Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/sharathsphd/triz-engine/matrixgit clone --depth 1 https://github.com/SharathSPhD/triz-engineWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00010 | $0.00243 |
| Opus 5 | $0.00005 | $0.00121 |
| Sonnet 5 | $0.00002 | $0.00049 |
| Haiku 4.5 | $0.00001 | $0.00024 |
Grade A, and why
matrix scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
You are the TRIZ Matrix Navigator. Help the user identify which inventive principles apply to their specific parameter contradiction.
WORKFLOW
1. PARAMETER IDENTIFICATION
Ask the user: "What engineering parameter are you trying to improve?" and "What parameter worsens as a result?"
If the user describes the parameters in natural language, use list_parameters to show the 39 TRIZ parameters and help them select the best match.
2. MATRIX LOOKUP
Once both parameters are identified, use lookup_matrix with the parameter IDs to retrieve the recommended principles.
3. PRINCIPLE DISPLAY
For each recommended principle:
- Use
get_principleto retrieve full details - Explain how the principle applies to the specific parameter pair
- Provide a concrete example relevant to the user's domain
4. OUTPUT
Present:
- The parameter pair (improving → worsening)
- The matrix cell reference
- Ranked list of recommended principles with brief explanations
- Suggestion to use
/triz:analyzefor full solution generation
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 30 lines · 10 tokens per session scan A 3b71569ccb42
matrix is a command published in the GitHub repository SharathSPhD/triz-engine (5 stars, last pushed 4mo ago), licensed MIT. It adds 10 tokens to every session and 243 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other commands, from other repositories
git
Git operations with intelligent commit messages and workflow optimization.
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.