SKILLEMALL.ai

AF memory-system-sidecar

Operate, verify, rebuild, and debug the actual MemoryLab long-term memory sidecar that feeds `memory/ACTIVE_TASK_STATE.md` and `memory/LIVE_CONTEXT_PACKET.md`. Use when working on this repo’s implemented memory system: refreshing from session history, rebuilding indexes, running evals/tests, auditing milestone status, checking contamination boundaries, or inspecting memory artifacts under `memory-system/`, `memory/`, `history/`, and `scripts/context-refresh*`.

ClawHub Agent Skills author: sjinopenclaw v1.0.0 MIT-0 7 files · 3 scripts body ≈ 699 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process F 41/100 · Will not run — References files that are not bundled: scripts/context-refresh*

AnalyzerSoftware developmentInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
A
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
75
Run on models
none yet
Process rating
F
41/100
Will not run
References files that are not bundled: scripts/context-refresh*
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 7. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning frontmatter-yaml SKILL.md: the frontmatter is not valid YAML (YAML parse error: Nested mappings are not allowed in compact mappings at line 2, column 14: description: Operate, verify, rebuild, and debug the actual MemoryLab long-term… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value
  • warning missing-ref reference to a missing file: scripts/context-refresh*

Process rating: all ten parameters 41/100

Will not run. References files that are not bundled: scripts/context-refresh*
  • 0Tools and files. 1 referenced file(s) missing: scripts/context-refresh*
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 31 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 699 tokens
  • 100Running it twice. No mutating operations

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +3Description length 464: enough signal without eating the budget
  • +4Structure: 10 headings
  • +3Step-by-step instructions: 31 items
  • +4Has examples (3 code blocks)
  • +4Reference files are cited in the instructions (2 of 2)
  • +3All 3 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.

External checks

ClawHub: clean
The skill appears to perform disclosed, purpose-aligned local refresh/rebuild work, with a minor documentation gap about possible overwrites.
LLM: benign (medium) · VirusTotal: · 29 May 2026