decompose
Skill0 starsChanged 24 days agoMITView on GitHub
Decompose work into stages with physical artifacts and acceptance checklists.
27 other projects use a version of this.
Adopted by
Most recently taken up by
- chippingway/chipping-orchestratortheir own version, first seen Nov 5, 2026
- TserenTserenov/FMT-exocortex-templatetheir own version, first seen Nov 2, 2026
- synaptiai/agent-capability-standardtheir own version, first seen Nov 1, 2026
- stoa-platform/stoatheir own version, first seen Nov 1, 2026
- mojopoly/three-loopstheir own version, first seen Oct 20, 2026
- fslzrr/skillstheir own version, first seen Oct 20, 2026
Used with
Projects with it also use idea, discover and 8 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
szweibelSkillidea
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SentrySkillreview
Fixture review skill.
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Hugging FaceSkillimplement
Make tests pass. Invoke after /write-tests produces failing tests.
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MicrosoftSkillinit
Also in 3 projects that use this
Other versions27 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 27
- anyproto/anytype-swift★ 525same name
- TserenTserenov/FMT-exocortex-template★ 63same name
- drafthq/draft★ 40same name
- chippingway/chipping-orchestrator★ 18same name
- matt-k-wong/mkw-DAG-architect★ 15same name
- vulca-org/vulca-visual-control-sdk★ 15same name
- stoa-platform/stoa★ 9same name
- flpbalada/fb-skills★ 8same name
- tercel/spec-forge★ 8same name
- zcaceres/skills★ 7same name
17 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository51 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- agent-faultSkill
- apply-capturesSkill
- archgateSkill
- artifactorSkill
- audit-docsSkill
- audit-installationSkill
- author-modeSkill
- bottleneck-pickSkill
- check-secretSkill
- consentSkill
- day-closeSkill
- day-openSkill
- diagnoseSkill
- discovery-sessionSkill
- extendSkill
- fpfSkill
- integration-gateSkill
- iwe-bug-reportSkill
- iwe-platform-redteamSkill
- iwe-restoreSkill
- iwe-rules-reviewSkill
- iwe-updateSkill
- keSkill
- kimi-peer-writerSkill
- local-llmSkill
- month-closeSkill
- org-devSkill
- pack-creatorSkill
- pack-newSkill
- peer-conversationSkill
- personal-guide-renderSkill
- personal-guide-startSkill
- platform-bottleneckSkill
- repo-newSkill
- restore-exocortexSkill
- run-protocolSkill
- setup-wakatimeSkill
- skill-creatorSkill
- strategy-sessionSkill
- skill-idSkill
- thinkSkill
- transcribeSkill
- vdvSkill
- verify-hypothesesSkill
- verifySkill
- week-close-pilotSkill
- week-closeSkill
- wp-newSkill
- w-reflectionSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 25 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 80
Not included in the first output.
“Common” is measured: kept by at least 6 in 10 of the 25 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
/decompose — Decomposer (R29)
Role: R29 Decomposer. Carrier: this Skill. Goal: break an activity into ≤4 stages with physical I/O and checklists. Detect gaps.
When invoked
- WP Gate: WP ≥3h AND class ∈ {open-loop, problem-framing} → runs automatically after Step 4 of the Ritual (Step 4.5 protocol-open.md)
- IntegrationGate: new tool/agent/system → after Service Clause and Role
- Strategy Session: decomposing a large initiative (>1 week)
- Explicit request:
/decompose, "break into stages"
Algorithm (5 steps)
Step 1. Context map (3–5 lines)
- Who holds the roles: initiator / performer / reviewer (by name or R-ID)
- Top success criterion: one verifiable phrase
- Key constraints: time / money / ethics / dependencies
Step 2. Stage tree (≤4 nodes)
One line per stage: name + purpose. If >4 result — consolidate.
Step 3. Stage breakdown
For each stage:
**Stage N: <name>**
- Input: <physical artifact>
- Method: <how we do it, reference to SOP/PROCESSES.md if available>
- Output: <physical artifact, distinct from input>
- Acceptance checklist (3–5 items):
- [ ] criterion 1
- [ ] criterion 2
- [ ] criterion 3
- Roles:
- <Name/R-ID> in the role of <role name>Step 4. Gap detector
For each stage, verify:
- Input and output are physical and distinct? ("understanding", "decision in one's head" — not allowed)
- Method is defined or requires clarification?
- Checklist has ≥3 items?
- Role Performer is assigned?
Each gap → block:
**Missing:** <what>
**Risk:** <what it threatens>
**Options:**
1. <lean — minimum effort>
2. <reliable — reduces risk>
3. <fast — saves time> (optional)Step 5. Optional detail (on request only)
Not included in the first output. Expanded on request:
- Risks and countermeasures
- Metrics (units, scale)
- Budget (hours, money)
- First 7 days (micro-plan)
- Signals to trigger reassembly
Rules
- Physical I/O. Input/output must be an artifact, document, file, photo, video, audio, money, signature, tracker label, commit, or PR. "Understanding" and "agreement in one's head" are not allowed.
- Plans ≠ Facts. Intention (WorkPlan) and result (Work) are distinct artifacts stored in separate files.
- Role phrasing. Not "you will do," but "
<Name>in the role of<role name>." If the role is not in roles.md → mark as "(new role, requires registration in roles.md)." - ≤4 stages in the first output. Deeper breakdown — on request.
- Checklist is mandatory. A stage without a checklist is an intention, not a stage.
- Scope >10h or independent lifecycle → recommend: (a) phases within a single WP, or (b) separate WPs. Registration via
/wp-newis performed by the user, not the Decomposer. - Output — in response, not to a file. The main agent decides where to insert it: WP-context, dialogue, or another Skill.
Distinctions (important)
- vs R5 Architect: The Architect evaluates solutions (via
/archgate). The Decomposer breaks down activities. - vs R1 Strategist: The Strategist plans at the week/month scale. The Decomposer works on a specific WP.
- vs R28 Diagnostician: The Diagnostician determines the Mastery stage. The Decomposer breaks down work — it does not diagnose people.
- vs IntegrationGate: IntegrationGate is a rule (when to decompose). The Decomposer is the executor (how).
Does it work?
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

