elicitation SKILL.md skillA
elicitation from fusengine/agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fusengine/agents/elicitation@git:20260729.3b91eedPins git:20260729.3b91eed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fusengine/agents
- Path
plugins/ai-pilot/skills/elicitation/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260729.3b91eed, committed Jul 29, 2026
- First version recorded
- Jan 24, 2026
- Size
- 6,568 bytes
- Repository stars
- 34
- License
- MIT
Use when an expert agent self-reviews and self-corrects code after the Execute phase, before sniper validation (BMAD-METHOD elicitation techniques).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
<objective>
Elicitation lets an expert agent self-review and self-correct its own code before external validation, drawing on 75 elicitation techniques across 12 categories (code quality, security, performance, architecture, testing, docs, UX, data, concurrency, integration, observability, maintainability) inspired by BMAD-METHOD. Three modes control how techniques are chosen: MANUAL (default, user picks from 5 presented options), AUTO (auto-detected and applied silently), and SKIP (bypass straight to sniper).
It sits between Execute and eXamine in the APEX flow, scores itself against an exit threshold (>=90% proceed, 70-89% document gaps, <70% iterate), and persists its findings to `.claude/apex/docs/elicit-{task-slug}.json` so a later pass can diff against prior verdicts instead of restarting.
</objective>
# Elicitation Skill
## Purpose
Enable expert agents to **self-review and self-correct** their code before external validation (sniper). Based on BMAD-METHOD's 75 elicitation techniques.
---
## 3 Execution Modes
### Mode 1: MANUAL (default)
```
Expert presents 5 relevant techniques → User chooses → Expert applies
```
### Mode 2: AUTO (--auto)
```
…Read the whole file at its exact version.
How to install
mdr add fusengine/agents/elicitation@sha256:c815d90592772fb0The line at the top of this page pins the label git:20260729.3b91eed, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_u5pk5wwagz7nhip4)
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Versions
The registry has recorded 5 versions of this file, between Jan 24, 2026 and Jul 29, 2026, about one every 46 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260729.3b91eed latest | 2026-07-29 | 3b91eed | 6,568 B | A | view · diff |
| git:20260712.5cb67e5 | 2026-07-12 | 5cb67e5 | 5,873 B | A | view · diff |
| git:20260705.ba8ee52 | 2026-07-05 | ba8ee52 | 5,280 B | A | view · diff |
| git:20260705.8c2f9bc | 2026-07-05 | 8c2f9bc | 5,278 B | A | view · diff |
| git:20260124.acdc941 | 2026-01-24 | acdc941 | 4,681 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6568 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
fusengine/agents · 34 stars · license MIT · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_u5pk5wwagz7nhip4 GET https://markdownregistry.com/api/v1/resolve?ref=fusengine/agents/elicitation GET https://markdownregistry.com/api/v1/blob/c815d90592772fb04b869c9efb418c28711797de1c920da8acddb20c42e59b1a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from fusengine/agents
Every file in fusengine/agents