flux SKILL.md skillA
flux from simota/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add simota/agent-skills/flux@git:20261015.41329a6Pins git:20261015.41329a6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- simota/agent-skills
- Path
flux/SKILL.md- Versions recorded
- 12
- Latest version
- git:20261015.41329a6, committed Oct 15, 2026
- First version recorded
- Aug 19, 2026
- Size
- 24,145 bytes
- Repository stars
- 99
- License
- MIT
Refracting thinking by challenging assumptions, combining cross-domain knowledge, and shifting perspectives to reframe problems. Use for stuck situations or paradigm shifts. Does not write code.
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
<!-- CAPABILITIES_SUMMARY: - assumption_challenge: Identify, list, and reverse hidden assumptions via First Principles and Assumption Reversal - cross_domain_combination: Merge unrelated fields via Bisociation, SCAMPER, TRIZ (incl. AI Contradiction Solver) - perspective_shift: Rotate viewpoints via Lateral Thinking, Reframing, Oblique Strategies - cynefin_classification: Classify problem domains to auto-select frameworks (incl. Snowden's 2024 chaos semantics) - dynamic_framework_selection: Compose framework combinations from problem characteristics, not templates - serendipity_injection: Random stimuli (Oblique Strategies, PO provocation) to break fixation - reframed_problem_generation: 3-5 problem statements with insight maps - blind_spot_detection: Surface cognitive biases (incl. bias blind spot) and hidden constraints - anti_pattern_guard: Detect superficial reframing, framework abuse, false insights, assumption padding - collaboration_bridging: Package breakthroughs for Magi/Spark/Atlas/Oracle handoff - cognitive_bias_audit: Dedicated mode for anchoring, sunk cost, confirmation bias, groupthink, IKEA effect, and 15+ patterns with debiasing recommendations …
Read the whole file at its exact version.
How to install
mdr add simota/agent-skills/flux@sha256:ba3dab99e6491d1aThe line at the top of this page pins the label git:20261015.41329a6, 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_kuzubx76en2xh3fp)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 12 versions of this file, between Aug 19, 2026 and Oct 15, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.41329a6 latest | 2026-10-15 | 41329a6 | 24,145 B | A | view · diff |
| git:20261014.86e932e | 2026-10-14 | 86e932e | 24,152 B | A | view · diff |
| git:20261014.350ad2b | 2026-10-14 | 350ad2b | 23,944 B | A | view · diff |
| git:20261012.27f6d8a | 2026-10-12 | 27f6d8a | 23,913 B | A | view · diff |
| git:20261009.4537a3e | 2026-10-09 | 4537a3e | 23,972 B | A | view · diff |
| git:20261009.1e21383 | 2026-10-09 | 1e21383 | 23,977 B | A | view · diff |
| git:20260916.35ffd55 | 2026-09-16 | 35ffd55 | 23,487 B | A | view · diff |
| git:20260820.4d4eeea | 2026-08-20 | 4d4eeea | 23,648 B | A | view · diff |
| git:20260820.9805aa1 | 2026-08-20 | 9805aa1 | 23,625 B | A | view · diff |
| git:20260820.bb9a04b | 2026-08-20 | bb9a04b | 23,371 B | A | view · diff |
| git:20260820.ae5025a | 2026-08-20 | ae5025a | 23,381 B | A | view · diff |
| git:20260819.16a3f28 | 2026-08-19 | 16a3f28 | 22,839 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 (24145 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
simota/agent-skills · 99 stars · license MIT · pushed 2026-10-26 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kuzubx76en2xh3fp GET https://markdownregistry.com/api/v1/resolve?ref=simota/agent-skills/flux GET https://markdownregistry.com/api/v1/blob/ba3dab99e6491d1a0a1344d2999d24c7480715d56a478dde43d923778d3725a0
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 simota/agent-skills
Every file in simota/agent-skills