human-merge

Solid

Takes several separate reports — from several agents, several sources, or several documents — and returns one surface a person can decide from. Each report may be individually fine; the pile is what defeats the reader, and the relations between reports are invisible to every author who wrote one. Collapses reports that share an upstream source into the single source they are, names what is now superseded and whether a live decision rests on the dead figure, classifies conflicts instead of averaging them away, and pools coverage so a gap no single report had becomes visible. Works on any subject: research, legal, finance, operations, conservation, code. Trigger phrases: "/human-merge", "merge these reports", "combine what the agents found", "what do all of these add up to", "the sub-agents all came back", "did anything here contradict anything else". Not /human-output (the writing contract, which this skill links to rather than restates) or /human-rewrite (repairs one existing text and explicitly refuses sever

AI & Automation 0 stars 0 forks Updated today Apache-2.0

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Quality Score: 78/100

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70
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Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# /human-merge **Many reports in, one decidable surface out.** Each input may be excellent. The pile is still undecidable, because the reader cannot tell which claims are corroborated, which rest on one source wearing four hats, and which two reports quietly disagree. > **The complete style layer lives in `human-output` when that skill is > installed.** Otherwise apply the portable style floor, stopping-point rule, > and checker contract in > [`references/human-contract.md`](references/human-contract.md). This file > carries only what exists *because there is more than one report*. ## The four operations These are the whole skill. Each has no single-input analogue, which is why nobody who wrote one of the inputs could have done it. 1. **Collapse correlated reports to one source.** Reports are not sources. 2. **Name what is superseded** — and whether a live decision already rests on the dead figure. 3. **Classify each conflict** before touching it. Most are not contradictions. 4. **Pool coverage.** A hole no single report had appears only at merge time. Anything else you are tempted to add is `human-output` restated. Leave it out. ## The order the work happens The sections below are reference, not a running order. Executed top to bottom they would grade confidence before counting sources, which is the error this skill exists to prevent. Run these ten steps in order. Three of the dependencies are load-bearing and named where they bite. 1. **Inventory.** List every i...

Details

Author
allemaar
Repository
allemaar/open-skills
Created
1 months ago
Last Updated
today
Language
JavaScript
License
Apache-2.0

Integrates with

Similar Skills

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AI & Automation Solid

human-output

The contract for writing anything a person will read and decide from — a report, a finding, an answer, a request for a decision. Works on any subject: research, legal, finance, operations, planning, code. Referenced by other skills and invocable directly before a long piece of work. Trigger phrases: "/human-output", "remember I am a person not a machine", "write this for a human", "keep the reader in mind". Not /human-rewrite (repairs text that already exists) or /human-draw (builds a picture) — human-output governs writing as it happens.

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AI & Automation Solid

human-rewrite

The repair pass on text that already exists — an agent's own last output, a subagent's report, a supplied document, a research summary, a legal or medical paragraph — rewritten so a person can read it fast and act on it, without changing what it claims. Meaning-preserving by contract: uncertainty, scope conditions, numbers, sample sizes, attribution, absent results, and reversing caveats all survive. Works on any subject, not just software. Trigger phrases: "/human-rewrite", "translate that into human", "that was a wall of text", "I can't follow this", "say that again but readable", "shorten this without losing anything". Not /human-output (the writing contract, which this skill links to rather than restates) or /human-draw (builds a picture) — human-rewrite governs the transformation of text that already exists.

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Data & Documents Listed

humanizer

Audit, rewrite, or draft text so it carries zero AI-writing tells and makes only honest, sourced, self-consistent claims. Built from Wikipedia's "Signs of AI writing" (WikiProject AI Cleanup), open-source detector heuristics, and a writing-integrity contract. Use for ALL writing and editing tasks (blogs, LinkedIn, Quora, PR, case studies, emails, landing pages, executive ghostwriting) even when the user doesn't say "humanize". Also trigger when asked to detect AI patterns, de-AI a draft, audit claims, or check whether text would pass as human. Applies to everything except code and raw data.

0 Updated 1 weeks ago
Aparnabuilds