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BC agent-recall

Persistent compounding memory for AI agents. 6 MCP tools: session_start, remember, recall, session_end, check, digest. Correction-first memory with watch_for warnings, palace rooms with salience scoring, cross-project insight matching, same-day journal merging, ambient recall hooks. Local markdown only. Zero cloud, zero telemetry, Obsidian-compatible.

ClawHub Agent Skills author: Memijashi v3.3.27 MIT-0 80 files body ≈ 2 819 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

As a process C 50/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureObsidianVS CodeGitHubAI and agentstype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
78/100
safety, quality, tests
Safety 60%
87
Quality 40%
65
Run on models
none yet
Process rating
C
50/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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 · 13

✓ No critical or high findings

Medium and low: 13
  • low Secrets in code secret-high-entropy-token package-lock.json:79
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…GLi+2W/6ao+6Y7gu/RCwR…Kng==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:274
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…GLw+xYSd…cqA==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:329
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…FrF+LTRo…W3g==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:338
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…A6j+hAmM…GbS+kf5c…csw==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:347
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…5bm+c2gQ…aG5+esrLODihIorn+Pe6F…dXA==",
    detector
  • low Secrets in code secret-high-entropy-token packages/cli/README.md:47
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="#arsave-and-arstart"><img src="https://img.shields.io/badge/%2Far…B6B?style=…" alt="/arsave"></a>
    quoted
  • low Secrets in code secret-high-entropy-token packages/cli/README.md:48
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="#arsave-and-arstart"><img src="https://img.shields.io/badge/%2Far…DC4?style=…" alt="/arstart"></a>
    quoted
  • low Secrets in code secret-high-entropy-token packages/core/README-pre-redesign.md:47
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="#arsave-and-arstart"><img src="https://img.shields.io/badge/%2Far…B6B?style=…" alt="/arsave"></a>
    quoted
  • low Secrets in code secret-high-entropy-token packages/core/README-pre-redesign.md:48
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="#arsave-and-arstart"><img src="https://img.shields.io/badge/%2Far…DC4?style=…" alt="/arstart"></a>
    quoted
  • low Secrets in code secret-high-entropy-token README.md:48
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="#arstatus-arsave-arstart-and-arsaveall"><img src="https://img.shields.io/badge/%2Far…55E?style=…" alt="/arstatus"></a>
    quoted
  • low Secrets in code secret-high-entropy-token README.md:49
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="#arstatus-arsave-arstart-and-arsaveall"><img src="https://img.shields.io/badge/%2Far…DC4?style=…" alt="/arstart"></a>
    quoted
  • low Secrets in code secret-high-entropy-token README.md:50
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="#arstatus-arsave-arstart-and-arsaveall"><img src="https://img.shields.io/badge/%2Far…B6B?style=…" alt="/arsave"></a>
    quoted
  • low Secrets in code secret-high-entropy-token README.md:51
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="#arstatus-arsave-arstart-and-arsaveall"><img src="https://img.shields.io/badge/%2Far…93D?style=…" alt="/arsaveall"></a>
    quoted

Files scanned: 80. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • note frontmatter-key unknown frontmatter key "origin"
  • note frontmatter-key unknown frontmatter key "platform"
  • note frontmatter-key unknown frontmatter key "install"
  • note frontmatter-key unknown frontmatter key "security"
  • note frontmatter-key unknown frontmatter key "trigger"
  • note frontmatter-key unknown frontmatter key "skip"

Process rating: all ten parameters 50/100

  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 60Tools and files. Uses tools (bash) that frontmatter does not declare
  • 65Failures and branches. 3 branches
  • 100Steps. 41 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2819 tokens
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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
  • -47 reference files, but SKILL.md never points to them: the model will not open them
  • +1No license
  • +2Single-language instructions
  • +3Description length 353: enough signal without eating the budget
  • +4Structure: 18 headings
  • +3Step-by-step instructions: 41 items
  • +4Has examples (20 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 65.

External checks

ClawHub: suspicious
AgentRecall is a legitimate local memory tool, but its artifacts include broader transcript scanning, Claude memory/hook integration, shell-driven workflows, and deletion behavior that exceed the narrow local-only description.
LLM: suspicious (high) · VirusTotal: · 29 May 2026