appreciative-reframe SKILL.md skillA
appreciative-reframe from yogsoth-ai/de-anthropocentric-research-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yogsoth-ai/de-anthropocentric-research-engine/appreciative-reframe@git:20260923.cbc38aaPins git:20260923.cbc38aa in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yogsoth-ai/de-anthropocentric-research-engine
- Path
skills/appreciative-reframe/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.cbc38aa, committed Sep 23, 2026
- Size
- 1,257 bytes
- Repository stars
- 508
- License
- Apache-2.0
Reframe a problem around functioning exceptions, existing strengths, positive deviance, and conditions under which desired behavior already occurs.
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
# appreciative-reframe ## Purpose Reframe a problem around functioning exceptions, strengths, positive deviance, and conditions supporting desired behavior. ## Input contract ```yaml required: [problem_statement, functioning_exceptions] optional: [stakeholders, outcome_definition] constraints: [exceptions must be observed cases, not aspirations] ``` ## Procedure 1. Identify cases where the desired behavior already occurs. 2. Extract the enabling conditions and strengths present in those cases. 3. Rewrite the research question around reproducing or extending those conditions. ## Output contract ```yaml produces: [exception_inventory, enabling_conditions, appreciative_reframe] delta_fields: [findings, hypothesis_updates, decisions] ``` ## Quality gates - Each positive exception has evidence and a condition set; the reframe preserves the target outcome. ## Failure and counterexamples Reject success stories that are unverified, incomparable, or explained only by selection bias. ## Provenance map - `deep-insight/appreciative-reframing`: resolved.
Read the whole file at its exact version.
How to install
mdr add yogsoth-ai/de-anthropocentric-research-engine/appreciative-reframe@sha256:afa424a33883a928The line at the top of this page pins the label git:20260923.cbc38aa, 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_4vzd2lyodmaobq4m)
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Versions
The registry has recorded 1 version of this file, committed on Sep 23, 2026.
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 (1257 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
yogsoth-ai/de-anthropocentric-research-engine · 508 stars · license Apache-2.0 · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4vzd2lyodmaobq4m GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/appreciative-reframe GET https://markdownregistry.com/api/v1/blob/afa424a33883a92803f1cb07695c06667d96c75686f0ef40ba2a83cbc205bd58
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.