Borrowing it
Nothing to install: this file belongs to moberghr/mtk-agent-toolkit. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/moberghr/mtk-agent-toolkit/main/.claude/skills/planning-and-task-breakdown/SKILL.mdgit clone --depth 1 https://github.com/moberghr/mtk-agent-toolkitWrote 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/skills/moberghr/mtk-agent-toolkit/planning-and-task-breakdown)<a href="https://agentmods.dev/skills/moberghr/mtk-agent-toolkit/planning-and-task-breakdown"><img src="https://agentmods.dev/badge/skills/moberghr/mtk-agent-toolkit/planning-and-task-breakdown/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/skills/moberghr/mtk-agent-toolkit/planning-and-task-breakdown"><img src="https://agentmods.dev/badge/skills/moberghr/mtk-agent-toolkit/planning-and-task-breakdown.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Agent Snooping · line 114 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Excessive Agency · line 114 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00029 | $0.02653 |
| Opus 5.5 | $0.00012 | $0.01061 |
| Sonnet 5.5 | $0.00006 | $0.00531 |
| Haiku 4.5 | $0.00003 | $0.00265 |
Grade A, and why
planning-and-task-breakdown 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 16d 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.
How it starts
The opening of the file, as written. The whole thing — 135 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Planning And Task Breakdown
Overview
Convert the approved plan into small, executable tasks that can be verified one at a time. Good task breakdown reduces hidden coupling, scope drift, and fake progress.
Model tier: runs on
sonnet(bounded decomposition against a written spec) per.claude/references/model-routing.md. Tool discipline (phase-locked): planning is a read + plan-artifact phase. Write only the plan/todo artifacts (docs/plans/,tasks/todo.md) — never source or test code. Implementation belongs to Phase 3; a source edit here is a scope violation thescope-guardhook will flag.
When To Use
- After spec approval
- Before any multi-file implementation
- When implementation needs explicit checkpoints or re-planning boundaries
When NOT To Use
- Tiny single-file work already small enough to execute safely
- Exploratory debugging before the root cause is known
Workflow
- Start from the approved change manifest and test manifest.
- Break work into batches of 2-4 related files, dependency-ordered. Two batches that list the same file in
filesmust carry a dependency edge between them (later depends on earlier) — this is what lets the scheduler run edge-free batches concurrently without two implementers editing one file. Files that many batches touch by nature — DI registration (Program.cs,*Startup*,DependencyInjection*,ServiceRegistration*), project/solution files (*.csproj,*.sln*,package.json,pyproject.toml), and migration snapshots — are serialize-if-touched: every batch that touches one of them depends on the previous batch that did. - For each task, write:
- task description
- acceptance criteria
- verification step — quoted, not composed. Copy the build/test/format
command verbatim from the active tech-stack skill's
## Build & Test Commandsor the reference section it points at, and cite that source in the batch (per dotnet/data-layer.md §5.5). A command written from memory is[UNVERIFIED]and must be marked so, because the implementer will run it: a freehanddotnet ef … --startup-project AIProxycost a batch a failed run when the correct invocation was already written down in the stack reference (2026-09 field run). - files in scope
- Boundary — state the invariant, not the file. Write what must remain true,
not which file must stay shut. A bare file prohibition is a bug generator: a
brief saying "don't touch
SkillsDataRepository" meant "don't add filtering there", but the implementer read it literally and loaded every bundled file on every request to route around it — and the correct fix was two lines in the file the brief had forbidden (2026-09 field run). Write "filtering stays out of the repository layer — it remains a plain data accessor", not "no changes toFoo.cs". Name a file only when the file itself is the constraint (a frozen migration, a vendored artifact), and then say why it is frozen. - Depends (mandatory): the batch ids this batch assumes are complete (e.g., "B1 — needs the entity to exist"). An empty list is a claim of independence and must say why (
depends_rationale: "independent: no shared files, reads no type another batch creates"). The scheduler runs edge-free batches in the same wave, so a missing edge is a concurrency bug, not a style nit. - Governing constraints: the Critical Rule / principle ids that constrain
this batch — from the spec's Constitution Check in extended mode, otherwise
from
bash scripts/constitution-digest.sh. Each batch states which rules it must satisfy, not just what it builds — recorded in the plan so the implementer and human reviewers see, per batch, exactly which rules constrain it. An empty list is allowed only with an explicit "no rule constrains this batch" note.
- Prefer vertical slices where possible so each batch leaves the system in a working state.
4b. Package-legitimacy gate for new dependencies. If any batch introduces a third-party package not already present in the repo's dependency manifests — especially one an AI assistant, blog post, or the spec's research brief recommended — do not plan a bare install step. Instead:
- Run the stack's registry-verification command (from
.claude/references/dependency-intake-checklist.mdcriterion 0, also listed in the active tech-stack skill) to confirm the package exists and is the real one (not a typosquat / hallucination). - Tag the package
[ASSUMED]in the plan until verified, and insert an explicitcheckpoint:human-verifystep before the install task. This checkpoint is one of the conditions that blocksMTK_AUTO_PROCEEDat theimplementPhase 2.5 gate, so an unverified package can never be installed autonomously. - A criterion-0 Poor (not found / dead repo / typosquat signal) blocks the dependency outright — re-plan without it.
- Run the stack's registry-verification command (from
- State the resulting wave schedule in the plan (
W0: B1 · W1: B2 B3 B4 · W2: B5) — derived fromdependsas topological levels, wave width capped atMTK_BATCH_WAVE_MAX(default 3). The schedule is a readback of the edges, not a second source of truth: if it looks wrong, fixdepends. - Write
tasks/todo.mdwith:- task title
- scope and branch
- batches with checkboxes
- post-implementation review items
- If a spec file exists in
docs/specs/, persist the plan alongside it:- If the plan was supplied by the engineer as input (adopted by
implementPhase 0.7 — the file already exists at the plan path): do not author a new plan or version-bump the engineer's file. Adopt the supplied path as-is and validate itsplan.batchesagainst the JSON sidecar schema; Phase 0.7 has already reconciled it against current code (prior-work-checkruns once per run). Skip the authoring sub-steps below. - Use the full filename stem of the active spec, including any version suffix (e.g.,
-v2,-v3). If the spec was written asdocs/specs/2026-04-23-foo-v2.md, the plan isdocs/plans/2026-04-23-foo-v2.md. - If no spec path is available (standalone planning run), use
YYYY-MM-DD-<feature-slug>.mdwith no suffix. - Create
docs/plans/if it does not exist. - Add
docs/plans/to.gitignoreif not already present. - This enables session recovery and plan reuse across sessions.
- If the plan was supplied by the engineer as input (adopted by
- Append the
plansection to the existing JSON handoff artifact atdocs/specs/<date>-<slug>.json(created by spec-driven-development). Schema:.claude/schemas/handoff.schema.json. Required keys:
Every"plan": { "batches": [ { "id": "B1", "files": ["src/X.cs"], "acceptance": "...", "verification": "...", "boundary": "...", "depends": [], "depends_rationale": "independent: first batch, creates the entity", "governing_constraints": ["C0.2", "S1.15"] }, { "id": "B2", "files": ["src/XHandler.cs"], "acceptance": "...", "verification": "...", "boundary": "...", "depends": ["B1"], "governing_constraints": ["C0.2"] } ] }filesentry must already exist in the top-levelchange_manifest. If it does not, re-plan first — don't quietly widen scope here.dependsis required on every batch;depends_rationaleis required when it is empty. Any two batches sharing afilesentry without an edge between them fail the sidecar check and theplan-gap-reviewermarks itBLOCKING. - Keep the task list synchronized with reality. If a new file is needed, re-plan before continuing.
- Record the plan/todo paths on the workflow artifact and leave
plan_trust_gateatpending— only the engineer's Phase 2.5 approval flips it topass. See.claude/references/orchestration-gates.md. 10.5. Update the workflow artifact (additive, capability-gated). Withplan_path/todo_pathrecorded, follow.claude/references/artifact-publishing.mdto add the Plan section to the workflow's Claude Artifact. Because the artifact is keyed to the workflow uuid, this updates the existing URL in place (passing the recordedresults.artifact_url) — it does not mint a new link. Silent no-op when the tool is unavailable orMTK_ARTIFACT_PUBLISH=0. - Anti-anchored gap check. Before surfacing the plan to the engineer, dispatch the
plan-gap-revieweragent with the original user request and the saved plan path — plus, when they exist, the spec markdown path, the spec JSON sidecar path, andtasks/todo.md. Passing the sidecar and todo activates the agent's cross-artifact consistency check: spec ↔ plan ↔ todo are mapped against each other in both directions (manifest entries ↔ batches, success criteria ↔ tests, out-of-scope ↔ batch contents) so disagreement between the artifacts is caught before the approval gate, not after implementation. The agent runs in a forked context and is forbidden from reading lessons, prior reviewer output, or the workflow artifact — its job is to challenge the plan against the repo with no anchors. Surface everyBLOCKINGfinding back to the planner and revise before the approval gate. SurfaceADVISORYfindings unchanged at the approval gate so the engineer decides. A plan-gapPASSdoes not replace engineer approval: the gate still runs.
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.
- 16d ago Changed · -24 lines 5671b28d4649
- 1mo ago Changed · +18 lines 69cf8ac6adfe
- 1mo ago Changed · +7 lines 69f263ff27f1
- 2mo ago First seen · 134 lines · 29 tokens per session scan A e2a2337c4024
planning-and-task-breakdown is a skill published in the GitHub repository moberghr/mtk-agent-toolkit (9 stars, last pushed 8d ago), licensed MIT. It adds 29 tokens to every session and 2,653 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 2026-08-31.
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