tmusser

30 mods across 3 repositories, 8 stars between them.

analyze-mini

02

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Risk-triggered consistency checkpoint that detects when task artifacts, assumptions, or verification no longer support a safe build decision.

4 yesterday A 27 tokens original MIT

build-one

04

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Implement exactly one planned slice after scope is frozen, without exceeding the spec ceiling or carrying known analysis debt into the build.

4 yesterday A 27 tokens original MIT

constitution-lite

07

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Define a tiny set of stable, non-negotiable agent authority boundaries for repeated or delegated work without duplicating CLAUDE.md, AGENTS.md, or task specs.

4 yesterday C 38 tokens original MIT

context-check

08

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Detect context drift, rehydration loops, hypothesis sprawl, scope creep, active-mode loss, and durable-state gaps. Recommend the smallest corrective action.

4 yesterday A 34 tokens original MIT

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Groom a fuzzy request and the smallest relevant source set into a bounded PRE-SPEC ASSEMBLY packet for mini-spec, separating evidence from decisions, assumptions, and blockers before contract language is written.

4 yesterday A 47 tokens original MIT

handoff

11

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Compress project context into HANDOFF.md with workflow state, analysis checkpoint, next gate, verification, current hypothesis, freshness anchors, optional gotcha references, and a resume packet for the next agent session.

4 yesterday A 43 tokens original MIT

lean-mode

12

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Compress routine agent responses to reduce token usage while preserving commands, file paths, assumptions, risks, verification details, and next actions.

4 yesterday A 29 tokens original MIT

mini-spec

13

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Create a compact, reference-first SPEC.md that defines the task-specific delta, non-goals, likely failure modes, spec ceiling, and verification target without paraphrasing richer authoritative sources.

4 yesterday A 40 tokens original MIT

ship-mini

15

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Run a lightweight activation GO or NO-GO gate only when verified work is about to gain material real-world side effects, autonomy, permissions, or production/shared-state impact.

4 yesterday A 37 tokens original MIT

teach-back

16

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Transfer ownership of a verified implementation by testing and repairing the human's understanding of its behavior, decisions, and failure modes without turning every task into a tutorial.

4 yesterday A 34 tokens original MIT

tool-noise-guard

19

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Passive guardrail that compacts repetitive tool-result envelopes, preserves decision-relevant anchors and deltas, and suppresses redundant re-fetches without pretending prior context disappeared.

4 yesterday A 39 tokens original MIT

verify-contract

20

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Record clear evidence that a task works, including commands, results, remaining risks, scope adherence, and whether the implementation stayed under the spec ceiling.

4 yesterday A 32 tokens original MIT

tmusser/ai-engineering-skills

Skill Claude CodeCodex

Reactivate the smallest set of decision-governing constraints immediately before a consequential action, without introspection, full-context summarization, or a new durable artifact.

4 yesterday A 36 tokens original MIT