freeshard-research-frontier

freeshard-research-frontier is a Product strategy & roadmaps skill for AI agents, published by FreeshardBase in the freeshard repository on GitHub. Skillspace rates freeshard-research-frontier D (64/100) and it passed the safety scan; the rating is based on static analysis only.

Open research problems where Freeshard can advance the state of the art, led by the personal-agent-on-shard bet ('your apps are your agent's tools and memory'). Use when asked to explore, prototype, or evaluate frontier work: agent apps on shards, always_on apps, public webhook paths, apps-as-principals token scoping, invisible self-hosting UX, cold-start/PAUSED-PAGED economics (#81/#109/#26), or the self-developing-repo loop. TRIGGER on: 'agent app', 'AI on the shard', 'always_on', 'moat', 'Olares', 'Letta', 'Goose', 'personal agent', 'research direction', 'what makes Freeshard different', 'cold start', 'PAUSED tier', RFC issues #81 #109 #110 #26. SKIP when implementing the OIDC provider itself (use freeshard-oidc-identity-campaign), when doing routine issue work (freeshard-change-control), when you need auth/crypto theory (freeshard-domain-reference), or evidence/method discipline (freeshard-research-methodology).

Grade
D
Quality
64 / 100
Safety
Passed
GitHub stars
47

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubFreeshardBase/freeshard

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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