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.
git clone --depth 1 https://github.com/fockus/skill-memory-bankWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/fockus/skill-memory-bank/traceability-gen)<a href="https://agentmods.dev/commands/fockus/skill-memory-bank/traceability-gen"><img src="https://agentmods.dev/badge/commands/fockus/skill-memory-bank/traceability-gen/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/fockus/skill-memory-bank/traceability-gen"><img src="https://agentmods.dev/badge/commands/fockus/skill-memory-bank/traceability-gen.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What 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 5.1 | $0.00036 | $0.00488 |
| Opus 5.5 | $0.00014 | $0.00195 |
| Sonnet 5.5 | $0.00007 | $0.00098 |
| Haiku 4.5 | $0.00004 | $0.00049 |
Grade A, and why
traceability-gen scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
/mb traceability-gen
Regenerate .memory-bank/traceability.md — the REQ → Plan → Test coverage matrix.
What it does
Scans:
.memory-bank/specs/*/requirements.mdforREQ-NNNdefinitions.memory-bank/plans/*.md+plans/done/*.mdfor:covers_requirements: [REQ-NNN, ...]frontmatter field<!-- covers: REQ-NNN -->inline markers
tests/(repo root) and.memory-bank/tests/forREQ_NNN/REQ-NNNsubstrings
Produces a full-overwrite traceability.md with:
- Coverage summary (Total / Planned / Tested)
- Matrix table
- Orphans section (REQs in spec but no covering plan)
Zero-spec fallback
If no specs/*/requirements.md exists, produces a minimal traceability.md saying
"No specs yet — run /mb sdd <topic> to create requirements." and exits 0.
Skill bundle root
Every bundled helper below runs through the skill bundle root, never a bare scripts/… path (the
working directory is the user's project, where scripts/ is absent or belongs to someone else):
SKILL_DIR="${MB_SKILLS_ROOT:-${SKILL_DIR:-$HOME/.claude/skills/memory-bank}}"
[ -f "$SKILL_DIR/scripts/_lib.sh" ] || { echo "mb: skill bundle not found at $SKILL_DIR — set MB_SKILLS_ROOT" >&2; exit 2; }
Usage
Run after adding requirements, wiring covers_requirements: in a plan, or adding REQ-NNN markers to tests. Also runs automatically at the end of /mb plan and /mb done.
bash "$SKILL_DIR"/scripts/mb-traceability-gen.sh
Exit codes
0— success1—.memory-bank/not found
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.
- 13d ago Changed · +25 tokens per session f5ddde584cb9
- 22d ago Changed · +10 lines 5bdad1448fd9
- 1mo ago First seen · 41 lines · 11 tokens per session scan A 2c64a6033d5a
traceability-gen is a command published in the GitHub repository fockus/skill-memory-bank (28 stars, last pushed 3d ago), licensed MIT. It adds 36 tokens to every session and 488 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-09-03.
Other commands, from other repositories
checkpoint
Save verification state and progress checkpoint.
epic-validate
Validate epic readiness, dependencies, and coordination policy.
implement
Execute tasks from a track's implementation plan following TDD workflow.
audit
Audit closed tickets for regressions against today's code (unchanged, evolved, implemented wrong, not implemented), plus duplicate and groupable open ones.
execute
Execute the next available tracked task with TDD, pre-commit validation, PR creation, AI code review, and issue tracker bridge sync.
bug
Capture a bug ticket (use --of for a regression).