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load-context

Resume session from CONTEXT-llm.md. Use when resuming work, loading saved context, continuing a previous session. Triggers include "load context", "resume session", "continue where I left off".

Quality

84%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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 delivers a clear three-phase workflow with copy-paste-ready commands, an explicit failure-recovery guard for the AskUserQuestion bug, and properly externalized detail in a single well-signaled reference file. Its main weaknesses are repetition of the done/ and AskUserQuestion guidance across multiple sections and the stream-verification checkpoint being placed in Anti-Patterns rather than inside the workflow sequence.

Suggestions

Consolidate the done/ guidance, which currently appears in Philosophy ("Done means done"), Phase 1, the "NEVER load context from done/ without checking dates" anti-pattern, and the 📦 marker anti-pattern, into a single location (e.g., Phase 1 plus one anti-pattern).

Merge the standalone "⚠️ AskUserQuestion Guard" section with anti-pattern #3 ("NEVER proceed with assumptions when AskUserQuestion returns empty"), which restates the same bug, fallback, and rationale.

Inline the stream-verification step (grep '^stream:' ... and compare against the requested stream) into Phase 1 of the Workflow so the checkpoint is part of the sequenced steps rather than only an Anti-Patterns example.

DimensionReasoningScore

Conciseness

Every section is skill-specific with no explanation of concepts Claude already knows, but guidance is noticeably duplicated: done/ handling appears in Philosophy ("Done means done"), Phase 1, and two separate anti-patterns, and the AskUserQuestion guard appears both as a standalone CRITICAL section and as anti-pattern #3 with the same WHY. This fits the level-3 anchor (mostly efficient but could be tightened); level 4 would require the duplication to be only minor.

3 / 5

Actionability

Guidance is fully executable: a copy-paste Bash discovery command (ls -t .context/session/CONTEXT-*llm.md ...), a concrete parallel-Read plan with exact file paths for --full, a good/bad grep verification snippet, exact error messages via references/reference.md, and a worked resume-report example covering the default, named-stream, and --full cases. This matches the level-5 anchor (copy-paste ready, common cases covered).

5 / 5

Workflow Clarity

The three phases are clearly sequenced with explicit conditionals (done/ fallback, AskUserQuestion on multiple streams) and a real feedback loop for the empty-answers bug. However, the stream-header verification checkpoint lives in Anti-Patterns rather than being an explicit step in the workflow sequence itself, which is the minor validation gap of the level-4 anchor; level 5 would embed the validate-and-confirm step directly in the phase flow.

4 / 5

Progressive Disclosure

The body stays at overview/workflow level and externalizes section mapping, report layout, error messages, and formatting rules to references/reference.md — a real bundle file that exists — signaled twice (inline in Phase 3 and in a closing References table with a When-to-Use column) and exactly one level deep. This matches the level-5 anchor (clear overview, well-signaled one-level-deep references, easy navigation).

5 / 5

Total

17

/

20

Passed

Description

86%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.

The description clearly and explicitly answers both what the skill does and when to use it, backed by comprehensive natural trigger phrases and synonyms plus the concrete target file. Its only weakness is that it states a single main action, leaving capabilities like named-stream loading and --full expansion unmentioned.

DimensionReasoningScore

Specificity

"Resume session from CONTEXT-llm.md" names the domain and one concrete action anchored to a specific file, but the description lists no further capabilities (e.g., named streams, --full resource expansion), so coverage is not comprehensive. It is more concrete than the level-2 anchor ("Processes PDF files"-style generic action) but does not list the several specific actions the level-4 anchor requires.

3 / 5

Completeness

Both questions are explicitly answered: what ("Resume session from CONTEXT-llm.md") and when ("Use when resuming work, loading saved context, continuing a previous session. Triggers include..."), with concrete trigger phrases. This is a direct match for the level-5 anchor; level 4 would require the 'when' to be less explicit or specific.

5 / 5

Trigger Term Quality

The description gives both implicit triggers ("resuming work", "loading saved context", "continuing a previous session") and explicit quoted ones ("load context", "resume session", "continue where I left off"), covering the natural synonyms a user would say, plus the concrete filename. This matches the level-5 anchor (comprehensive natural terms including synonyms); level 4 would require a few natural terms to be missing, which is not the case.

5 / 5

Distinctiveness Conflict Risk

The niche (loading saved session context from CONTEXT-*.md files) is distinct with mostly dedicated triggers, but "resume session" is a common phrase users might say when they simply want to continue working, and closely related sibling skills (save-context, list-contexts per references/reference.md) create minor overlap risk. This fits the level-4 anchor (mostly distinct, minor overlap with closely related skills) rather than level 5's minimal-conflict clear niche.

4 / 5

Total

17

/

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

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

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

Warning

Total

14

/

16

Passed

Repository

pantheon-org/tekhne

Path

skills/agentic-harness/load-context/SKILL.md

Reviewed

Table of Contents

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