Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add drippy-passport968/agent-supervision-skills --skill kimi-supervisiongit clone --depth 1 https://github.com/drippy-passport968/agent-supervision-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/drippy-passport968/agent-supervision-skills/kimi-supervision)<a href="https://agentmods.dev/skills/drippy-passport968/agent-supervision-skills/kimi-supervision"><img src="https://agentmods.dev/badge/skills/drippy-passport968/agent-supervision-skills/kimi-supervision/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/drippy-passport968/agent-supervision-skills/kimi-supervision"><img src="https://agentmods.dev/badge/skills/drippy-passport968/agent-supervision-skills/kimi-supervision.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00051 | $0.07352 |
| Opus 5 | $0.00026 | $0.03676 |
| Sonnet 5 | $0.00010 | $0.01470 |
| Haiku 4.5 | $0.00005 | $0.00735 |
Grade A, and why
kimi-supervision scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Runs shell commandslowCapability
Expected in a hook, worth knowing in a rule or an instructions file.
### Anti-pattern: bypassing the supervision scripts via direct `subprocess.run` Copies of this mod
1 near-identical copy found in the catalogue:
- kimi-supervision — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 854 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kimi Supervision
Use this skill when you want Codex to make local Kimi Code do work, watch what happened, inspect its reports, and then independently verify the outcome.
This skill is for supervision, not blind delegation.
What this skill provides
This skill ships self-contained PowerShell scripts:
scripts/common.ps1scripts/kimi-run-once.ps1scripts/kimi-chat.ps1scripts/kimi-view-session.ps1scripts/test-kimi-supervision.ps1
The optional agents/openai.yaml file is metadata for agent environments that support skill display names, descriptions, and implicit invocation policy. The PowerShell scripts do not require it.
These scripts:
- require a locally installed
kimiCLI - do not depend on any hard-coded machine-specific bridge directory
- prefer Kimi's native session memory
- start Kimi with thinking mode enabled by default unless you pass
-NoThinking - treat think-only or tool-call-only output as intermediate, not as a finished answer
- keep local session artifacts for later inspection
- recover answers from Kimi native files when
kimi --printreturns empty or incomplete stdout - default to a long native recovery window so Kimi is not judged too early
State layout
Default state root:
%LOCALAPPDATA%\kimi-supervision\
Override:
KIMI_SUPERVISION_HOME
Fallbacks if environment variables are missing:
%USERPROFILE%\.kimi-supervisionC:\kimi-supervision
Per session, this skill stores:
sessions/<name>/transcript.jsonlsessions/<name>/last-prompt.txtsessions/<name>/last-response.jsonlsessions/<name>/last-response.txtsessions/<name>/session.json
Core design
This skill uses:
- Native Kimi session first
- Native file recovery second
- Transcript replay fallback last
Meaning:
kimi-chat.ps1creates or reuses a real Kimi--sessionid- follow-up calls reuse that same native Kimi session id
- if flattened stdout is empty or incomplete, the script reads Kimi's native
context.jsonl - if flattened stdout contains only
[THINK]or[TOOL_CALL]lines, the script still keeps waiting for final answer text - if native execution or native resume is unavailable, the script can fall back to transcript replay mode
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 854 lines · 51 tokens per session scan A 261f772aa3ec
kimi-supervision is a skill published in the GitHub repository drippy-passport968/agent-supervision-skills (3 stars, last pushed today), licensed MIT. It adds 51 tokens to every session and 7,352 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
long-goal
Sustained objectives via longtask / completegoal — idempotent goal wording, project-style modular work, early web/doc research, Runtime Context metadata.
my
Check and set the agent's own runtime state (model, iterations, context window, token usage, web config). Use when diagnosing why something doesn't work ("why can't you search the web?", "why did you stop?"), checking resource limits before complex tasks, adapting configuration for long or simple tasks, or remembering…
memory
Two-layer memory system with Dream-managed knowledge files.
update-setup
A one-time setup wizard that creates a personalized upgrade skill for a workspace. It checks for an existing setup, identifies the installed nanobot version and installation clues, and requires confirmation of the installation method before writing the skill.
weather
Get current weather and forecasts (no API key required).
skill-creator
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.