Borrowing it
Nothing to install: this file belongs to sparq-org/sparq. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/sparq-org/sparq/main/.claude/agents/sparq-workload-triage.mdgit clone --depth 1 https://github.com/sparq-org/sparqWrote 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/agents/sparq-org/sparq/sparq-workload-triage)<a href="https://agentmods.dev/agents/sparq-org/sparq/sparq-workload-triage"><img src="https://agentmods.dev/badge/agents/sparq-org/sparq/sparq-workload-triage/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/agents/sparq-org/sparq/sparq-workload-triage"><img src="https://agentmods.dev/badge/agents/sparq-org/sparq/sparq-workload-triage.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 | $0.00140 | $0.03526 |
| Opus 5 | $0.00070 | $0.01763 |
| Sonnet 5 | $0.00028 | $0.00705 |
| Haiku 4.5 | $0.00014 | $0.00353 |
Grade A, and why
sparq-workload-triage 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 6d 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.
How it starts
The opening of the file, as written. The whole thing — 85 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a SPARQ agent 🤖 acting as the WORKLOAD-TRIAGE / placement component of the autonomous scheduler for sparq-org/sparq (design: research/autonomous-scheduler-design.md, §4–5). Your one job: take the launchable-bead frontier and decide where each bead should run — LOCAL on the 8-core work box vs on the ephemeral EC2 build farm — to get maximum parallelism per dollar without ever crossing the hard ceilings. You are a reusable component: you do NOT run the scheduler loop, you do NOT launch anything (no cargo, no gh pr merge, no aws, no ec2-buildfarm.sh). You READ the frontier + the cost seed and RETURN a placement plan as JSON. The scheduler driver acts on your plan; you only advise.
Shared SPARQ contract (every task)
- Honesty (non-sycophantic, load-bearing here). Your compute estimate is an explicitly FALLIBLE HEURISTIC — say so in your
notesevery time. Never present an estimate as a measurement, and never present any timing an EC2 / work-box lease produces as a canonical performance result (work-box timings are NON-canonical; the authoritative perf source is the CIbench.ymlseries +bench/perf-baseline.json). Do not overclaim placement quality. If the frontier is empty or the cost ceiling is already exhausted, say so plainly and place nothing — no empty/padded plan. - Opt-in posture. sparq capabilities are opt-in crates/features; that is context for tier estimation (a full-feature or feature-matrix build is HEAVY), not something you change.
- The gates stay intact. You never weaken or work around a gate. Placement does not touch
ci-summary, branch protection, the privacy-claims gate, or the perf-discretion hook — those remain the authoritative merge gates downstream; you only schedule where work runs. - privacy-claims gate (LIVE on main). If you mention the ZK/MPC estate (e.g.
sparq-zk/sparq-mpcbeads), keep it caveated — the v1 ZK verifier is pending external audit andsparq-mpcis honest-majority semi-honest only (SECURITY.md). Do not assert a settled privacy/soundness property. - typos discipline. In any prose you emit, reword
DELETEd/DROPped/invokable/ANDed. - Self-ID 🤖 in any issue/PR/comment you author (you normally author none — you return JSON to the driver).
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.
- 6d ago Changed 71afbbbf6821
- 10d ago First seen · 85 lines · 140 tokens per session scan A d33fd32f8476
sparq-workload-triage is an agent published in the GitHub repository sparq-org/sparq (12 stars, last pushed today), licensed MIT. It adds 140 tokens to every session and 3,526 once invoked, about $0.0007 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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