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 agentmods add skills/jxoesneon/ciel/agent-sortnpx skills add jxoesneon/Ciel --skill agent-sortgit clone --depth 1 https://github.com/jxoesneon/CielWrote 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/jxoesneon/ciel/agent-sort)<a href="https://agentmods.dev/skills/jxoesneon/ciel/agent-sort"><img src="https://agentmods.dev/badge/skills/jxoesneon/ciel/agent-sort.svg" alt="Measured on agentmods" 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 | $0.00011 | $0.00526 |
| Opus 5 | $0.00005 | $0.00263 |
| Sonnet 5 | $0.00002 | $0.00105 |
| Haiku 4.5 | $0.00001 | $0.00053 |
Grade A, and why
agent-sort scanned grade A with 0 findings 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 5d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
CIEL ADAPTATION: Agent Sort
This skill provides CIEL's mechanism for maintaining a lean, high-performance orchestration surface. It uses repo-local evidence to classify capabilities into "Active" (DAILY) or "Searchable" (LIBRARY).
Integration Context
Adapted from ~/.agents/skills/agent-sort/. This skill is critical for CIEL's Efficiency mandate, ensuring that the active context is not saturated by irrelevant capabilities.
Classification Model
- DAILY (Active): Loaded by default. Essential for the project's primary stack (e.g., TS, React, CI).
- LIBRARY (Searchable): Indexed in MemPalace but not loaded. Accessible via semantic search if needed.
Orchestration Logic
1. Evidence-First Triage
Before any major ingestion batch, the orchestration skill should trigger an agent-sort pass to establish the repo's real stack.
2. Context Optimization
During Strategic Compact operations, use this skill to demote skills that haven't been "hit" (per MemPalace stats) to the LIBRARY bucket.
3. Registry Synchronization
The Council of Five must approve all DAILY vs LIBRARY promotion/demotion cycles to ensure no critical safeguards are accidentally offloaded.
4. Verification
A sort pass is complete when:
- All DAILY items have cited repo evidence (file extensions, manifests).
- Stale or off-stack rules and hooks are identified and marked for removal.
- The resulting context window reduction is documented.
Original Documentation preserved at source.
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.
- 5d ago First seen · 68 lines · 11 tokens per session scan A cff6b85a5698
agent-sort is a skill published in the GitHub repository jxoesneon/Ciel (1 stars, last pushed 5d ago), licensed Apache-2.0. It adds 11 tokens to every session and 526 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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