fpf-problem-solving SKILL.md skillA
fpf-problem-solving from codealive-ai/ai-driven-development is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add codealive-ai/ai-driven-development/fpf-problem-solving@git:20261020.abac3b3Pins git:20261020.abac3b3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- codealive-ai/ai-driven-development
- Path
skills/fpf-problem-solving/SKILL.md- Versions recorded
- 25
- Latest version
- git:20261020.abac3b3, committed Oct 20, 2026
- First version recorded
- Aug 28, 2026
- Size
- 29,932 bytes
- Repository stars
- 163
- License
- MIT
Use First Principles Framework (FPF) to decompose problems, architect systems, evaluate alternatives, define quality, qualify and develop methods, initiate inquiry from ordinary work, disambiguate agent-relative instructions, steer or resume work, surface applicable methods, coordinate development states, bridge domain terms, screen mandatory steps, compare configurations, probe capability, decide under uncertainty, reconsider decisions after their basis changes, establish causality, reason…
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
# First Principles Framework (FPF) ## Attribution and license This skill adapts *First Principles Framework (FPF)* by Anatoly Levenchuk, [ailev/FPF](https://github.com/ailev/FPF), upstream commit `23b1cae396652ef1c1d63160aed163a3041c3ea1`. The FPF specification text in `sections/` is licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). Changes: the specification was split into section files and given generated navigation indexes; this `SKILL.md` adds an agent-oriented router and usage instructions. See the [upstream licensing scope](https://github.com/ailev/FPF/blob/main/LICENSING.md). Skill packaging and the splitter are MIT licensed. This adaptation is not endorsed by the FPF author. An "Operating System for Thought" — a transdisciplinary architecture for reasoning, written in human- and machine-readable pseudo-code. FPF turns raw intelligence (human or machine) into organisationally usable reasoning: explicit bounded contexts, auditable artefacts, multi-view descriptions, and disciplined hand-offs between specialised actors. ## Use cases Use FPF whenever you need to think more rigorously than the situation's default. …
Read the whole file at its exact version.
How to install
mdr add codealive-ai/ai-driven-development/fpf-problem-solving@sha256:5435d1067b816d12The line at the top of this page pins the label git:20261020.abac3b3, 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_b2hwgtzwr4ohyiyn)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 25 versions of this file, between Aug 28, 2026 and Oct 20, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261020.abac3b3 latest | 2026-10-20 | abac3b3 | 29,932 B | A | view · diff |
| git:20261018.5f831b4 | 2026-10-18 | 5f831b4 | 29,796 B | A | view · diff |
| git:20261016.79d911b | 2026-10-16 | 79d911b | 29,796 B | A | view · diff |
| git:20261014.7a6741e | 2026-10-14 | 7a6741e | 29,796 B | A | view · diff |
| git:20261012.31ab156 | 2026-10-12 | 31ab156 | 27,652 B | A | view · diff |
| git:20261008.4cfeb10 | 2026-10-08 | 4cfeb10 | 27,104 B | A | view · diff |
| git:20261006.25b7b1d | 2026-10-06 | 25b7b1d | 26,765 B | A | view · diff |
| git:20261004.f55c128 | 2026-10-04 | f55c128 | 26,541 B | A | view · diff |
| git:20261002.ec52392 | 2026-10-02 | ec52392 | 26,755 B | A | view · diff |
| git:20260930.b35678b | 2026-09-30 | b35678b | 26,755 B | A | view · diff |
| git:20260928.36c6a70 | 2026-09-28 | 36c6a70 | 26,711 B | A | view · diff |
| git:20260925.99caded | 2026-09-25 | 99caded | 26,526 B | A | view · diff |
| git:20260923.8bc7017 | 2026-09-23 | 8bc7017 | 26,266 B | A | view · diff |
| git:20260923.fe06bcc | 2026-09-23 | fe06bcc | 25,295 B | A | view · diff |
| git:20260921.af4035b | 2026-09-21 | af4035b | 24,612 B | A | view · diff |
| git:20260917.b1fbfa4 | 2026-09-17 | b1fbfa4 | 24,267 B | A | view · diff |
| git:20260915.48c6785 | 2026-09-15 | 48c6785 | 24,158 B | A | view · diff |
| git:20260913.76e9586 | 2026-09-13 | 76e9586 | 24,125 B | A | view · diff |
| git:20260909.c9c8139 | 2026-09-09 | c9c8139 | 21,840 B | A | view · diff |
| git:20260907.0d17691 | 2026-09-07 | 0d17691 | 21,529 B | A | view · diff |
| git:20260905.9fbc21c | 2026-09-05 | 9fbc21c | 21,271 B | A | view · diff |
| git:20260903.973f5ce | 2026-09-03 | 973f5ce | 21,033 B | A | view · diff |
| git:20260901.fbfa0de | 2026-09-01 | fbfa0de | 20,662 B | A | view · diff |
| git:20260830.8f8cb5d | 2026-08-30 | 8f8cb5d | 20,061 B | A | view · diff |
| git:20260828.645616e | 2026-08-28 | 645616e | 18,994 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 (29932 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
codealive-ai/ai-driven-development · 163 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_b2hwgtzwr4ohyiyn GET https://markdownregistry.com/api/v1/resolve?ref=codealive-ai/ai-driven-development/fpf-problem-solving GET https://markdownregistry.com/api/v1/blob/5435d1067b816d123c7b99001559ddf6d51909d4ed50b4f54f4f3a8f04aefa7f
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.