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AC telos

TELOS (Telic Evolution and Life Operating System) — Reads, updates, and backs up the user's personal life OS stored in ~/clawd/telos/. Provides missions, goals, beliefs, challenges, and wisdom as context for life-aligned AI assistance. Based on Daniel Miessler's PAI framework. Use when: (1) user mentions 'telos', 'setup telos', 'update telos', 'add to telos', 'my goals', 'my beliefs', 'my missions', 'telos status'; (2) user asks about personal decisions, career direction, investment choices, relationships, priorities, or life strategy — always check for telos context first; (3) user says 'help me fill telos', '引导我填 telos', or 'telos onboarding'; (4) user says 'backup telos', 'restore telos', 'telos backups', 'telos history', or 'list telos snapshots'.

ClawHub Agent Skills author: sauldataman v1.0.2 MIT-0 32 files body ≈ 2 211 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process C 52/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureInfrastructuretype 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
A
95/100
safety, quality, tests
Safety 60%
98
Quality 40%
90
Run on models
none yet
Process rating
C
52/100
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

    For the model run — optional
    • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

    Guard findings · 2

    ✓ No critical or high findings

    Medium and low: 2
    • low Secrets in code secret-high-entropy-token scripts/backup-telos.ts:16
      High-entropy token-like string (may be an id, hash or a credential)
      *   bun backup-telos.ts restore telo…000
    • low Secrets in code secret-high-entropy-token scripts/backup-telos.ts:206
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      bun backup-telos.ts restore telo…000
      quoted

    Files scanned: 31. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    • note frontmatter-key unknown frontmatter key "requires"

    Process rating: all ten parameters 52/100

    • 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
    • 55Failures and branches. 1 branches
    • 60Tools and files. Uses tools (bash) that frontmatter does not declare
    • 100Steps. 26 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 2211 tokens
    • 100Running it twice. Mutating operations check current state
    • low The response is described with custom markup (7 tags): a typed call is more reliable
    • medium 3 test cases, all positive: not one "should refuse" or "should ask first"

    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 761: enough signal without eating the budget
    • +4Structure: 10 headings
    • +3Step-by-step instructions: 26 items
    • +4Has examples (1 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: 90.

    External checks

    ClawHub: suspicious
    TELOS appears to be a legitimate personal-life context skill, but it needs Review because it can silently load very sensitive personal files and its restore tooling can write outside the intended Telos area if invoked with crafted inputs.
    LLM: suspicious (high) · VirusTotal: · 29 May 2026