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/easyinplay/harnessed/researchnpx skills add easyinplay/harnessed --skill researchgit clone --depth 1 https://github.com/easyinplay/harnessedWrote 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/easyinplay/harnessed/research)<a href="https://agentmods.dev/skills/easyinplay/harnessed/research"><img src="https://agentmods.dev/badge/skills/easyinplay/harnessed/research.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 | $0.00134 | $0.01815 |
| Opus 5 | $0.00067 | $0.00907 |
| Sonnet 5 | $0.00027 | $0.00363 |
| Haiku 4.5 | $0.00013 | $0.00181 |
Grade A, and why
research 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 4d 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 — 75 lines — stays where its author put it; the contents beside it link to each section on GitHub.
research workflow
Multi-source research workflow shipped with harnessed v2.0 (Stage ① Discuss);
workflow.yaml schema bumped to harnessed.workflow.v3 in Phase v3.0-3.4 W1.1
(T3.4.W1.1 — D-09 L0 Discipline Substrate + D-05 tools_available cross-validate);
T2.3 split 01-fan-out into 5 gated source lanes — each lane is now gated by one
workflows/judgments/web-search-routing.yaml trigger (those 5 triggers used to be runtime
orphans: zero gate ref, so the file was never loaded or evaluated). 02-synth unchanged.
Phases (6)
| # | Phase | Upstream | Capability | Model | Gate | Description |
|---|---|---|---|---|---|---|
| 01 | 01-fan-out-tavily-keyword |
web-search | (route-by-subtask) | sonnet | judgments.web-search-routing.tavily-mcp-default.fires |
默认 lane — Tavily MCP 关键词 / 库 API / 新闻时效 / 生产 RAG |
| 02 | 01-fan-out-exa-descriptive |
web-search | (route-by-subtask) | sonnet | judgments.web-search-routing.exa-mcp-descriptive-academic.fires |
Exa MCP 覆盖默认 — 描述式查询 / 学术论文 (需 EXA_API_KEY, 缺则落默认 lane) |
| 03 | 01-fan-out-tavily-crawl |
web-search | (route-by-subtask) | sonnet | judgments.web-search-routing.tavily-crawl-map-site.fires |
Tavily 必用 — 抓整站 / 站点结构 (crawl / map), Exa 无对等工具 |
| 04 | 01-fan-out-ctx7-lib-docs |
ctx7 | (route-by-subtask) | sonnet | judgments.web-search-routing.ctx7-lib-docs.fires |
ctx7 CLI — 库 / API / 框架 / SDK / CLI 工具文档 (prefer over web search) |
| 05 | 01-fan-out-webfetch-url |
web-search | (route-by-subtask) | haiku | judgments.web-search-routing.webfetch-single-url.fires |
永远规则 — 单次轻量查询 (一个明确 URL) 直接 WebFetch, 不走 MCP / CLI |
| 06 | 02-synth |
gsd | gsd-discuss-phase |
opus | (无 gate — 无论命中哪条 lane 都要 aggregate) | GSD discuss-phase aggregate + dedup + reconcile |
Lanes are mutually exclusive (subtask.search_type is single-valued); the default
gateContext (search_type == 'keyword') fires only the Tavily lane, which is behaviourally
identical to the pre-T2.3 unconditional single 01-fan-out.
What ships with it
2 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.
- 4d ago First seen · 75 lines · 134 tokens per session scan A efeb870a587c
research is a skill published in the GitHub repository easyinplay/harnessed (2 stars, last pushed 9d ago), licensed Apache-2.0. It adds 134 tokens to every session and 1,815 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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