, creating audit documentation, ensuring reproducibility of analyses

DO NOT use when: quick informal checks without documentation needs. DO NOT use when: structured output is the focus - use structured-output.

Use this skill as foundation for all evidence-based review workflows. category: output-patterns tags: [evidence, citations, reproducible, audit-trail, documentation] dependencies: [] tools: [] usage_patterns:

  • evidence-capture
  • audit-trail
  • reproducible-analysis complexity: intermediate estimated_tokens: 1200

Evidence Logging

When to Use

  • During any review or analysis workflow to capture reproducible evidence.
  • When findings must be traceable to specific commands, outputs, or sources.
  • Before finalizing recommendations that stakeholders will act upon.

Activation Patterns

Trigger Keywords: evidence, proof, trace, audit, reproducible, citation, source, verify Contextual Cues:

  • "show your work" or "provide evidence"
  • "how can I verify this" or "reproduce these findings"
  • "cite your sources" or "where did this come from"
  • "create an audit trail"
  • "document the steps taken"

Auto-Load When: Any analysis requires traceability or when findings need reproducible verification.

Required TodoWrite Items

  1. evidence-logging:log-initialized
  2. evidence-logging:commands-captured
  3. evidence-logging:citations-recorded
  4. evidence-logging:artifacts-indexed

Mark each item complete as you finish the corresponding step.

Step 1: Initialize Log (evidence-logging:log-initialized)

  • Create evidence structure with timestamp and context:
    • Session ID or review identifier.
    • Repository, branch, and commit hash.
    • Analyst identity and review scope.
  • Establish naming convention for evidence references (e.g., [E1], [E2]).

Step 2: Capture Commands (evidence-logging:commands-captured)

  • Log every command that produces evidence:
    [E1] Command: git diff --stat HEAD~5..HEAD
         Output: 15 files changed, 234 insertions(+), 89 deletions(-)
         Timestamp: 2024-01-15T10:30:00Z
    
  • Include full command with arguments (no aliases).
  • Capture relevant output snippets, not entire dumps.
  • Note working directory and environment if relevant.

Step 3: Record Citations (evidence-logging:citations-recorded)

  • Log external sources consulted:
    [C1] Source: https://doc.rust-lang.org/nomicon/
         Section: "Working with Unsafe"
         Relevance: Validates unsafe block justification
    
  • Include web searches performed and key results.
  • Reference documentation versions (API docs, RFCs, specs).
  • Note any AI-assisted analysis with model/prompt context.

Step 4: Index Artifacts (evidence-logging:artifacts-indexed)

  • Catalog generated artifacts:
    • Screenshots, diagrams, or visualizations.
    • Exported reports or coverage summaries.
    • Saved query results or API responses.
  • Provide file paths or inline content for small artifacts.
  • Note artifact retention policy (ephemeral vs. archived).

Evidence Reference Format

Use consistent format in findings:

Finding: Memory leak in connection pool [E3, C2]
- Evidence [E3]: valgrind output showing 4KB unreleased
- Citation [C2]: PostgreSQL docs on connection lifecycle

Exit Criteria

  • Todos completed with structured evidence log.
  • All findings traceable to specific evidence references.
  • Downstream reports can cite evidence without re-running commands.