JusttYashh
- 8 skills
- 0 followers
- 3 hours ago last updated
- ▌ Compile Skill · justtyashhCompiles an accepted ProcedureDraft into a portable Agent Skills SKILL.md plus evidence file in learned-skills/. Use after Soulcatcher challenge-inference accepts a procedure and the user approves compilation.
- ▌ Detect Patterns · justtyashhFinds repeated ordered sequences across multiple sessions in BehavioralTrace data. Produces PatternReport artifacts with confidence scores. Use during Soulcatcher pattern detection, when analyzing cross-session behavior, or when the user asks what workflows they repeat.
- ▌ Infer Procedure · justtyashhConverts recurring patterns from PatternReport data into candidate executable procedures with separated evidence and inference. Produces ProcedureDraft artifacts. Use during Soulcatcher inference phase or when the user asks what workflow their behavior suggests.
- ▌ Challenge Inference · justtyashhAdversarially tests ProcedureDraft hypotheses before compilation — tries to disprove patterns using counterevidence and context checks. Use during Soulcatcher validation phase or when the user asks to verify a learned workflow is real.
- ▌ Adversarial Decision Analysis · justtyashh bundleStress-tests competing options by searching for counterexamples and surfacing the strongest downside before recommending a choice. Use when evaluating decisions, tradeoffs, architecture options, vendor selection, hire/no-hire calls, research conclusions, or any recommendation that needs adversarial scrutiny before commitment.
- ▌ Observe · justtyashhCaptures meaningful behavioral events from agent sessions without altering agent responses. Produces BehavioralTrace artifacts. Use during Soulcatcher observation phase, when analyzing session history, or when the user asks to watch and record how they work.
- ▌ Skill Audit · justtyashhCompares compiled Skills against recent BehavioralTraces to detect workflow drift or obsolescence. Use when auditing learned skills, checking if a Soulcatcher skill still matches behavior, or after major project changes.
- ▌ Soulcatcher · justtyashh bundleOrchestrates behavioral workflow discovery — observes actions across sessions, detects recurring procedures, challenges inferences, and compiles portable Agent Skills with evidence. Use when the user mentions Soulcatcher, wants to learn their workflow, compile a skill from behavior, run the Soulcatcher demo, or analyze how they repeatedly solve a class of problems.