think-dialectical-bootstrapping skillA
think-dialectical-bootstrapping is agent-read markdown (skill) from product-on-purpose/thinking-framework-skills: Produces a dialectical estimate that improves a single committed number by polling the inner crowd, make a first estimate, assume it is wrong and list why, read whether that pushes the answer too high or too low, make a second estimate from those changed assumptions, then mechanically average the two. Use when a hard, one-off, bounded-scale numeric estimate (a year, a percentage, a count, a forecast) is about to be committed and no second judge, no real reference class, and no better data are av.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
How to install
mdr add product-on-purpose/thinking-framework-skills/think-dialectical-bootstrapping@v0.1.0mdr add product-on-purpose/thinking-framework-skills/think-dialectical-bootstrapping@sha256:1d42fc0b15b334e6Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_br5276wbvh65sx6y)
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Versions
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 (9989 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
product-on-purpose/thinking-framework-skills · 14 stars · license Apache-2.0 · pushed 2026-08-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_br5276wbvh65sx6y GET https://markdownregistry.com/api/v1/resolve?ref=product-on-purpose/thinking-framework-skills/think-dialectical-bootstrapping GET https://markdownregistry.com/api/v1/blob/1d42fc0b15b334e6678d87443ebeec34ce85e65634f311d115705cf09e26ee89