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FC taskflow

Structured project/task management for OpenClaw agents — markdown-first authoring, SQLite-backed querying, bidirectional sync, CLI, Apple Notes integration.

Not recommendedcritical or high security findings · low grade F
ClawHub Agent Skills author: Smols v1.1.1 15 files body ≈ 6 412 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process C 54/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

IntegrationAI and agentsWriting and documentsOperations and projectstype 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
F
26/100
safety, quality, tests
Safety 60%
0
Quality 40%
65
Run on models
none yet
Process rating
C
54/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
When it triggers w 12
20
the three weakest of ten parameters · all ten

What is at stake

The skill contains fragments that, in the wrong hands, cost money or data. Below: what the installer risks and what the author should do.

Dangerous commands
If you install

The skill contains commands that delete files, rewrite disks or execute code fetched from the network. The agent may run them without asking if it believes the instructions require it.

For the author

Replace destructive commands with safe equivalents that ask for confirmation, scope them to one folder, and stop piping curl into a shell: pin a version and a checksum.

How to improve

  1. Address the high-severity findings: each costs 18 safety points. If one is a false positive, add the rule id to guard.allow in spec.yaml.
  2. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  3. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
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 · 14

  • high Dangerous commands cmd-persistence SKILL.md:603
    Persistence mechanism (cron / launchd / scheduled task / autorun registry)
    launchctl unload ~/Library/LaunchAgents/com.taskflow.sync.plist
  • high Dangerous commands cmd-persistence SKILL.md:604
    Persistence mechanism (cron / launchd / scheduled task / autorun registry)
    rm ~/Library/LaunchAgents/com.taskflow.sync.plist
  • high Dangerous commands cmd-persistence system/com.taskflow.sync.plist.xml:12
    Persistence mechanism (cron / launchd / scheduled task / autorun registry)
    1. Copy this file to ~/Library/LaunchAgents/com.taskflow.sync.plist
  • high Dangerous commands cmd-persistence system/com.taskflow.sync.plist.xml:20
    Persistence mechanism (cron / launchd / scheduled task / autorun registry)
    launchctl load ~/Library/LaunchAgents/com.taskflow.sync.plist
  • high Dangerous commands cmd-persistence system/com.taskflow.sync.plist.xml:31
    Persistence mechanism (cron / launchd / scheduled task / autorun registry)
    launchctl unload ~/Library/LaunchAgents/com.taskflow.sync.plist
  • high Dangerous commands cmd-persistence system/com.taskflow.sync.plist.xml:32
    Persistence mechanism (cron / launchd / scheduled task / autorun registry)
    rm ~/Library/LaunchAgents/com.taskflow.sync.plist
Medium and low: 8
  • medium Dangerous commands cmd-persistence scripts/taskflow-cli.mjs:285
    Persistence mechanism (cron / launchd / scheduled task / autorun registry) (quoted — discussed, not commanded)
    execSync(`launchctl load "${plistDest}"`, { stdio: 'pipe' })
    quoted
  • medium Dangerous commands cmd-persistence scripts/taskflow-cli.mjs:289
    Persistence mechanism (cron / launchd / scheduled task / autorun registry) (string literal in code, not executed)
    console.log(`    launchctl load "${plistDest}"`)
    code literal
  • medium Dangerous commands cmd-persistence scripts/taskflow-cli.mjs:299
    Persistence mechanism (cron / launchd / scheduled task / autorun registry) (code comment)
    *   macOS  → ~/Library/LaunchAgents/com.taskflow.sync.plist  (launchctl)
    comment
  • medium Dangerous commands cmd-persistence scripts/taskflow-cli.mjs:346
    Persistence mechanism (cron / launchd / scheduled task / autorun registry) (quoted — discussed, not commanded)
    execSync(`launchctl load "${plistDest}"`, { stdio: 'pipe' })
    quoted
  • medium Dangerous commands cmd-persistence scripts/taskflow-cli.mjs:350
    Persistence mechanism (cron / launchd / scheduled task / autorun registry) (string literal in code, not executed)
    console.log(`    launchctl load "${plistDest}"`)
    code literal
  • medium Dangerous commands cmd-persistence SKILL.md:595
    Persistence mechanism (cron / launchd / scheduled task / autorun registry) (quoted — discussed, not commanded)
    1. Copy `taskflow/system/com.taskflow.sync.plist.xml` → `~/Library/LaunchAgents/com.taskflow.sync.plist`
    quoted
  • medium Dangerous commands cmd-persistence SKILL.md:598
    Persistence mechanism (cron / launchd / scheduled task / autorun registry) (quoted — discussed, not commanded)
    4. Load: `launchctl load ~/Library/LaunchAgents/com.taskflow.sync.plist`
    quoted
  • low Dangerous commands cmd-cron-mention SKILL.md:536
    Mentions editing / listing crontab
    # Run: crontab -e

Files scanned: 15. 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")
  • warning body-long SKILL.md body ≈ 6412 tokens (recommended < 5000); move details to references/

Process rating: all ten parameters 54/100

  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 16 mutating operations with no state check
  • 60Tools and files. Uses tools (bash, web, python) that frontmatter does not declare
  • 70Execution cost. Instruction body is 6412 tokens
  • 100Steps. 59 steps
  • 100Failures and branches. 4 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 15 top-level sections: this looks like several domains in one skill
  • high The skill tells the model to perform an irreversible action with no human approval
  • low The response is described with custom markup (10 tags): a typed call is more reliable

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 156: enough signal without eating the budget
  • +4Structure: 43 headings
  • +3Step-by-step instructions: 59 items
  • +4Has examples (34 code blocks)
  • +3All 5 scripts are documented

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

External checks

ClawHub: clean
TaskFlow is a coherent local task-management skill with disclosed workspace writes, SQLite sync, and optional Apple Notes/background-sync features, but users should review privacy and automation settings before enabling them.
LLM: benign (high) · VirusTotal: · 29 May 2026